PUBLICATIONS

H-index: 99

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Books

Anti-Interpolation: An Attack Facilitator Hiding Adversaries Into Images

J Chen, H Xiong, H Zheng, Z Ming, Y Liu
IEEE Transactions on Circuits and Systems II: Express Briefs 68 (7), 2670-2674, 2021


Big data in complex and social networks

MT Thai, W Wu, H Xiong
CRC Press, 2016


Database Systems for Advanced Applications

S Navathe, W Wu, S Shekhar, X Du, S Wang, H Xiong
Springer, 2016


Web-Age Information Management: 14th International Conference, WAIM 2013, Beidaihe, China, June 14-16, 2013. Proceedings

J Wang, H Xiong, Y Ishikawa, J Xu, J Zhou
Springer, 2013


Proceedings of the 14th international conference on Web-Age Information Management

J Wang, H Xiong, Y Ishikawa, J Xu, J Zhou
Springer-Verlag, 2013


Proceedings of the 5th international conference on Knowledge Science, Engineering and Management

H Xiong, WB Lee
Springer-Verlag, 2011


Knowledge Science, Engineering and Management: 5th International Conference, KSEM 2011, Irvine, CA, USA, December 12-14, 2011. Proceedings

H Xiong, WB Lee
Springer Science & Business Media, 2011


Encyclopedia of GIS

S Shekhar, H Xiong
Springer Science & Business Media, 2007


Generalizing the notion of support, in ‘KDD’04: Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining’

M Steinbach, PN Tan, H Xiong, V Kumar
ACM Press, 2004


Clustering and information retrieval

W Wu, H Xiong, S Shekhar
Springer Science & Business Media, 2003


Journal Papers

Exploiting large language model with reinforcement learning for generative job recommendations

Z Zheng, ZP Qiu, C Zhu, X Hu, LK Wu, Y Song, HS Zhu, H Xiong
Frontiers of Computer Science 20 (1), 1-11, 2026


GNN-based deep reinforcement learning for computation task scheduling in autonomous multi-robot systems

W Gao, Z Yu, T Wang, L Wang, H Cui, B Guo, H Xiong
Journal of Systems Architecture, 103534, 2025


Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks

S Cui, Y Li, J Li, X Tang, B Su, F Xu, H Xiong
International Journal of Computer Vision 133 (7), 4134-4157, 2025 (IJCV) CCF-A


A comprehensive survey of artificial intelligence techniques for talent analytics

C Qin, L Zhang, Y Cheng, R Zha, D Shen, Q Zhang, X Chen, Y Sun, C Zhu, ...
Proceedings of the IEEE, 2025 (Proc. IEEE) CCF-A


Rethinking generalizability and discriminability of self-supervised learning from evolutionary game theory perspective

J Li, Z Zang, Q Ji, C Sun, W Qiang, J Zhang, C Zheng, F Sun, H Xiong
International Journal of Computer Vision 133 (6), 3542-3567, 2025 (IJCV) CCF-A


Toward Faithful Neural Network Intrinsic Interpretation With Shapley Additive Self-Attribution

Y Sun, H Zhu, H Xiong
IEEE Transactions on Neural Networks and Learning Systems, 2025


STP: single-cell partition for subcellular spatially-resolved transcriptomics

H Li, Q Hu, Z Qiu, H Xiong, Y Hu, X Gao
Nature Communications 16 (1), 4665, 2025


Examination Process Modeling for Intelligent Patent Management: A Multi-aspect Neural Sequential Approach

H Wu, L Zhang, H Zhu, Q Liu, E Chen, H Xiong
ACM Transactions on Management Information Systems 16 (3), 1-23, 2025 (ACM TMIS)


On the Generalization and Causal Explanation in Self-Supervised Learning

W Qiang, Z Song, Z Gu, J Li, C Zheng, F Sun, H Xiong
International Journal of Computer Vision 133 (4), 1727-1754, 2025 (IJCV) CCF-A


Joint Ability Assessment for Talent Recruitment: A Neural Cognitive Diagnosis Approach

H Ma, M Li, C Qin, D Shen, H Zhu, X Zhang, H Xiong
ACM Transactions on Management Information Systems 16 (2), 1-25, 2025 (ACM TMIS)


Multiple financial analyst opinions aggregation based on uncertainty-aware quality evaluation

S Jiang, W Zhou, Y Guo, H Xiong
European Journal of Operational Research 320 (3), 720-738, 2025


Market-aware long-term job skill recommendation with explainable deep reinforcement learning

Y Sun, Y Ji, H Zhu, F Zhuang, Q He, H Xiong
ACM Transactions on Information Systems 43 (2), 1-35, 2025 (ACM TOIS) CCF-A


Llmcdsr: Enhancing cross-domain sequential recommendation with large language models

H Xin, Y Sun, C Wang, H Xiong
ACM Transactions on Information Systems, 2025 (ACM TOIS) CCF-A


GPS: Graph contrastive learning via multi-scale augmented views from adversarial pooling

W Ju, Y Gu, Z Mao, Z Qiao, Y Qin, X Luo, H Xiong, M Zhang
Science China Information Sciences 68 (1), 112101, 2025 (SCIS) CCF-A


JobFormer: skill-aware job recommendation with semantic-enhanced transformer

Z Guan, JQ Yang, Y Yang, H Zhu, W Li, H Xiong
ACM Transactions on Knowledge Discovery from Data 19 (1), 1-20, 2024 (TKDD)


Towards task sampler learning for meta-learning

J Wang, W Qiang, X Su, C Zheng, F Sun, H Xiong
International Journal of Computer Vision 132 (12), 5534-5564, 2024 (IJCV) CCF-A


Multi-dimensional ability diagnosis for machine learning algorithms

Q Liu, Z Gong, Z Huang, C Liu, H Zhu, Z Li, E Chen, H Xiong
Science China Information Sciences 67 (12), 229101, 2024 (SCIS) CCF-A


TriMLP: A Foundational MLP-Like Architecture for Sequential Recommendation

Y Jiang, Y Xu, Y Yang, F Yang, P Wang, C Li, F Zhuang, H Xiong
ACM Transactions on Information Systems 42 (6), 1-34, 2024 (ACM TOIS) CCF-A


Rethinking Robust Multivariate Time Series Anomaly Detection: A Hierarchical Spatio-Temporal Variational Perspective

X Zhang, S Xu, H Chen, Z Chen, F Zhuang, H Xiong, D Yu
IEEE Transactions on Knowledge and Data Engineering, 2024 (TKDE) CCF-A


Handling over-smoothing and over-squashing in graph convolution with maximization operation

D Shen, C Qin, Q Zhang, H Zhu, H Xiong
IEEE Transactions on Neural Networks and Learning Systems, 2024


Manifold Constraint Regularization for Remote Sensing Image Generation

X Su, C Zheng, W Qiang, F Wu, J Zhao, F Sun, H Xiong
IEEE Transactions on Geoscience and Remote Sensing, 2024 (IEEE TGARS)


Public Bike Scheduling Strategy Based on Demand Prediction for Unbalanced Life-Value Distribution

H Sun, Z Tang, M Cao, Y Wang, Z Yang, H Xue, R Xue, L He, H Xiong
IEEE Transactions on Intelligent Transportation Systems 25 (10), 13546-13559, 2024 (IEEE TITS)


Bi-discriminator domain adversarial neural networks with class-level gradient alignment

C Zhao, H Zhao, H Zhu, Z Huang, N Feng, E Chen, H Xiong
IEEE Transactions on Systems, Man, and Cybernetics: Systems 54 (9), 5283-5295, 2024


University evaluation through graduate employment prediction: An influence based graph autoencoder approach

Y Ye, H Zhu, T Cui, R Yu, L Zhang, H Xiong
IEEE Transactions on Knowledge and Data Engineering 36 (11), 7255-7267, 2024 (TKDE) CCF-A


Bilateral multi-behavior modeling for reciprocal recommendation in online recruitment

Z Zheng, X Hu, Z Qiu, Y Cheng, S Gao, Y Song, H Zhu, H Xiong
IEEE Transactions on Knowledge and Data Engineering 36 (11), 5681-5694, 2024 (TKDE) CCF-A


Mining technology trends in scientific publications: a graph propagated neural topic modeling approach

C Du, K Yao, H Zhu, D Wang, F Zhuang, H Xiong
Knowledge and Information Systems 66 (5), 3085-3114, 2024 (KAIS)


Beyond relevance: Factor-level causal explanation for user travel decisions with counterfactual data augmentation

H Li, J Gu, X Lu, D Shen, Y Liu, YN Deng, G Shi, H Xiong
ACM Transactions on Information Systems 42 (5), 1-31, 2024 (ACM TOIS) CCF-A


Bootstrapping on continuous-time dynamic graphs for crowd flow modeling

Y Xu, L Han, L Sun, B Du, C Liu, H Xiong
IEEE Transactions on Knowledge and Data Engineering 36 (10), 5039-5052, 2024 (TKDE) CCF-A


Token-event-role structure-based multi-channel document-level event extraction

Q Wan, C Wan, K Xiao, H Xiong, D Liu, X Liu, R Hu
ACM Transactions on Information Systems 42 (4), 1-27, 2024 (ACM TOIS) CCF-A


Traceable group-wise self-optimizing feature transformation learning: A dual optimization perspective

M Xiao, D Wang, M Wu, K Liu, H Xiong, Y Zhou, Y Fu
ACM Transactions on Knowledge Discovery from Data 18 (4), 1-22, 2024 (TKDD)


Large-scale online job search behaviors reveal labor market shifts amid COVID-19

Y Sun, H Zhu, L Wang, L Zhang, H Xiong
Nature Cities 1 (2), 150-163, 2024


Diffcharge: Generating ev charging scenarios via a denoising diffusion model

S Li, H Xiong, Y Chen
IEEE Transactions on Smart Grid 15 (4), 3936-3949, 2024


Dewp: Deep expansion learning for wind power forecasting

W Fan, Y Fu, S Zheng, J Bian, Y Zhou, H Xiong
ACM Transactions on Knowledge Discovery from Data 18 (3), 1-21, 2024 (TKDD)


Rdgt: enhancing group cognitive diagnosis with relation-guided dual-side graph transformer

X Yu, C Qin, D Shen, H Ma, L Zhang, X Zhang, H Zhu, H Xiong
IEEE Transactions on Knowledge and Data Engineering 36 (7), 3429-3442, 2024 (TKDE) CCF-A


A dual-channel semi-supervised learning framework on graphs via knowledge transfer and meta-learning

Z Qiao, P Wang, P Wang, Z Ning, Y Fu, Y Du, Y Zhou, J Huang, XS Hua, ...
ACM Transactions on the Web 18 (2), 1-26, 2024


Event camera demosaicing via swin transformer and pixel-focus loss

Y Lu, Y Xu, W Ma, W Guo, H Xiong
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern, 2024 (Proc. IEEE) CCF-A


Lever: Online adaptive sequence learning framework for high-frequency trading

Z Yuan, J Liu, H Zhou, D Zhang, H Liu, N Zhu, H Xiong
IEEE Transactions on Knowledge and Data Engineering 36 (11), 6547-6559, 2023 (TKDE) CCF-A


What your next check-in might look like: Next check-in behavior prediction

H Sun, C Cao, X Chu, T Hu, J Lu, L He, Z Wang, H He, H Xiong
ACM Transactions on Intelligent Systems and Technology 14 (6), 1-21, 2023 (ACM TIST)


Hyobscure: Hybrid obscuring for privacy-preserving data publishing

X Han, Y Yang, J Wu, H Xiong
IEEE Transactions on Knowledge and Data Engineering 36 (8), 3893-3905, 2023 (TKDE) CCF-A


Setrank: A setwise bayesian approach for collaborative ranking in recommender system

C Wang, H Zhu, C Zhu, C Qin, E Chen, H Xiong
ACM Transactions on Information Systems 42 (2), 1-32, 2023 (ACM TOIS) CCF-A


Joint admission control and resource allocation of virtual network embedding via hierarchical deep reinforcement learning

T Wang, L Shen, Q Fan, T Xu, T Liu, H Xiong
IEEE Transactions on Services Computing 17 (3), 1001-1015, 2023 (IEEE TSC)


A multi-aspect neural tensor factorization framework for patent litigation prediction

H Wu, G Zhu, Q Liu, H Zhu, H Wang, H Zhao, C Liu, E Chen, H Xiong
IEEE Transactions on Big Data 10 (1), 35-54, 2023 (IEEE TBD)


Giant: Protein-ligand binding affinity prediction via geometry-aware interactive graph neural network

S Li, J Zhou, T Xu, L Huang, F Wang, H Xiong, W Huang, D Dou, H Xiong
IEEE Transactions on Knowledge and Data Engineering 36 (5), 1991-2008, 2023 (TKDE) CCF-A


Exploiting connections among personality, job position, and work behavior: Evidence from joint Bayesian learning

D Shen, H Zhu, K Xiao, X Zhang, H Xiong
ACM Transactions on Management Information Systems 14 (3), 1-20, 2023 (ACM TMIS)


Adaptive clustering based personalized federated learning framework for next poi recommendation with location noise

Z Ye, X Zhang, X Chen, H Xiong, D Yu
IEEE Transactions on Knowledge and Data Engineering 36 (5), 1843-1856, 2023 (TKDE) CCF-A


A cost-effective sequential route recommender system for taxi drivers

J Liu, M Teng, W Chen, H Xiong
INFORMS Journal on Computing 35 (5), 1098-1119, 2023 (JoC)


Automatic skill-oriented question generation and recommendation for intelligent job interviews

C Qin, H Zhu, D Shen, Y Sun, K Yao, P Wang, H Xiong
ACM Transactions on Information Systems 42 (1), 1-32, 2023 (ACM TOIS) CCF-A


An ensemble learning approach with gradient resampling for class-imbalance problems

H Zhao, C Zhao, X Zhang, N Liu, H Zhu, Q Liu, H Xiong
INFORMS Journal on Computing 35 (4), 747-763, 2023 (JoC)


GS-RS: A generative approach for alleviating cold start and filter bubbles in recommender systems

Y Xu, E Wang, Y Yang, H Xiong
IEEE Transactions on Knowledge and Data Engineering 36 (2), 668-681, 2023 (TKDE) CCF-A


Exploring the tidal effect of urban business district with large-scale human mobility data

H Niu, Y Sun, H Zhu, C Geng, J Yang, H Xiong, B Lang
Frontiers of Computer Science 17 (3), 173319, 2023


Meta attention-generation network for cross-granularity few-shot learning

W Qiang, J Li, B Su, J Fu, H Xiong, JR Wen
International Journal of Computer Vision 131 (5), 1211-1233, 2023 (IJCV) CCF-A


Reinforced imitative graph learning for mobile user profiling

D Wang, P Wang, Y Fu, K Liu, H Xiong, CE Hughes
IEEE Transactions on Knowledge and Data Engineering 35 (12), 12944-12957, 2023 (TKDE) CCF-A


Multi-attention feature fusion network for accurate estimation of finger kinematics from surface electromyographic signals

W Guo, N Jiang, D Farina, J Su, Z Wang, C Lin, H Xiong
IEEE Transactions on Human-Machine Systems 53 (3), 512-519, 2023


Characterizing and forecasting urban vibrancy evolution: A multi-view graph mining perspective

H Liu, Q Guo, H Zhu, Y Fu, F Zhuang, X Ma, H Xiong
ACM Transactions on Knowledge Discovery from Data 17 (5), 1-24, 2023 (TKDD)


Topic-sensitive expert finding based solely on heterogeneous academic networks

X Gao, S Wu, D Xia, H Xiong
Expert Systems with Applications 213, 119241, 2023


Unified route representation learning for multi-modal transportation recommendation with spatiotemporal pre-training

H Liu, J Han, Y Fu, Y Li, K Chen, H Xiong
The VLDB Journal 32 (2), 325-342, 2023


Hierarchical interdisciplinary topic detection model for research proposal classification

M Xiao, Z Qiao, Y Fu, H Dong, Y Du, P Wang, H Xiong, Y Zhou
IEEE Transactions on Knowledge and Data Engineering 35 (9), 9685-9699, 2023 (TKDE) CCF-A


Kill two birds with one stone: A multi-view multi-adversarial learning approach for joint air quality and weather prediction

J Han, H Liu, H Zhu, H Xiong
IEEE Transactions on Knowledge and Data Engineering 35 (11), 11515-11528, 2023 (TKDE) CCF-A


Cloth2body: Generating 3d human body mesh from 2d clothing

L Dai, L Ma, S Qian, H Liu, Z Liu, H Xiong
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023 (Proc. IEEE) CCF-A


Hyperbolic temporal network embedding

M Yang, M Zhou, H Xiong, I King
IEEE Transactions on Knowledge and Data Engineering 35 (11), 11489-11502, 2022 (TKDE) CCF-A


Semantic and structural view fusion modeling for social recommendation

K Yuan, G Liu, J Wu, H Xiong
IEEE Transactions on Knowledge and Data Engineering 35 (11), 11872-11884, 2022 (TKDE) CCF-A


Online POI recommendation: Learning dynamic geo-human interactions in streams

D Wang, K Liu, H Xiong, Y Fu
IEEE Transactions on Big Data 9 (3), 832-844, 2022 (IEEE TBD)


HmcNet: A general approach for hierarchical multi-label classification

W Huang, E Chen, Q Liu, H Xiong, Z Huang, S Tong, D Zhang
IEEE Transactions on Knowledge and Data Engineering 35 (9), 8713-8728, 2022 (TKDE) CCF-A


Complex attributed network embedding for medical complication prediction

Z Zhang, H Xiong, T Xu, C Qin, L Zhang, E Chen
Knowledge and Information Systems 64 (9), 2435-2456, 2022 (KAIS)


Fine-grained job salary benchmarking with a nonparametric dirichlet process–based latent factor model

Q Meng, K Xiao, D Shen, H Zhu, H Xiong
INFORMS Journal on Computing 34 (5), 2443-2463, 2022 (JoC)


Multi-faceted knowledge-driven pre-training for product representation learning

D Zhang, Y Liu, Z Yuan, Y Fu, H Chen, H Xiong
IEEE Transactions on Knowledge and Data Engineering 35 (7), 7239-7250, 2022 (TKDE) CCF-A


Modeling multiple views via implicitly preserving global consistency and local complementarity

J Li, W Qiang, C Zheng, B Su, F Razzak, JR Wen, H Xiong
IEEE Transactions on Knowledge and Data Engineering 35 (7), 7220-7238, 2022 (TKDE) CCF-A


Predicting a person’s next activity region with a dynamic region-relation-aware graph neural network

N Zhu, J Cao, X Lu, C Liu, H Liu, Y Li, X Luo, H Xiong
ACM Transactions on Knowledge Discovery from Data (TKDD) 16 (6), 1-23, 2022


Exploiting cross-modal prediction and relation consistency for semisupervised image captioning

Y Yang, H Wei, H Zhu, D Yu, H Xiong, J Yang
IEEE Transactions on Cybernetics 54 (2), 890-902, 2022


Time-aware context-gated graph attention network for clinical risk prediction

Y Xu, H Ying, S Qian, F Zhuang, X Zhang, D Wang, J Wu, H Xiong
IEEE Transactions on Knowledge and Data Engineering 35 (7), 7557-7568, 2022 (TKDE) CCF-A


RLCharge: Imitative multi-agent spatiotemporal reinforcement learning for electric vehicle charging station recommendation

W Zhang, H Liu, H Xiong, T Xu, F Wang, H Xin, H Wu
IEEE Transactions on Knowledge and Data Engineering 35 (6), 6290-6304, 2022 (TKDE) CCF-A


What is market talking about? Market-oriented prospect analysis for entrepreneur fundraising

H Zhao, Y Cheng, X Zhang, H Zhu, Q Liu, H Xiong, W Zhang
IEEE Transactions on Knowledge and Data Engineering 35 (6), 6489-6503, 2022 (TKDE) CCF-A


Who will Win the Data Science Competition? Insights from KDD Cup 2019 and Beyond

H Liu, Q Guo, H Zhu, F Zhuang, S Yang, D Dou, H Xiong
ACM Transactions on Knowledge Discovery from Data (TKDD) 16 (5), 1-24, 2022


Multi-view multi-task campaign embedding for cold-start conversion rate forecasting

Z Yao, D Kong, M Lu, X Bai, J Yang, H Xiong
IEEE Transactions on Big Data 9 (1), 280-293, 2022 (IEEE TBD)


Heterogeneous graph representation learning with relation awareness

L Yu, L Sun, B Du, C Liu, W Lv, H Xiong
IEEE Transactions on Knowledge and Data Engineering 35 (6), 5935-5947, 2022 (TKDE) CCF-A


Iterative prediction-and-optimization for E-logistics distribution network design

J Liu, W Chen, J Yang, H Xiong, C Chen
INFORMS Journal on Computing 34 (2), 769-789, 2022 (JoC)


Polestar++: An intelligent routing engine for national-wide public transportation

H Liu, Y Li, Y Fu, H Mei, H Xiong
IEEE Transactions on Knowledge and Data Engineering 35 (6), 6194-6208, 2022 (TKDE) CCF-A


Real-time monocular joint perception network for autonomous driving

K Li, H Xiong, J Liu, Q Xu, J Wang
IEEE Transactions on Intelligent Transportation Systems 23 (9), 15864-15877, 2022 (IEEE TITS)


Graph-grounded goal planning for conversational recommendation

Z Liu, D Zhou, H Liu, H Wang, ZY Niu, H Wu, W Che, T Liu, H Xiong
IEEE Transactions on Knowledge and Data Engineering 35 (5), 4923-4939, 2022 (TKDE) CCF-A


Towards automatic job description generation with capability-aware neural networks

C Qin, K Yao, H Zhu, T Xu, D Shen, E Chen, H Xiong
IEEE Transactions on Knowledge and Data Engineering 35 (5), 5341-5355, 2022 (TKDE) CCF-A


Adaptive model scheduling for resource-efficient data labeling

M Yuan, L Zhang, XY Li, LZ Yang, H Xiong
ACM Transactions on Knowledge Discovery from Data (TKDD) 16 (4), 1-22, 2022


MANE: Organizational network embedding with multiplex attentive neural networks

Y Ye, Z Dong, H Zhu, T Xu, X Song, R Yu, H Xiong
IEEE Transactions on Knowledge and Data Engineering 35 (4), 4047-4061, 2022 (TKDE) CCF-A


Exploring the risky travel area and behavior of car-hailing service

H Niu, H Zhu, Y Sun, X Lu, J Sun, Z Zhao, H Xiong, B Lang
ACM Transactions on Intelligent Systems and Technology (TIST) 13 (1), 1-22, 2021 (ACM TIST)


FedHAR: Semi-supervised online learning for personalized federated human activity recognition

H Yu, Z Chen, X Zhang, X Chen, F Zhuang, H Xiong, X Cheng
IEEE transactions on mobile computing 22 (6), 3318-3332, 2021 (TMC) CCF-A


Personalized and explainable employee training course recommendations: A bayesian variational approach

C Wang, H Zhu, P Wang, C Zhu, X Zhang, E Chen, H Xiong
ACM Transactions on Information Systems (TOIS) 40 (4), 1-32, 2021 (ACM TOIS) CCF-A


Cost-effective incremental deep model: Matching model capacity with the least sampling

Y Yang, DW Zhou, DC Zhan, H Xiong, Y Jiang, J Yang
IEEE Transactions on Knowledge and Data Engineering 35 (4), 3575-3588, 2021 (TKDE) CCF-A


Probabilistic vehicle trajectory prediction via driver characteristic and intention estimation model under uncertainty

J Liu, H Xiong, T Wang, H Huang, Z Zhong, Y Luo
Industrial Robot: the international journal of robotics research and, 2021


Towards robust knowledge graph embedding via multi-task reinforcement learning

Z Zhang, F Zhuang, H Zhu, C Li, H Xiong, Q He, Y Xu
IEEE Transactions on Knowledge and Data Engineering 35 (4), 4321-4334, 2021 (TKDE) CCF-A


A comprehensive survey on graph anomaly detection with deep learning

X Ma, J Wu, S Xue, J Yang, C Zhou, QZ Sheng, H Xiong, L Akoglu
IEEE transactions on knowledge and data engineering 35 (12), 12012-12038, 2021 (TKDE) CCF-A


Automatic treatment regimen design

L Sun, C Liu, G Chen, C Guo, H Xiong, Y Xie
IEEE Transactions on Knowledge and Data Engineering 33 (11), 3494-3506, 2021 (TKDE) CCF-A


Modeling the impact of person-organization fit on talent management with structure-aware attentive neural networks

Y Sun, F Zhuang, H Zhu, X Song, Q He, H Xiong
IEEE transactions on knowledge and data engineering 35 (3), 2809-2822, 2021 (TKDE) CCF-A


Learning a hierarchical intent model for next-item recommendation

N Zhu, J Cao, X Lu, H Xiong
ACM Transactions on Information Systems (TOIS) 40 (2), 1-28, 2021 (ACM TOIS) CCF-A


Automated feature selection: A reinforcement learning perspective

K Liu, Y Fu, L Wu, X Li, C Aggarwal, H Xiong
IEEE Transactions on Knowledge and Data Engineering 35 (3), 2272-2284, 2021 (TKDE) CCF-A


Robust local preserving and global aligning network for adversarial domain adaptation

W Qiang, J Li, C Zheng, B Su, H Xiong
IEEE Transactions on Knowledge and Data Engineering 35 (3), 3014-3029, 2021 (TKDE) CCF-A


Joint representation learning with relation-enhanced topic models for intelligent job interview assessment

D Shen, C Qin, H Zhu, T Xu, E Chen, H Xiong
ACM Transactions on Information Systems (TOIS) 40 (1), 1-36, 2021 (ACM TOIS) CCF-A


S2OSC: A holistic semi-supervised approach for open set classification

Y Yang, H Wei, ZQ Sun, GY Li, Y Zhou, H Xiong, J Yang
ACM Transactions on Knowledge Discovery from Data (TKDD) 16 (2), 1-27, 2021


Platform-oriented event time allocation

H Sun, N Wang, J Jia, J Huang, H Xiong, L He, X Liu, S Zhang, S Qiao, ...
IEEE Transactions on Knowledge and Data Engineering 35 (3), 2930-2942, 2021 (TKDE) CCF-A


Learning adaptive embedding considering incremental class

Y Yang, ZQ Sun, H Zhu, Y Fu, Y Zhou, H Xiong, J Yang
IEEE Transactions on Knowledge and Data Engineering 35 (3), 2736-2749, 2021 (TKDE) CCF-A


Interactive reinforcement learning for feature selection with decision tree in the loop

W Fan, K Liu, H Liu, Y Ge, H Xiong, Y Fu
IEEE Transactions on Knowledge and Data Engineering 35 (2), 1624-1636, 2021 (TKDE) CCF-A


An end-to-end multi-task learning model for drivable road detection via edge refinement and geometric deformation

K Li, H Xiong, D Yu, J Liu, Y Guo, J Wang
IEEE Transactions on Intelligent Transportation Systems 23 (7), 8641-8651, 2021 (IEEE TITS)


Exploiting real-time search engine queries for earthquake detection: A summary of results

Q Zhang, H Zhu, Q Liu, E Chen, H Xiong
ACM Transactions on Information Systems (TOIS) 39 (3), 1-32, 2021 (ACM TOIS) CCF-A


Exploiting network fusion for organizational turnover prediction

M Teng, H Zhu, C Liu, H Xiong
ACM Transactions on Management Information Systems (TMIS) 12 (2), 1-18, 2021 (ACM TMIS)


Corporate relative valuation using heterogeneous multi-modal graph neural network

Y Yang, JQ Yang, R Bao, DC Zhan, H Zhu, XR Gao, H Xiong, J Yang
IEEE Transactions on Knowledge and Data Engineering 35 (1), 211-224, 2021 (TKDE) CCF-A


Diagnostic sparse connectivity networks with regularization template

Y Qu, C Liu, K Zhang, K Xiao, B Jin, H Xiong
IEEE Transactions on Knowledge and Data Engineering 35 (1), 307-320, 2021 (TKDE) CCF-A


Market-oriented job skill valuation with cooperative composition neural network

Y Sun, F Zhuang, H Zhu, Q Zhang, Q He, H Xiong
Nature communications 12 (1), 1992, 2021


Competitive relationship prediction for points of interest: A neural graphlet based approach

J Zhou, T Huang, S Li, R Hu, Y Liu, Y Fu, H Xiong
IEEE Transactions on Knowledge and Data Engineering 34 (12), 5681-5692, 2021 (TKDE) CCF-A


Smoothing adversarial training for GNN

J Chen, X Lin, H Xiong, Y Wu, H Zheng, Q Xuan
IEEE Transactions on Computational Social Systems 8 (3), 618-629, 2020


Reliable multi-modal learning: A survey

杨杨， 詹德川， 姜远， 熊辉
Journal of Software 32 (4), 1067-1081, 2020


Detect professional malicious user with metric learning in recommender systems

Y Xu, Y Yang, E Wang, F Zhuang, H Xiong
IEEE Transactions on Knowledge and Data Engineering 34 (9), 4133-4146, 2020 (TKDE) CCF-A


Attribute graph neural networks for strict cold start recommendation

T Qian, Y Liang, Q Li, H Xiong
IEEE Transactions on Knowledge and Data Engineering 34 (8), 3597-3610, 2020 (TKDE) CCF-A


A fast evolutionary learning to optimize CNN

J Chen, X Lin, S Gao, H Xiong, L Zhang, Y Liu, Q Xuan
Chinese Journal of Electronics 29 (6), 1061-1073, 2020


Semi-supervised city-wide parking availability prediction via hierarchical recurrent graph neural network

W Zhang, H Liu, Y Liu, J Zhou, T Xu, H Xiong
IEEE Transactions on Knowledge and Data Engineering 34 (8), 3984-3996, 2020 (TKDE) CCF-A


STMARL: A spatio-temporal multi-agent reinforcement learning approach for cooperative traffic light control

Y Wang, T Xu, X Niu, C Tan, E Chen, H Xiong
IEEE Transactions on Mobile Computing 21 (6), 2228-2242, 2020 (TMC) CCF-A


A survey on knowledge graph-based recommender systems

Q Guo, F Zhuang, C Qin, H Zhu, X Xie, H Xiong, Q He
IEEE Transactions on Knowledge and Data Engineering 34 (8), 3549-3568, 2020 (TKDE) CCF-A


Exploiting user preference and mobile peer influence for human mobility annotation

R Hu, Y Liu, Y Li, J Zhou, S Ma, H Xiong
ACM Transactions on Knowledge Discovery from Data (TKDD) 14 (6), 1-18, 2020


Introduction to the Special Issue on the Best Papers from KDD 2018

H Xiong, CJ Lin
ACM Transactions on Knowledge Discovery from Data (TKDD) 14 (5), 1-2, 2020


A comprehensive survey on transfer learning

F Zhuang, Z Qi, K Duan, D Xi, Y Zhu, H Zhu, H Xiong, Q He
Proceedings of the IEEE 109 (1), 43-76, 2020 (Proc. IEEE) CCF-A


Dancing with Trump in the stock market: A deep information echoing model

K Yuan, G Liu, J Wu, H Xiong
ACM Transactions on Intelligent Systems and Technology (TIST) 11 (5), 1-22, 2020 (ACM TIST)


: A Neural Context Fusion Approach to Raw Mobility Annotation

R Hu, J Zhou, X Lu, H Zhu, S Ma, H Xiong
IEEE Transactions on Mobile Computing 21 (1), 226-238, 2020 (TMC) CCF-A


Neural serendipity recommendation: Exploring the balance between accuracy and novelty with sparse explicit feedback

Y Xu, Y Yang, E Wang, J Han, F Zhuang, Z Yu, H Xiong
ACM Transactions on Knowledge Discovery from Data (TKDD) 14 (4), 1-25, 2020


Enhancing employer brand evaluation with collaborative topic regression models

H Lin, H Zhu, J Wu, Y Zuo, C Zhu, H Xiong
ACM Transactions on Information Systems (TOIS) 38 (4), 1-33, 2020 (ACM TOIS) CCF-A


Deep subdomain adaptation network for image classification

Y Zhu, F Zhuang, J Wang, G Ke, J Chen, J Bian, H Xiong, Q He
IEEE transactions on neural networks and learning systems 32 (4), 1713-1722, 2020


Exploiting interpretable patterns for flow prediction in dockless bike sharing systems

J Gu, Q Zhou, J Yang, Y Liu, F Zhuang, Y Zhao, H Xiong
IEEE Transactions on Knowledge and Data Engineering 34 (2), 640-652, 2020 (TKDE) CCF-A


Incorporating multi-source urban data for personalized and context-aware multi-modal transportation recommendation

H Liu, Y Tong, J Han, P Zhang, X Lu, H Xiong
IEEE Transactions on Knowledge and Data Engineering 34 (2), 723-735, 2020 (TKDE) CCF-A


Sequential recommendation via cross-domain novelty seeking trait mining

FZ Zhuang, YM Zhou, HC Ying, FZ Zhang, X Ao, X Xie, Q He, H Xiong
Journal of computer science and technology 35 (2), 305-319, 2020


You are how you behave–spatiotemporal representation learning for college student academic achievement

XL Li, L Ma, XD He, H Xiong
Journal of Computer Science and Technology 35 (2), 353-367, 2020


An enhanced neural network approach to person-job fit in talent recruitment

C Qin, H Zhu, T Xu, C Zhu, C Ma, E Chen, H Xiong
ACM Transactions on Information Systems (TOIS) 38 (2), 1-33, 2020 (ACM TOIS) CCF-A


Inferring lifetime status of point-of-interest: A multitask multiclass approach

X Lu, Z Yu, C Liu, Y Liu, H Xiong, B Guo
ACM Transactions on Knowledge Discovery from Data (TKDD) 14 (1), 1-27, 2020


Product quantized collaborative filtering

D Lian, X Xie, E Chen, H Xiong
IEEE Transactions on Knowledge and Data Engineering 33 (9), 3284-3296, 2020 (TKDE) CCF-A


Slanderous user detection with modified recurrent neural networks in recommender system

Y Xu, Y Yang, J Han, E Wang, J Ming, H Xiong
Information Sciences 505, 265-281, 2019


DGEPN-GCEN2V: a new framework for mining GGI and its application in biomarker detection

J Chen, H Zheng, H Xiong, Y Wu, X Lin, S Ying, Q Xuan
Science China. Information Sciences 62 (9), 199104, 2019 (SCIS) CCF-A


Semi-supervised multi-modal clustering and classification with incomplete modalities

Y Yang, DC Zhan, YF Wu, ZB Liu, H Xiong, Y Jiang
IEEE Transactions on Knowledge and Data Engineering 33 (2), 682-695, 2019 (TKDE) CCF-A


Exploiting intra-day patterns for market shock prediction: A machine learning approach

J Sun, K Xiao, C Liu, W Zhou, H Xiong
Expert Systems with Applications 127, 272-281, 2019


Ekt: Exercise-aware knowledge tracing for student performance prediction

Q Liu, Z Huang, Y Yin, E Chen, H Xiong, Y Su, G Hu
IEEE Transactions on Knowledge and Data Engineering 33 (1), 100-115, 2019 (TKDE) CCF-A


Exploring the social learning of taxi drivers in latent vehicle-to-vehicle networks

T Xu, H Zhu, H Xiong, H Zhong, E Chen
IEEE Transactions on Mobile Computing 19 (8), 1804-1817, 2019 (TMC) CCF-A


Transit pattern detection using tensor factorization

B Du, W Zhou, C Liu, Y Cui, H Xiong
INFORMS Journal on Computing 31 (2), 193-206, 2019 (JoC)


An efficient destination prediction approach based on future trajectory prediction and transition matrix optimization

Z Yang, H Sun, J Huang, Z Sun, H Xiong, S Qiao, Z Guan, X Jia
IEEE transactions on knowledge and data engineering 32 (2), 203-217, 2018 (TKDE) CCF-A


SmartTransfer: Modeling the spatiotemporal dynamics of passenger transfers for crowdedness-aware route recommendations

B Du, Y Cui, Y Fu, R Zhong, H Xiong
ACM Transactions on Intelligent Systems and Technology (TIST) 9 (6), 1-26, 2018 (ACM TIST)


Dynamic talent flow analysis with deep sequence prediction modeling

H Xu, Z Yu, J Yang, H Xiong, H Zhu
IEEE Transactions on Knowledge and Data Engineering 31 (10), 1926-1939, 2018 (TKDE) CCF-A


Exploiting the dynamic mutual influence for predicting social event participation

T Xu, H Zhu, H Zhong, G Liu, H Xiong, E Chen
IEEE Transactions on Knowledge and Data Engineering 31 (6), 1122-1135, 2018 (TKDE) CCF-A


Representing urban forms: A collective learning model with heterogeneous human mobility data

Y Fu, G Liu, Y Ge, P Wang, H Zhu, C Li, H Xiong
IEEE transactions on knowledge and data engineering 31 (3), 535-548, 2018 (TKDE) CCF-A


Detecting pickpocket suspects from large-scale public transit records

B Du, C Liu, W Zhou, Z Hou, H Xiong
IEEE Transactions on Knowledge and Data Engineering 31 (3), 465-478, 2018 (TKDE) CCF-A


A Multi-Label Multi-View Learning Framework for In-App Service Usage Analysis.

HX Yanjie Fu, Junming Liu, Xiaolin Li
ACM Transactions on Intelligent Systems and Technology 9 (4), 40:1--40:24, 2018 (ACM TIST)


Personalized Air Travel Prediction: A Multi-factor Perspective.

YH Jie Liu, Bin Liu, Yanchi Liu, Huipeng Chen, Lina Feng, Hui Xiong
ACM Transactions on Intelligent Systems and Technology 9 (3), 30:1--30:26, 2018 (ACM TIST)


Person-Job Fit: Adapting the Right Talent for the Right Job with Joint Representation Learning.

PL Chen Zhu, Hengshu Zhu, Hui Xiong, Chao Ma, Fang Xie, Pengliang Ding
ACM Transactions on Management Information Systems 9 (3), 1-17, 2018 (ACM TMIS)


Price Shock Detection With an Influence-Based Model of Social Attention.

HX Keli Xiao, Qi Liu, Chuanren Liu
ACM Transactions on Management Information Systems 9 (1), 2:1-2:21, 2018 (ACM TMIS)


Paradoxical Correlation Pattern Mining.

RM Wenjun Zhou, Hui Xiong, Lian Duan, Keli Xiao
IEEE Transactions on Knowledge and Data Engineering 30 (8), 1561-1574, 2018 (TKDE) CCF-A


A Unified View of Social and Temporal Modeling for B2B Marketing Campaign Recommendation

HX Jingyuan Yang, Chuanren Liu, Mingfei Teng, Ji Chen
IEEE Transactions on Knowledge and Data Engineering 30 (5), 810-823, 2018 (TKDE) CCF-A


Cluster analysis in data‐driven management and decisions

L Sun, G Chen, H Xiong, C Guo
Journal of Management Science and Engineering 2 (4), 227-251, 2017


Fast affinity propagation clustering based on incomplete similarity matrix

L Sun, C Guo, C Liu, H Xiong
Knowledge and Information Systems 51 (3), 941-963, 2017 (KAIS)


Traffic light recognition based on prior knowledge and optimized threshold segmentation

XP Du, H Xiong, XF Li
Journal of Computers 28 (2), 197-205, 2017


An influence propagation view of pagerank

Q Liu, B Xiang, NJ Yuan, E Chen, H Xiong, Y Zheng, Y Yang
ACM Transactions on Knowledge Discovery from Data (TKDD) 11 (3), 1-30, 2017


Modeling buying motives for personalized product bundle recommendation

G Liu, Y Fu, G Chen, H Xiong, C Chen
ACM Transactions on Knowledge Discovery from Data (TKDD) 11 (3), 1-26, 2017


A unified framework for metric transfer learning

Y Xu, SJ Pan, H Xiong, Q Wu, R Luo, H Min, H Song
IEEE Transactions on Knowledge and Data Engineering 29 (6), 1158-1171, 2017 (TKDE) CCF-A


Intelligent bus routing with heterogeneous human mobility patterns

Y Liu, C Liu, NJ Yuan, L Duan, Y Fu, H Xiong, S Xu, J Wu
Knowledge and Information Systems 50 (2), 383-415, 2017 (KAIS)


A Unified Framework for Concurrent Pedestrian and Cyclist Detection.

KL Xiaofei Li, Lingxi Li, Fabian Flohr, Jianqiang Wang, Hui Xiong, Bernhard ...
IEEE Transactions on Intelligent Transportation Systems 18 (2), 269-281, 2017 (IEEE TITS)


A proactive workflow model for healthcare operation and management

C Liu, H Xiong, S Papadimitriou, Y Ge, K Xiao
IEEE transactions on knowledge and data engineering 29 (3), 586-598, 2016 (TKDE) CCF-A


Structural analysis of user choices for mobile app recommendation

B Liu, Y Wu, NZ Gong, J Wu, H Xiong, M Ester
ACM Transactions on Knowledge Discovery from Data (TKDD) 11 (2), 1-23, 2016


Modeling of geographic dependencies for real estate ranking

Y Fu, H Xiong, Y Ge, Y Zheng, Z Yao, ZH Zhou
ACM Transactions on Knowledge Discovery from Data (TKDD) 11 (1), 1-27, 2016


Tracking the evolution of social emotions with topic models

C Zhu, H Zhu, Y Ge, E Chen, Q Liu, T Xu, H Xiong
Knowledge and Information Systems 47 (3), 517-544, 2016 (KAIS)


Instance-based credit risk assessment for investment decisions in P2P lending

Y Guo, W Zhou, C Luo, C Liu, H Xiong
European Journal of Operational Research 249 (2), 417-426, 2016


Service usage classification with encrypted internet traffic in mobile messaging apps

Y Fu, H Xiong, X Lu, J Yang, C Chen
IEEE Transactions on Mobile Computing 15 (11), 2851-2864, 2016 (TMC) CCF-A


Occupancy-Based Frequent Pattern Mining*

L Zhang, P Luo, L Tang, E Chen, Q Liu, M Wang, H Xiong
ACM Transactions on Knowledge Discovery from Data (TKDD) 10 (2), 1-33, 2015


Mining mobile user preferences for personalized context-aware recommendation

H Zhu, E Chen, H Xiong, K Yu, H Cao, J Tian
ACM Transactions on Intelligent Systems and Technology (TIST) 5 (4), 1-27, 2014 (ACM TIST)


Learning to annotate via social interaction analytics

T Xu, H Zhu, E Chen, B Huai, H Xiong, J Tian
Knowledge and information systems 41 (2), 251-276, 2014 (KAIS)


A general geographical probabilistic factor model for point of interest recommendation

B Liu, H Xiong, S Papadimitriou, Y Fu, Z Yao
IEEE Transactions on Knowledge and Data Engineering 27 (5), 1167-1179, 2014 (TKDE) CCF-A


Toward personalized context recognition for mobile users: A semisupervised Bayesian HMM approach

B Huai, E Chen, H Zhu, H Xiong, T Bao, Q Liu, J Tian
ACM Transactions on Knowledge Discovery from Data (TKDD) 9 (2), 1-29, 2014


Object-oriented travel package recommendation

C Tan, Q Liu, E Chen, H Xiong, X Wu
ACM Transactions on Intelligent Systems and Technology (TIST) 5 (3), 1-26, 2014 (ACM TIST)


Popularity modeling for mobile apps: A sequential approach

H Zhu, C Liu, Y Ge, H Xiong, E Chen
IEEE transactions on cybernetics 45 (7), 1303-1314, 2014


An adaptive framework coping with dynamic target speed for device-free passive localization

X Zheng, J Yang, Y Chen, H Xiong
IEEE Transactions on Mobile Computing 14 (6), 1138-1150, 2014 (TMC) CCF-A


Discovering urban functional zones using latent activity trajectories

NJ Yuan, Y Zheng, X Xie, Y Wang, K Zheng, H Xiong
IEEE Transactions on Knowledge and Data Engineering 27 (3), 712-725, 2014 (TKDE) CCF-A


Ranking metric anomaly in invariant networks

Y Ge, G Jiang, M Ding, H Xiong
ACM Transactions on Knowledge Discovery from Data (TKDD) 8 (2), 1-30, 2014


Discovery of ranking fraud for mobile apps

H Zhu, H Xiong, Y Ge, E Chen
IEEE Transactions on knowledge and data engineering 27 (1), 74-87, 2014 (TKDE) CCF-A


K-means-based consensus clustering: A unified view

J Wu, H Liu, H Xiong, J Cao, J Chen
IEEE transactions on knowledge and data engineering 27 (1), 155-169, 2014 (TKDE) CCF-A


High-dimensional clustering: a clique-based hypergraph partitioning framework

T Hu, C Liu, Y Tang, J Sun, H Xiong, SY Sung
Knowledge and information systems 39 (1), 61-88, 2014 (KAIS)


Cost-aware collaborative filtering for travel tour recommendations

Y Ge, H Xiong, A Tuzhilin, Q Liu
ACM Transactions on Information Systems (TOIS) 32 (1), 1-31, 2014 (ACM TOIS) CCF-A


Mobile app classification with enriched contextual information

H Zhu, E Chen, H Xiong, H Cao, J Tian
IEEE Transactions on mobile computing 13 (7), 1550-1563, 2013 (TMC) CCF-A


Understanding and enhancement of internal clustering validation measures

Y Liu, Z Li, H Xiong, X Gao, J Wu, S Wu
IEEE transactions on cybernetics 43 (3), 982-994, 2013


SAIL: Summation-based incremental learning for information-theoretic text clustering

J Cao, Z Wu, J Wu, H Xiong
IEEE Transactions on Cybernetics 43 (2), 570-584, 2013


A survey of context-aware mobile recommendations

Q Liu, H Ma, E Chen, H Xiong
International Journal of Information Technology & Decision Making 12 (01, 2013


Mining Distinction and Commonality across Multiple Domains Using Generative Model for Text Classification (vol 24, pg 2025, 2012)

F Zhuang, P Luo, Z Shen, Q He, Y Xiong, Z Shi, H Xiong
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 24 (12), 2301-2301, 2012 (TKDE) CCF-A


Erratum to" Mining Distinction and Commonality across Multiple Domains Using Generative Model for Text Classification"

F Zhuang, P Luo, Z Shen, Q He, Y Xiong, Z Shi, H Xiong
IEEE Transactions on Knowledge & Data Engineering 24 (12), 2301-2301, 2012


A cocktail approach for travel package recommendation

Q Liu, E Chen, H Xiong, Y Ge, Z Li, X Wu
IEEE Transactions on Knowledge and Data Engineering 26 (2), 278-293, 2012 (TKDE) CCF-A


Detecting and tracking topics and events from web search logs

H Liu, J He, Y Gu, H Xiong, X Du
ACM Transactions on Information Systems (TOIS) 30 (4), 1-29, 2012 (ACM TOIS) CCF-A


Mining blackhole and volcano patterns in directed graphs: a general approach

Z Li, H Xiong, Y Liu
Data Mining and Knowledge Discovery 25 (3), 577-602, 2012


Information propagation in online social networks: a tie-strength perspective

J Zhao, J Wu, X Feng, H Xiong, K Xu
Knowledge and Information Systems 32 (3), 589-608, 2012 (KAIS)


An unsupervised approach to modeling personalized contexts of mobile users

T Bao, H Cao, E Chen, J Tian, H Xiong
Knowledge and Information Systems 31 (2), 345-370, 2012 (KAIS)


Adapting the right measures for pattern discovery: A unified view

J Wu, S Zhu, H Xiong, J Chen, J Zhu
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42, 2012


Distance metrics for high dimensional nearest neighborhood recovery: Compression and normalization

SL France, JD Carroll, H Xiong
Information Sciences 184 (1), 92-110, 2012


The minimum consistent subset cover problem: a minimization view of data mining

BJ Gao, M Ester, H Xiong, JY Cai, O Schulte
IEEE Transactions on Knowledge and Data Engineering 25 (3), 690-703, 2011 (TKDE) CCF-A


A Generalization of Distance Functions for Fuzzy-Means Clustering With Centroids of Arithmetic Means

J Wu, H Xiong, C Liu, J Chen
IEEE Transactions on Fuzzy Systems 20 (3), 557-571, 2011


A semantic term weighting scheme for text categorization

Q Luo, E Chen, H Xiong
Expert Systems with Applications 38 (10), 12708-12716, 2011


Enhancing collaborative filtering by user interest expansion via personalized ranking

Q Liu, E Chen, H Xiong, CHQ Ding, J Chen
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42, 2011


Special issue on" context-aware data mining (CADM)"

C Renso, V Bogorny, H Xiong
Knowledge and Information Systems 28 (2), 249, 2011 (KAIS)


Mining distinction and commonality across multiple domains using generative model for text classification

F Zhuang, P Luo, Z Shen, Q He, Y Xiong, Z Shi, H Xiong
IEEE Transactions on Knowledge and Data Engineering 24 (11), 2025-2039, 2011 (TKDE) CCF-A


Multifocal learning for customer problem analysis

Y Ge, H Xiong, W Zhou, S Li, R Sahoo
ACM Transactions on Intelligent Systems and Technology (TIST) 2 (3), 1-22, 2011 (ACM TIST)


Semantics-based automated service discovery

AV Paliwal, B Shafiq, J Vaidya, H Xiong, N Adam
IEEE Transactions on Services Computing 5 (2), 260-275, 2011 (IEEE TSC)


Exploiting associations between word clusters and document classes for cross‐domain text categorization

F Zhuang, P Luo, H Xiong, Q He, Y Xiong, Z Shi
Statistical Analysis and Data Mining: The ASA Data Science Journal 4 (1, 2011


On the deep order-preserving submatrix problem: A best effort approach

BJ Gao, OL Griffith, M Ester, H Xiong, Q Zhao, SJM Jones
IEEE transactions on knowledge and data engineering 24 (2), 309-325, 2010 (TKDE) CCF-A


Validation of overlapping clustering: A random clustering perspective

J Wu, H Yuan, H Xiong, G Chen
Information Sciences 180 (22), 4353-4369, 2010


Achieving guaranteed anonymity in gps traces via uncertainty-aware path cloaking

B Hoh, M Gruteser, H Xiong, A Alrabady
IEEE Transactions on Mobile Computing 9 (8), 1089-1107, 2010 (TMC) CCF-A


COG: local decomposition for rare class analysis

J Wu, H Xiong, J Chen
Data Mining and Knowledge Discovery 20 (2), 191-220, 2010


Cross-domain learning from multiple sources: A consensus regularization perspective

F Zhuang, P Luo, H Xiong, Y Xiong, Q He, Z Shi
IEEE Transactions on Knowledge and Data Engineering 22 (12), 1664-1678, 2009 (TKDE) CCF-A


Characterizing pattern preserving clustering

H Xiong, M Steinbach, A Ruslim, V Kumar
Knowledge and information systems 19 (3), 311-336, 2009 (KAIS)


Object discovery in high-resolution remote sensing images: a semantic perspective

D Guo, H Xiong, V Atluri, NR Adam
Knowledge and Information Systems 19 (2), 211-233, 2009 (KAIS)


Senior Member, IEEE, Junjie Wu, and Jian Chen, Fellow, IEEE K-means Clustering Versus Validation Measures: A Data Distribution Perspective IEEE Transactions on Systems, Man and …

H Xiong
IEEE Transactions on Systems, Man, And Cybernetics—Part B: Cybernetics 39 (2), 2009


External validation measures for K-means clustering: A data distribution perspective

J Wu, J Chen, H Xiong, M Xie
Expert Systems with Applications 36 (3), 6050-6061, 2009


Top-k φ correlation computation

H Xiong, W Zhou, M Brodie, S Ma
INFORMS Journal on Computing 20 (4), 539-552, 2008 (JoC)


Information-theoretic distance measures for clustering validation: Generalization and normalization

P Luo, H Xiong, G Zhan, J Wu, Z Shi
IEEE Transactions on Knowledge and Data Engineering 21 (9), 1249-1262, 2008 (TKDE) CCF-A


Co-clustering bipartite with pattern preservation for topic extraction

T Hu, CL Tan, Y Tang, SY Sung, H Xiong, C Qu
International Journal on Artificial Intelligence Tools 17 (01), 87-107, 2008


Discovery of maximum length frequent itemsets

T Hu, SY Sung, H Xiong, Q Fu
Information Sciences 178 (1), 69-87, 2008


On the strength of hyperclique patterns for text categorization

T Qian, H Xiong, Y Wang, E Chen
Information Sciences 177 (19), 4040-4058, 2007


Mining maximal hyperclique pattern: a hybrid search strategy

Y Huang, H Xiong, W Wu, P Deng, Z Zhang
Information Sciences 177 (3), 703-721, 2007


Privacy leakage in multi-relational databases: a semi-supervised learning perspective

H Xiong, M Steinbach, V Kumar
The VLDB journal 15 (4), 388-402, 2006


Hyperclique pattern discovery

H Xiong, PN Tan, V Kumar
Data Mining and Knowledge Discovery 13 (2), 219-242, 2006


A cubic-wise balance approach for privacy preservation in data cubes

Y Liu, SY Sung, H Xiong
Information Sciences 176 (9), 1215-1240, 2006


TAPER: A two-step approach for all-strong-pairs correlation query in large databases

H Xiong, S Shekhar, PM Tan, V Kumar
IEEE Transactions on Knowledge and Data Engineering 18 (4), 493-508, 2006 (TKDE) CCF-A


Enhancing data analysis with noise removal

H Xiong, G Pandey, M Steinbach, V Kumar
IEEE transactions on knowledge and data engineering 18 (3), 304-319, 2006 (TKDE) CCF-A


Transitive closure and metric inequality of weighted graphs: detecting protein interaction modules using cliques

C Ding, X He, H Xiong, H Peng, SR Holbrook
International journal of data mining and bioinformatics 1 (2), 162-177, 2006


Privacy preservation for data cubes

SY Sung, Y Liu, H Xiong, PA Ng
Knowledge and Information Systems 9 (1), 38-61, 2006 (KAIS)


Discovering colocation patterns from spatial data sets: a general approach

Y Huang, S Shekhar, H Xiong
IEEE Transactions on Knowledge and data engineering 16 (12), 1472-1485, 2004 (TKDE) CCF-A


Adapting the right web pages to the right users

X Hui, SY Sung, S Huang
Data Mining and Knowledge Discovery: Theory, Tools, and Technology II 4057, 2000


Conference Papers / Preprints

Enhancing job recommendations with LLM-based resume completion: A behavior-denoised alignment approach

C Zhu, X Hu, H Wu, C Qin, H Zhu, H Xiong
Information Processing & Management 62 (6), 104261, 2025


Multifractal Comparison of Billboard and AI-Generated Music

KK Zhang, Y Sun, H Xiong
Proceedings of the 33rd ACM International Conference on Multimedia, 12419-12427, 2025 (ACM MM) CCF-A


CitySculpt: 3D City Generation from Satellite Imagery with UV Diffusion

X Yao, X Wang, H Xiong
Proceedings of the 33rd ACM International Conference on Multimedia, 9813-9821, 2025 (ACM MM) CCF-A


RETuning: Upgrading Inference-Time Scaling for Stock Movement Prediction with Large Language Models

X Lin, C Yang, Y Ma, M Li, R Zhang, Y Ni, X Wu, C Xu, J Guo, H Xiong
arXiv preprint arXiv:2510.21604, 2025


Optimizing the Unknown: Black Box Bayesian Optimization with Energy-Based Model and Reinforcement Learning

R Miao, J Xiao, S Tsang, H Xiong, Y Wu
arXiv preprint arXiv:2510.19530, 2025


Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in sEMG Analysis

W Guo, Z Qiao, Y Sun, Y Xu, H Xiong
Forty-second International Conference on Machine Learning, 2025 (ICML) CCF-A


Towards Generalizable PDE Dynamics Forecasting via Physics-Guided Invariant Learning

S Li, Y Chen, Y Guo, M Huang, H Xiong
arXiv preprint arXiv:2509.24332, 2025


Neural Pontryagin Optimal Controller for Lossy Energy Storage with Nonlinear Efficiency

C Gu, Y Chen
2025 IEEE International Conference on Communications, Control, and Computing, 2025


Think-on-Graph 3.0: Efficient and Adaptive LLM Reasoning on Heterogeneous Graphs via Multi-Agent Dual-Evolving Context Retrieval

X Wu, C Yang, X Lin, C Xu, X Jiang, Y Sun, H Xiong, J Li, J Guo
arXiv preprint arXiv:2509.21710, 2025


Less is More: Token-Efficient Video-QA via Adaptive Frame-Pruning and Semantic Graph Integration

S Wang, Z Chen, Y Xu, W Guo, H Xiong
arXiv preprint arXiv:2508.03337, 2025


Structure-enhanced protein instruction tuning: Towards general-purpose protein understanding with llms

W Wu, C Wang, L Chen, M Yin, Y Zhu, K Fu, J Ye, H Xiong, Z Wang
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2025 (KDD) CCF-A


ScIRGen: Synthesize Realistic and Large-Scale RAG Dataset for Scientific Research

J Lin, L Dai, R Han, Y Sui, R Wang, X Sun, Q Wu, M Feng, H Liu, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2025 (KDD) CCF-A


Scihorizon: Benchmarking ai-for-science readiness from scientific data to large language models

C Qin, X Chen, C Wang, P Wu, X Chen, Y Cheng, J Zhao, M Xiao, X Dong, ...
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2025 (KDD) CCF-A


Unleashing the power of pre-trained language models for irregularly sampled time series

W Zhang, C Yin, H Liu, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2025 (KDD) CCF-A


A survey on deep learning based time series analysis with frequency transformation

K Yi, Q Zhang, W Fan, L Cao, S Wang, H He, G Long, L Hu, Q Wen, ...
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2025 (KDD) CCF-A


The 6th International Workshop on Talent and Management Computing (TMC 2025)

H Zhu, Y Ge, H Xiong, EP Lim
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2025 (KDD) CCF-A


Virne: A Comprehensive Benchmark for Deep RL-based Network Resource Allocation in NFV

T Wang, L Deng, X Chen, J Wang, H He, L Ding, W Wu, Q Fan, H Xiong
arXiv preprint arXiv:2507.19234, 2025


LLM-Eraser: Optimizing Large Language Model Unlearning through Selective Pruning

S Zhang, L Zhang, J Zhou, Z Zheng, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2025 (KDD) CCF-A


Instruction Semantics Enhanced Dual-Flow Graph Model for GPU Error Resilience Prediction

P Yu, J Gu, D Shen, X Dong, Y Liu, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2025 (KDD) CCF-A


Llmlight: Large language models as traffic signal control agents

S Lai, Z Xu, W Zhang, H Liu, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2025 (KDD) CCF-A


Deoforant ball for shoes

H Xiong
US Patent App. 19/094,225, 2025


Efficient Skill Discovery via Regret-Aware Optimization

H Zhang, M Zhou, S Zhai, Y Sun, H Xiong
arXiv preprint arXiv:2506.21044, 2025


Da Yu: Towards USV-Based Image Captioning for Waterway Surveillance and Scene Understanding

R Guan, N Ouyang, T Xu, S Liang, W Dai, Y Sun, S Gao, S Lai, S Yao, ...
arXiv preprint arXiv:2506.19288, 2025


A survey of reasoning with foundation models: Concepts, methodologies, and outlook

J Sun, C Zheng, E Xie, Z Liu, R Chu, J Qiu, J Xu, M Ding, H Li, M Geng, ...
ACM Computing Surveys 57 (11), 1-43, 2025


Application-Driven Value Alignment in Agentic AI Systems: Survey and Perspectives

W Zeng, H Zhu, C Qin, H Wu, Y Cheng, S Zhang, X Jin, Y Shen, Z Wang, ...
arXiv preprint arXiv:2506.09656, 2025


Labor Migration Modeling Through Large-Scale Job Query Data

Z Guo, L Zhang, H Zhu, W Zhang, H Xiong, H Liu
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 162-174, 2025 (PAKDD)


SAFER: A Calibrated Risk-Aware Multimodal Recommendation Model for Dynamic Treatment Regimes

Y Shen, Y Ye, H Xiong, Y Chen
arXiv preprint arXiv:2506.06649, 2025


Cognitive Disentanglement for Referring Multi-Object Tracking

S Liang, R Guan, W Lian, D Liu, X Sun, D Wu, Y Yue, W Ding, H Xiong
Information Fusion, 103349, 2025


On the Transferability and Discriminability of Repersentation Learning in Unsupervised Domain Adaptation

W Qiang, Z Gu, L Si, J Li, C Zheng, F Sun, H Xiong
arXiv preprint arXiv:2505.22099, 2025


Improving Recommendation Fairness without Sensitive Attributes Using Multi-Persona LLMs

H Xin, Y Sun, C Wang, Y Yu, W Zhang, H Xiong
arXiv preprint arXiv:2505.19473, 2025


LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach

H Xin, Y Sun, C Wang, W Zhang, H Xiong
arXiv preprint arXiv:2505.19464, 2025


Select2Reason: Efficient Instruction-Tuning Data Selection for Long-CoT Reasoning

C Yang, X Lin, C Xu, X Jiang, X Wu, H Liu, H Xiong, J Guo
arXiv preprint arXiv:2505.17266, 2025


Gcal: Adapting graph models to evolving domain shifts

Z Qiao, Q Cai, H Dong, J Gu, P Wang, M Xiao, X Luo, H Xiong
arXiv preprint arXiv:2505.16860, 2025


Method for determining text topic, and electronic device

D Shen, C Qin, C Wang, Z Dong, H Zhu, H Xiong
US Patent 12,307,207, 2025


Joint Dependency and Conflicting Task Allocation in Collaboration-Aware Spatial Crowdsourcing

J Yao, L Yang, H Liu, H Xiong
2025 IEEE 41st International Conference on Data Engineering (ICDE), 3562-3574, 2025 CCF-A


Talk2radar: Bridging natural language with 4d mmwave radar for 3d referring expression comprehension

R Guan, R Zhang, N Ouyang, J Liu, KL Man, X Cai, M Xu, J Smith, EG Lim, ...
2025 IEEE International Conference on Robotics and Automation (ICRA), 10884, 2025


Learning to think: Information-theoretic reinforcement fine-tuning for llms

J Wang, W Qiang, Z Song, C Zheng, H Xiong
arXiv preprint arXiv:2505.10425, 2025


npj Artificial Intelligence—Editorial journal inauguration

H Xiong
npj Artificial Intelligence 1 (1), 1, 2025


Llm-powered multi-agent framework for goal-oriented learning in intelligent tutoring system

T Wang, Y Zhan, J Lian, Z Hu, NJ Yuan, Q Zhang, X Xie, H Xiong
Proceedings of the Web Conference, 2025 (WWW) CCF-A


From Events to Enhancement: A Survey on Event-Based Imaging Technologies

Y Lu, X Xu, P Li, Y Wang, Y Cui, H Yao, H Xiong
arXiv preprint arXiv:2505.05488, 2025


GVPO: Group variance policy optimization for large language model post-training

K Zhang, Y Hong, J Bao, H Jiang, Y Song, D Hong, H Xiong
arXiv preprint arXiv:2504.19599, 2025


Hierarchical Time-Aware Mixture of Experts for Multi-Modal Sequential Recommendation

S Zhang, L Chen, D Shen, C Wang, H Xiong
Proceedings of the Web Conference, 2025 (WWW) CCF-A


Automatic Instruction Data Selection for Large Language Models via Uncertainty-Aware Influence Maximization

J Han, H Liu, J Fang, N Tan, H Xiong
Proceedings of the Web Conference, 2025 (WWW) CCF-A


A comprehensive survey in llm (-agent) full stack safety: Data, training and deployment

K Wang, G Zhang, Z Zhou, J Wu, M Yu, S Zhao, C Yin, J Fu, Y Yan, H Luo, ...
arXiv preprint arXiv:2504.15585, 2025


Unleashing the Power of Large Language Model for Denoising Recommendation

S Wang, Z Zheng, Y Sui, H Xiong
Proceedings of the Web Conference, 2025 (WWW) CCF-A


Multimodal 3D Genome Pre-training

M Yang, P Li, Y Liang, Q Cai, Z Zheng, S Zhang, P Zhang, ZA Huang, ...
arXiv preprint arXiv:2504.09060, 2025


TC-LLaVA: Rethinking the Transfer of LLava from Image to Video Understanding with Temporal Considerations

M Gao, J Liu, M Li, J Xie, Q Liu, K Zhao, X Chen, H Xiong
Proceedings of the AAAI Conference on Artificial Intelligence, 2025 (AAAI) CCF-A


Fusing Pruned and Backdoored Models: Optimal Transport-based Data-free Backdoor Mitigation

W Lin, L Liu, J Li, H Xiong
Proceedings of the AAAI Conference on Artificial Intelligence, 2025 (AAAI) CCF-A


TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning

H Ni, F Liu, X Ma, L Su, S Wang, D Yin, H Xiong, H Liu
arXiv preprint arXiv:2504.08694, 2025


Harnessing multimodal large language models for multimodal sequential recommendation

Y Ye, Z Zheng, Y Shen, T Wang, H Zhang, P Zhu, R Yu, K Zhang, H Xiong
Proceedings of the AAAI Conference on Artificial Intelligence, 2025 (AAAI) CCF-A


Logic-in-frames: Dynamic keyframe search via visual semantic-logical verification for long video understanding

W Guo, Z Chen, S Wang, J He, Y Xu, J Ye, Y Sun, H Xiong
arXiv preprint arXiv:2503.13139, 2025


HiCMamba: Enhancing Hi-C Resolution and Identifying 3D Genome Structures with State Space Modeling

M Yang, ZA Huang, Z Zheng, Y Liu, S Zhang, P Zhang, H Xiong, S Tang
arXiv preprint arXiv:2503.10713, 2025


Talk2pc: Enhancing 3d visual grounding through lidar and radar point clouds fusion for autonomous driving

R Guan, J Liu, N Ouyang, S Liang, D Liu, X Sun, L Zheng, M Xu, Y Yue, ...
arXiv preprint arXiv:2503.08336, 2025


TimeFound: A Foundation Model for Time Series Forecasting

C Xiao, J Zhou, Y Xiao, X Lu, L Zhang, H Xiong
arXiv preprint arXiv:2503.04118, 2025


Mark your llm: Detecting the misuse of open-source large language models via watermarking

Y Xu, A Liu, X Hu, L Wen, H Xiong
arXiv preprint arXiv:2503.04636, 2025


Can Large Language Models Help Experimental Design for Causal Discovery?

J Li, Y Chen, C Liu, Q Cai, T Liu, B Han, K Zhang, H Xiong
arXiv preprint arXiv:2503.01139, 2025


Seper: Measure retrieval utility through the lens of semantic perplexity reduction

L Dai, Y Xu, J Ye, H Liu, H Xiong
arXiv preprint arXiv:2503.01478, 2025


Scalable Pre-Training of Compact Urban Spatio-Temporal Predictive Models on Large-Scale Multi-Domain Data

J Han, H Wang, H Xiong, H Liu
Proceedings of the VLDB Endowment 18 (7), 2149-2158, 2025 (PVLDB) CCF-A


SEE: See Everything Every Time--Adaptive Brightness Adjustment for Broad Light Range Images via Events

Y Lu, X Xu, H Lu, Y Qian, P Li, H Yao, B Yang, J Li, Q Cai, W Guo, H Xiong
arXiv preprint arXiv:2502.21120, 2025


SCA3D: Enhancing Cross-modal 3D Retrieval via 3D Shape and Caption Paired Data Augmentation

J Ren, H Wu, H Xiong, H Wang
arXiv preprint arXiv:2502.19128, 2025


LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data

C Yang, X Lin, C Xu, X Jiang, S Ma, A Liu, H Xiong, J Guo
arXiv preprint arXiv:2502.12583, 2025


GENERator: a long-context generative genomic foundation model

W Wu, Q Li, M Li, K Fu, F Feng, J Ye, H Xiong, Z Wang
arXiv preprint arXiv:2502.07272, 2025


Boosting Knowledge Graph-based Recommendations through Confidence-Aware Augmentation with Large Language Models

R Cai, C Wang, Q Cai, D Shen, H Xiong
arXiv preprint arXiv:2502.03715, 2025


RGB-Event ISP: The Dataset and Benchmark

Y Lu, Y Qian, Z Rao, J Xiao, L Chen, H Xiong
arXiv preprint arXiv:2501.19129, 2025


A comprehensive survey on self-interpretable neural networks

Y Ji, Y Sun, Y Zhang, Z Wang, Y Zhuang, Z Gong, D Shen, C Qin, H Zhu, ...
arXiv preprint arXiv:2501.15638, 2025


Towards data-centric ai: A comprehensive survey of traditional, reinforcement, and generative approaches for tabular data transformation

D Wang, Y Huang, W Ying, H Bai, N Gong, X Wang, S Dong, T Zhe, K Liu, ...
arXiv preprint arXiv:2501.10555, 2025


CHAT: Beyond Contrastive Graph Transformer for Link Prediction in Heterogeneous Networks

S Zhang, L Zhang, J Zhou, H Xiong
arXiv preprint arXiv:2501.02760, 2025


Spatio-Temporal Fuzzy-oriented Multi-Modal Meta-Learning for Fine-grained Emotion Recognition

J Wang, W Qiang, C Zheng, F Sun
arXiv preprint arXiv:2412.13541, 2024


Unveiling and mitigating backdoor vulnerabilities based on unlearning weight changes and backdoor activeness

W Lin, L Liu, S Wei, J Li, H Xiong
Advances in Neural Information Processing Systems 37, 42097-42122, 2024 (NeurIPS) CCF-A


Improving gloss-free sign language translation by reducing representation density

J Ye, X Wang, W Jiao, J Liang, H Xiong
Advances in Neural Information Processing Systems 37, 107379-107402, 2024 (NeurIPS) CCF-A


Improved Bayes regret bounds for multi-task hierarchical Bayesian bandit algorithms

J Guan, H Xiong
Advances in Neural Information Processing Systems 37, 72964-72999, 2024 (NeurIPS) CCF-A


Resource-aware federated self-supervised learning with global class representations

M Li, X Zhang, Q Wang, T Liu, R Wu, W Wang, F Zhuang, H Xiong, D Yu
Advances in Neural Information Processing Systems 37, 10008-10035, 2024 (NeurIPS) CCF-A


Parsimony or capability? decomposition delivers both in long-term time series forecasting

J Deng, F Ye, D Yin, X Song, I Tsang, H Xiong
Advances in Neural Information Processing Systems 37, 66687-66712, 2024 (NeurIPS) CCF-A


Tackling uncertain correspondences for multi-modal entity alignment

L Chen, Y Sun, S Zhang, Y Ye, W Wu, H Xiong
Advances in Neural Information Processing Systems 37, 119386-119410, 2024 (NeurIPS) CCF-A


Plan-on-graph: Self-correcting adaptive planning of large language model on knowledge graphs

L Chen, P Tong, Z Jin, Y Sun, J Ye, H Xiong
Advances in Neural Information Processing Systems 37, 37665-37691, 2024 (NeurIPS) CCF-A


Job-SDF: A multi-granularity dataset for job skill demand forecasting and benchmarking

X Chen, C Qin, C Fang, C Wang, F Zhuang, H Zhu, H Xiong
Advances in Neural Information Processing Systems 37, 129329-129356, 2024 (NeurIPS) CCF-A


SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network

W Guo, Y Sun, Y Xu, Z Qiao, Y Yang, H Xiong
Advances in Neural Information Processing Systems 37, 36717-36747, 2024 (NeurIPS) CCF-A


Method and apparatus for generating recommendation model, content recommendation method and apparatus, device and medium

Y Wang, H Xiong
US Patent 12,165,059, 2024


Hierarchical deep reinforcement learning for computation offloading in autonomous multi-robot systems

W Gao, Z Yu, L Wang, H Cui, B Guo, H Xiong
IEEE Robotics and Automation Letters, 2024


Explainable and interpretable multimodal large language models: A comprehensive survey

Y Dang, K Huang, J Huo, Y Yan, S Huang, D Liu, M Gao, J Zhang, C Qian, ...
arXiv preprint arXiv:2412.02104, 2024


Station recommendation

W Zhang, H Liu, D Dou, H Xiong
US Patent 12,140,441, 2024


Neuromodulated Meta-Learning

J Wang, H Guo, W Qiang, J Li, C Zheng, H Xiong, G Hua
arXiv preprint arXiv:2411.06746, 2024


A survey of text watermarking in the era of large language models

A Liu, L Pan, Y Lu, J Li, X Hu, X Zhang, L Wen, I King, H Xiong, P Yu
ACM Computing Surveys 57 (2), 1-36, 2024


Tokenselect: Efficient long-context inference and length extrapolation for llms via dynamic token-level kv cache selection

W Wu, Z Pan, C Wang, L Chen, Y Bai, T Wang, K Fu, Z Wang, H Xiong
arXiv preprint arXiv:2411.02886, 2024


Towards Constraint-aware Learning for Resource Allocation in NFV-enabled Networks

T Wang, L Yang, C Wang, C Qin, L Deng, L Shen, H Xiong
arXiv preprint arXiv:2410.22999, 2024


Neugpt: Unified multi-modal neural gpt

Y Yang, Y Duan, H Jo, Q Zhang, R Xu, OP Jones, X Hu, C Lin, H Xiong
arXiv preprint arXiv:2410.20916, 2024


Tabular data-centric ai: Challenges, techniques and future perspectives

Y Fu, D Wang, H Xiong, K Liu
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024 (CIKM)


Spatio-Temporal Sequence Modeling for Traffic Signal Control

Q Sun, L Zhang, J Zhou, R Zha, Y Mei, C Tian, H Xiong
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024 (CIKM)


Improve dense passage retrieval with entailment tuning

L Dai, H Liu, H Xiong
arXiv preprint arXiv:2410.15801, 2024


Language model preference evaluation with multiple weak evaluators

Z Hu, J Zhang, Z Xiong, A Ratner, H Xiong, R Krishna
arXiv preprint arXiv:2410.12869, 2024


Meta-Transfer Learning Empowered Temporal Graph Networks for Cross-City Real Estate Appraisal

W Zhang, J Han, H Liu, W Fan, H Wang, H Xiong
arXiv preprint arXiv:2410.08947, 2024


Errorradar: Benchmarking complex mathematical reasoning of multimodal large language models via error detection

Y Yan, S Wang, J Huo, H Li, B Li, J Su, X Gao, YF Zhang, T Xu, Z Chu, ...
arXiv preprint arXiv:2410.04509, 2024


Data processing method

HAO Siyuan, L Zhang, Z Jingbo, S Zhang, C Qin, H Xiong
US Patent App. 18/741,744, 2024


Channel-aware Contrastive Conditional Diffusion for Multivariate Probabilistic Time Series Forecasting

S Li, Y Chen, H Xiong
arXiv preprint arXiv:2410.02168, 2024


SEAL: SEmantic-Augmented Imitation Learning via Language Model

C Gu, Y Pan, H Bai, H Xiong, Y Chen
arXiv preprint arXiv:2410.02231, 2024


DiffPLF: A conditional diffusion model for probabilistic forecasting of EV charging load

S Li, H Xiong, Y Chen
Electric Power Systems Research 235, 110723, 2024


Uniinr: Event-guided unified rolling shutter correction, deblurring, and interpolation

Y Lu, G Liang, Y Wang, L Wang, H Xiong
European Conference on Computer Vision, 1-20, 2024 (ECCV)


Convergence-aware Clustered Federated Graph Learning Framework for Collaborative Inter-company Labor Market Forecasting

Z Guo, H Liu, L Zhang, Q Zhang, H Zhu, H Xiong
arXiv preprint arXiv:2409.19545, 2024


DTP-M3Net: Monocular Multiclass Multistage Vulnerable Road User Detection, Tracking and Prediction for Autonomous Driving

H Xiong, F Zhang, X Fang, H Huang, Q Yuan, Q Pan, D Zhang
2024 IEEE 27th International Conference on Intelligent Transportation, 2024


Information filtering and interpolating for semi-supervised graph domain adaptation

Z Qiao, M Xiao, W Guo, X Luo, H Xiong
Pattern Recognition 153, 110498, 2024 (PR)


A survey on large language models for recommendation

L Wu, Z Zheng, Z Qiu, H Wang, H Gu, T Shen, C Qin, C Zhu, H Zhu, Q Liu, ...
World Wide Web 27 (5), 60, 2024


Cinepregen: Camera controllable video previsualization via engine-powered diffusion

Y Chen, A Rao, X Jiang, S Xiao, R Ma, Z Wang, H Xiong, B Dai
arXiv preprint arXiv:2408.17424, 2024


Killing Two Birds with One Stone: Cross-modal Reinforced Prompting for Graph and Language Tasks

W Jiang, W Wu, L Zhang, Z Yuan, J Xiang, J Zhou, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2024 (KDD) CCF-A


Crosslight: Offline-to-online reinforcement learning for cross-city traffic signal control

Q Sun, R Zha, L Zhang, J Zhou, Y Mei, Z Li, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2024 (KDD) CCF-A


Refound: Crafting a foundation model for urban region understanding upon language and visual foundations

C Xiao, J Zhou, Y Xiao, J Huang, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2024 (KDD) CCF-A


Pail: Performance based adversarial imitation learning engine for carbon neutral optimization

Y Ye, LA Tang, H Wang, R Yu, W Yu, E He, H Chen, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2024 (KDD) CCF-A


Urban foundation models: A survey

W Zhang, J Han, Z Xu, H Ni, H Liu, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2024 (KDD) CCF-A


Interpretable cascading mixture-of-experts for urban traffic congestion prediction

W Jiang, J Han, H Liu, T Tao, N Tan, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2024 (KDD) CCF-A


Optimized Cost Per Click in Online Advertising: A Theoretical Analysis

K Zhang, Z Yuan, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2024 (KDD) CCF-A


Comet: Nft price prediction with wallet profiling

T Wang, L Deng, C Wang, J Lian, Y Yan, NJ Yuan, Q Zhang, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2024 (KDD) CCF-A


Irregular traffic time series forecasting based on asynchronous spatio-temporal graph convolutional networks

W Zhang, L Zhang, J Han, H Liu, Y Fu, J Zhou, Y Mei, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2024 (KDD) CCF-A


Hierarchical Structure-Aware Graph Prompting for Drug-Drug Interaction Prediction

Y Ye, J Zhou, S Li, C Xiao, H Ying, H Xiong
Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD), 2024


Parallel task scheduling in autonomous robotic systems: An event-driven multimodal prediction approach

W Gao, Z Yu, H Xiong, B Guo, L Wang, Y Yao
Proceedings of the 53rd International Conference on Parallel Processing, 742-751, 2024


Pre-dygae: Pre-training enhanced dynamic graph autoencoder for occupational skill demand forecasting

X Chen, C Qin, Z Wang, Y Cheng, C Wang, H Zhu, H Xiong
Proceedings of the 33rd International Joint Conference on Artificial Intelligence, 2024 (IJCAI) CCF-A


On the discriminability of self-supervised representation learning

Z Song, W Qiang, C Zheng, F Sun, H Xiong
arXiv preprint arXiv:2407.13541, 2024


COM3D: Leveraging Cross-View Correspondence and Cross-Modal Mining for 3D Retrieval

H Wu, R Li, H Wang, H Xiong
2024 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2024


Towards efficient resume understanding: A multi-granularity multi-modal pre-training approach

F Jiang, C Qin, J Zhang, K Yao, X Chen, D Shen, C Zhu, H Zhu, H Xiong
2024 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2024


Graph signal diffusion model for collaborative filtering

Y Zhu, C Wang, Q Zhang, H Xiong
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024 CCF-A


Unifying Graph Retrieval and Prompt Tuning for Graph-Grounded Text Classification

L Dai, Y Yin, E Chen, H Xiong
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024 CCF-A


Mirror: A multi-view reciprocal recommender system for online recruitment

Z Zheng, X Hu, S Gao, H Zhu, H Xiong
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024 CCF-A


Afdgcf: Adaptive feature de-correlation graph collaborative filtering for recommendations

W Wu, C Wang, D Shen, C Qin, L Chen, H Xiong
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024 CCF-A


Irregular multivariate time series forecasting: A transformable patching graph neural networks approach

W Zhang, C Yin, H Liu, X Zhou, H Xiong
Forty-first International Conference on Machine Learning, 2024 (ICML) CCF-A


Super-Node Generation for GNN-Based Recommender Systems: Enhancing Distant Node Integration via Graph Coarsening

S Hu, C Wang, C Qin, H Zhu, H Xiong
International Conference on Database Systems for Advanced Applications, 353-363, 2024 (DASFAA)


Hierarchical Cross-Level Graph Contrastive Learning for Drug-Drug Interaction Prediction

Y Ye, J Zhou, S Li, C Xiao, H Ying, H Xiong
International Conference on Database Systems for Advanced Applications, 232-242, 2024 (DASFAA)


Enhancing question answering for enterprise knowledge bases using large language models

F Jiang, C Qin, K Yao, C Fang, F Zhuang, H Zhu, H Xiong
International Conference on Database Systems for Advanced Applications, 273-290, 2024 (DASFAA)


Rethinking llm-based preference evaluation

Z Hu, L Song, J Zhang, Z Xiao, J Wang, Z Chen, J Zhao, H Xiong
arXiv e-prints, arXiv: 2407.01085, 2024


Method and apparatus for optimizing tag of point of interest, electronic device and computer readable medium

Z Jingbo, HU Renjun
US Patent 12,020,467, 2024


Refiner: Restructure retrieval content efficiently to advance question-answering capabilities

Z Li, X Hu, A Liu, K Zheng, S Huang, H Xiong
arXiv preprint arXiv:2406.11357, 2024


Towards continuous reuse of graph models via holistic memory diversification

Z Qiao, J Xiao, Q Sun, M Xiao, X Luo, H Xiong
arXiv preprint arXiv:2406.07413, 2024


Mad: Multi-alignment meg-to-text decoding

Y Yang, H Jo, Y Duan, Q Zhang, J Zhou, WH Lee, R Xu, H Xiong
arXiv preprint arXiv:2406.01512, 2024


Holistic Memory Diversification for Incremental Learning in Growing Graphs

Z Qiao, J Xiao, Q Sun, M Xiao, H Xiong
arXiv e-prints, arXiv: 2406.07413, 2024


Scaling up multivariate time series pre-training with decoupled spatial-temporal representations

R Zha, L Zhang, S Li, J Zhou, T Xu, H Xiong, E Chen
2024 IEEE 40th International Conference on Data Engineering (ICDE), 667-678, 2024 CCF-A


Unleashing the power of knowledge graph for recommendation via invariant learning

S Wang, Y Sui, C Wang, H Xiong
Proceedings of the Web Conference, 2024 (WWW) CCF-A


Collaboration-aware hybrid learning for knowledge development prediction

L Chen, C Qin, Y Sun, X Song, T Xu, H Zhu, H Xiong
Proceedings of the Web Conference, 2024 (WWW) CCF-A


Harnessing large language models for text-rich sequential recommendation

Z Zheng, W Chao, Z Qiu, H Zhu, H Xiong
Proceedings of the Web Conference, 2024 (WWW) CCF-A


Are eeg-to-text models working?

H Jo, Y Yang, J Han, Y Duan, H Xiong, WH Lee
arXiv preprint arXiv:2405.06459, 2024


Uncertainty Quantification on Graph Learning: A Survey

C Chen, C Guo, R Xu, X Liao, X Zhang, S Xie, H Xiong, P Yu
arXiv preprint arXiv:2404.14642, 2024


FlagVNE: A flexible and generalizable reinforcement learning framework for network resource allocation

T Wang, Q Fan, C Wang, L Yang, L Ding, NJ Yuan, H Xiong
arXiv preprint arXiv:2404.12633, 2024


Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in Surface Electromyographic Signal Analysis

W Guo, Z Qiao, Y Sun, H Xiong
arXiv preprint arXiv:2404.11213, 2024


Temporal graph contrastive learning for sequential recommendation

S Zhang, L Chen, C Wang, S Li, H Xiong
Proceedings of the AAAI Conference on Artificial Intelligence, 2024 (AAAI) CCF-A


Self-paced unified representation learning for hierarchical multi-label classification

Z Yuan, H Liu, H Zhou, D Zhang, X Zhang, H Wang, H Xiong
Proceedings of the AAAI Conference on Artificial Intelligence, 2024 (AAAI) CCF-A


Improved Regret Bounds for Non-Convex Online-Within-Online Meta Learning

J Guan, H Xiong
The Twelfth International Conference on Learning Representations, 2024 (ICLR)


Dgr: A general graph desmoothing framework for recommendation via global and local perspectives

L Ding, D Shen, C Wang, T Wang, L Zhang, Y Zhang
arXiv preprint arXiv:2403.04287, 2024


Neuspeech: Decode neural signal as speech

Y Yang, Y Duan, Q Zhang, H Jo, J Zhou, WH Lee, R Xu, H Xiong
arXiv preprint arXiv:2403.01748, 2024


Dynamic sparse learning: A novel paradigm for efficient recommendation

S Wang, Y Sui, J Wu, Z Zheng, H Xiong
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024


How recommendation letters affect career Mobility: Evidence from a social networking sites LinkedIn

R Chang, X Wei, X Zhang, H Xiong, H Zhu
Computers in Human Behavior 152, 108084, 2024


Method and apparatus for controlling traffic light, method and apparatus for navigating unmanned vehicle, and method and apparatus for training model

Q Sun, L Zhang, H Xiong, W Zhang, H Yu, Y Mei, W LING
US Patent App. 18/503,538, 2024


Towards urban general intelligence: A review and outlook of urban foundation models

W Zhang, J Han, Z Xu, H Ni, H Liu, H Xiong
arXiv preprint arXiv:2402.01749, 2024


Bayesprompt: Prompting large-scale pre-trained language models on few-shot inference via debiased domain abstraction

J Li, F Song, Y Jin, W Qiang, C Zheng, F Sun, H Xiong
arXiv preprint arXiv:2401.14166, 2024


Intriguing properties of positional encoding in time series forecasting

J Zhang, J Wang, W Qiang, F Xu, C Zheng, F Sun, H Xiong
CoRR, 2024


Rgb-event isp: The dataset and benchmark

LU Yunfan, Y Qian, Z Rao, J Xiao, L Chen, H Xiong
The Thirteenth International Conference on Learning Representations, 2024 (ICLR)


UniINR: Event-guided Unified Rolling Shutter Correction, Deblurring, and Interpolation

LU Yunfan, G Liang, Y Wang, L Wang, H Xiong
eccv, 2024


Decode neural signal as speech

Y Yang, Y Duan, Q Zhang, R Xu, H Xiong
arXiv preprint arXiv:2403.01748, 2024


Bigst: Linear complexity spatio-temporal graph neural network for traffic forecasting on large-scale road networks

J Han, W Zhang, H Liu, T Tao, N Tan, H Xiong
Proceedings of the VLDB Endowment 17 (5), 1081-1090, 2024 (PVLDB) CCF-A


The bigger the better? rethinking the effective model scale in long-term time series forecasting

J Deng, X Song, IW Tsang, H Xiong
arXiv preprint arXiv:2401.11929, 2024


Large language models are not stable recommender systems

T Ma, Y Cheng, H Zhu, H Xiong
arXiv preprint arXiv:2312.15746, 2023


When graph neural network meets causality: Opportunities, methodologies and an outlook

W Jiang, H Liu, H Xiong
arXiv preprint arXiv:2312.12477, 2023


A survey of reasoning with foundation models

J Sun, C Zheng, E Xie, Z Liu, R Chu, J Qiu, J Xu, M Ding, H Li, M Geng, ...
arXiv preprint arXiv:2312.11562, 2023


UUKG: unified urban knowledge graph dataset for urban spatiotemporal prediction

Y Ning, H Liu, H Wang, Z Zeng, H Xiong
Advances in neural information processing systems 36, 62442-62456, 2023 (NeurIPS) CCF-A


How many validation labels do you need? exploring the design space of label-efficient model ranking

Z Hu, J Zhang, Y Yu, Y Zhuang, H Xiong
arXiv preprint arXiv:2312.01619, 2023


Mtirec: A medical test recommender system based on the analysis of treatment programs

N Zhu, J Huang, J Cao, X Lu, H Liu, H Xiong
2023 IEEE International Conference on Data Mining (ICDM), 898-907, 2023


A table-to-text framework with heterogeneous multidominance attention and self-evaluated multi-pass deliberation

X Chen, X Lu, H Xin, W Peng, H Duan, F Jiang, J Zhou, H Xiong
Findings of the Association for Computational Linguistics: EMNLP 2023, 607-620, 2023


Geodeformer: Geometric deformable transformer for action recognition

J Ye, J Zhou, H Xiong, J Liang
arXiv preprint arXiv:2311.17975, 2023


Resident area prediction method, apparatus, device, and storage medium

LU Xinjiang, ZHU Nengjun
US Patent 11,829,447, 2023


Earnings call analysis using a sparse attention based encoder and multi-source counterfactual augmentation

Z Yuan, Y Zhu, W Zhang, H Xiong
Proceedings of the Fourth ACM International Conference on AI in Finance, 331-339, 2023


The impact of generative artificial intelligence on market equilibrium: Evidence from a natural experiment

K Zhang, Z Yuan, H Xiong
arXiv preprint arXiv:2311.07071, 2023


Dpr: An algorithm mitigate bias accumulation in recommendation feedback loops

H Xu, Y Xu, Y Yang, F Zhuang, H Xiong
arXiv preprint arXiv:2311.05864, 2023


Cross-regional travel recommendation method and apparatus, electronic device and storage medium

H Liu, P ZHANG, J Duan, H Xiong
US Patent 11,802,776, 2023


Interactive interior design recommendation via coarse-to-fine multimodal reinforcement learning

H Zhang, Y Sun, W Guo, Y Liu, H Lu, X Lin, H Xiong
Proceedings of the 31st ACM International Conference on Multimedia, 6472-6480, 2023 (ACM MM) CCF-A


Method for determining competitive relation of points of interest, device

LI Shuangli, Z Jingbo
US Patent 11,789,985, 2023


Large models for time series and spatio-temporal data: A survey and outlook

M Jin, Q Wen, Y Liang, C Zhang, S Xue, X Wang, J Zhang, Y Wang, ...
arXiv preprint arXiv:2310.10196, 2023


Machine learning for urban air quality analytics: A survey

J Han, W Zhang, H Liu, H Xiong
arXiv preprint arXiv:2310.09620, 2023


Information theory-guided heuristic progressive multi-view coding

J Li, H Gao, W Qiang, C Zheng
Neural Networks 167, 415-432, 2023


Semi-supervised domain adaptation in graph transfer learning

Z Qiao, X Luo, M Xiao, H Dong, Y Zhou, H Xiong
arXiv preprint arXiv:2309.10773, 2023


Generative learning plan recommendation for employees: A performance-aware reinforcement learning approach

Z Zheng, Y Sun, X Song, H Zhu, H Xiong
Proceedings of the 17th ACM Conference on Recommender Systems, 443-454, 2023


Method, apparatus, device and storage medium for determining point of interest area

LU Xinjiang, YY Li, J Duan, H Xiong, G Du
US Patent 11,740,102, 2023


Beyond Homophily: Robust Graph Anomaly Detection via Neural Sparsification.

Z Gong, G Wang, Y Sun, Q Liu, Y Ning, H Xiong, J Peng
IJCAI, 2104-2113, 2023


Hybrid Heterogeneous Graph Neural Networks for Fund Performance Prediction

S Hao, L Dai, L Zhang, S Zhang, C Wang, C Qin, H Xiong
International Conference on Knowledge Science, Engineering and Management, 2023


Community-based dynamic graph learning for popularity prediction

S Ji, X Lu, M Liu, L Sun, C Liu, B Du, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2023 (KDD) CCF-A


QTIAH-GNN: Quantity and topology imbalance-aware heterogeneous graph neural network for bankruptcy prediction

Y Liu, Z Gao, X Liu, P Luo, Y Yang, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2023 (KDD) CCF-A


iETA: A robust and scalable incremental learning framework for time-of-arrival estimation

J Han, H Liu, S Liu, X Chen, N Tan, H Chai, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2023 (KDD) CCF-A


Recruitpro: A pretrained language model with skill-aware prompt learning for intelligent recruitment

C Fang, C Qin, Q Zhang, K Yao, J Zhang, H Zhu, F Zhuang, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2023 (KDD) CCF-A


Hierarchical reinforcement learning for dynamic autonomous vehicle navigation at intelligent intersections

Q Sun, L Zhang, H Yu, W Zhang, Y Mei, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2023 (KDD) CCF-A


Hyperbolic graph neural networks: A tutorial on methods and applications

M Zhou, M Yang, B Xiong, H Xiong, I King
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2023 (KDD) CCF-A


Theoretical convergence guaranteed resource-adaptive federated learning with mixed heterogeneity

Y Wang, X Zhang, M Li, T Lan, H Chen, H Xiong, X Cheng, D Yu
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2023 (KDD) CCF-A


Spatial heterophily aware graph neural networks

C Xiao, J Zhou, J Huang, T Xu, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2023 (KDD) CCF-A


Homogcl: Rethinking homophily in graph contrastive learning

WZ Li, CD Wang, H Xiong, JH Lai
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2023 (KDD) CCF-A


Graphsha: Synthesizing harder samples for class-imbalanced node classification

WZ Li, CD Wang, H Xiong, JH Lai
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2023 (KDD) CCF-A


Multi-temporal relationship inference in urban areas

S Li, J Zhou, J Liu, T Xu, E Chen, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2023 (KDD) CCF-A


Cross-regional talent flow intention analysis method, electronic device, and storage medium

Y Sun, H Zhu, C Qin, P Wang, H Xiong
US Patent App. 17/945,168, 2023


Method and Apparatus for Training Information Adjustment Model of Charging Station, and Storage Medium

W Zhang, L Zhang, H Liu, J Han, C Qin, H Zhu, H Xiong
US Patent App. 18/125,327, 2023


Seq-HGNN: learning sequential node representation on heterogeneous graph

C Du, K Yao, H Zhu, D Wang, F Zhuang, H Xiong
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023 CCF-A


Method, apparatus, computer device and storage medium for determining POI alias

YY Li, J Duan, H Xiong
US Patent 11,698,261, 2023


Generative job recommendations with large language model

Z Zheng, Z Qiu, X Hu, L Wu, H Zhu, H Xiong
arXiv preprint arXiv:2307.02157, 2023


Hierarchical Wi-Fi trajectory embedding for indoor user mobility pattern analysis

Q Zhang, H Zhu, P Wang, E Chen, H Xiong
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous, 2023


Towards language-guided interactive 3d generation: Llms as layout interpreter with generative feedback

Y Lin, H Wu, R Wang, H Lu, X Lin, H Xiong, L Wang
arXiv preprint arXiv:2305.15808, 2023


TriMLP: Revenge of a MLP-like Architecture in Sequential Recommendation

Y Jiang, Y Xu, Y Yang, F Yang, P Wang, H Xiong
arXiv preprint arXiv:2305.14675, 2023


Preference or Intent? Double Disentangled Collaborative Filtering

C Wang, H Zhu, D Shen, H Xiong
arXiv preprint arXiv:2305.11084, 2023


Cross-modality data augmentation for end-to-end sign language translation

J Ye, W Jiao, X Wang, Z Tu, H Xiong
arXiv preprint arXiv:2305.11096, 2023


Expanding the prediction capacity in long sequence time-series forecasting

H Zhou, J Li, S Zhang, S Zhang, M Yan, H Xiong
Artificial Intelligence 318, 103886, 2023


Large-Scale Assessment of Labour Market Dynamics in China during the COVID-19 Pandemic

Y Sun, H Zhu, H Xiong
arXiv preprint arXiv:2305.00199, 2023


Method of training model and method of determining asset valuation

J Liu, YU Sunjie, W Zhang, H Liu, H Zhu, D Dou, H Xiong
US Patent App. 18/088,872, 2023


Resuformer: Semantic structure understanding for resumes via multi-modal pre-training

K Yao, J Zhang, C Qin, X Song, P Wang, H Zhu, H Xiong
2023 IEEE 39th International Conference on Data Engineering (ICDE), 3154-3167, 2023 CCF-A


A contextual master-slave framework on urban region graph for urban village detection

C Xiao, J Zhou, J Huang, H Zhu, T Xu, D Dou, H Xiong
2023 IEEE 39th International Conference on Data Engineering (ICDE), 736-748, 2023 CCF-A


Componerf: Text-guided multi-object compositional nerf with editable 3d scene layout

H Bai, Y Lyu, L Jiang, S Li, H Lu, X Lin, L Wang
arXiv preprint arXiv:2303.13843, 2023


Conversational recommendation method, method of training model, device and medium

Z Liu, H Liu, H Wu, H Wang, H Xiong
US Patent App. 18/059,386, 2023


Interpretation method for neural network model, electronic device and storage medium

Y Sun, H Zhu, C Qin, F Zhuang, H Xiong
US Patent App. 18/070,775, 2023


Summarizing vehicle driving decision-making methods on vulnerable road user collision avoidance

Q Yuan, Y Gao, J Zhu, H Xiong, Q Xu, J Wang
Digital Transportation and Safety 2 (1), 23-35, 2023


Parking lot free parking space predicting method, apparatus, electronic device and storage medium

H Liu, W Zhang, H Xiong
US Patent 11,593,384, 2023


Travel plan recommendation method, apparatus, device and computer readable storage medium

H Liu, P ZHANG, J Duan, H Xiong
US Patent 11,586,992, 2023


Method and apparatus for evaluating user intention understanding satisfaction, electronic device and storage medium

YY Li, J Duan, H Xiong
US Patent 11,580,980, 2023


Method and apparatus for mining competition relationship POIs

Z Jingbo, H Xiong
US Patent 11,580,124, 2023


Parking lot free parking space predicting method, apparatus, electronic device and storage medium

H Liu, W Zhang, H Xiong
US Patent 11,574,259, 2023


Towards table-to-text generation with pretrained language model: A table structure understanding and text deliberating approach

M Chen, X Lu, T Xu, Y Li, J Zhou, D Dou, H Xiong
arXiv preprint arXiv:2301.02071, 2023


Large language models as traffic signal control agents: Capacity and opportunity

S Lai, Z Xu, W Zhang, H Liu, H Xiong
CoRR, 2023


Bring me a good one: Seeking high-potential startups using heterogeneous venture information networks

S Zhang, H Zhong, Y Ge, H Xiong
ICIS, 2023


Towards graph-aware diffusion modeling for collaborative filtering

Y Zhu, C Wang, H Xiong
arXiv preprint arXiv:2311.08744, 2023


Method and apparatus for training path representation model

Q Zhang, H Zhu, P Wang, H Liu, H Xiong
US Patent App. 17/900,649, 2022


Autost: Towards the universal modeling of spatio-temporal sequences

J Li, S Zhang, H Xiong, H Zhou
Advances in Neural Information Processing Systems 35, 20498-20510, 2022 (NeurIPS) CCF-A


Metamask: Revisiting dimensional confounder for self-supervised learning

J Li, W Qiang, Y Zhang, W Mo, C Zheng, B Su, H Xiong
Advances in Neural Information Processing Systems 35, 38501-38515, 2022 (NeurIPS) CCF-A


A probabilistic architecture of long-term vehicle trajectory prediction for autonomous driving

J Liu, Y Luo, Z Zhong, K Li, H Huang, H Xiong
Engineering 19, 228-239, 2022


Information processing method and device

LI Shuangli, Z Jingbo
US Patent App. 17/565,910, 2022


Method and apparatus for generating information

YY Li, Z Jingbo, J Duan, H Xiong
US Patent 11,512,970, 2022


Multi-graph convolutional recurrent network for fine-grained lane-level traffic flow imputation

J Ming, L Zhang, W Fan, W Zhang, Y Mei, W Ling, H Xiong
2022 IEEE International Conference on Data Mining (ICDM), 348-357, 2022


Decomposing complementary and substitutable relations for intercorporate investment recommendation

L Dai, Y Yin, C Qin, E Chen, H Xiong
2022 IEEE International Conference on Data Mining (ICDM), 909-914, 2022


Healthy cities initiative in China: Progress, challenges, and the way forward

Y Bai, Y Zhang, O Zotova, H Pineo, J Siri, L Liang, X Luo, MP Kwan, J Ji, ...
The Lancet Regional Health–Western Pacific 27, 2022


Method and apparatus for detecting regional event based on search engine, and storage medium

Q Zhang, H Zhu, H Xiong
US Patent 11,449,567, 2022


Customized conversational recommender systems

S Li, Y Zhu, R Xie, Z Tang, Z Zhang, F Zhuang, Q He, H Xiong
Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD), 2022


Self-optimizing feature transformation

M Xiao, D Wang, M Wu, K Liu, H Xiong, Y Zhou, Y Fu
arXiv preprint arXiv:2209.08044, 2022


Method, apparatus, device and storage medium for data aggregation

YY Li, J Duan, H Xiong
US Patent 11,442,930, 2022


Method, apparatus, computer device and storage medium for stay point recognition

YY Li, J Duan, H Xiong
US Patent 11,418,918, 2022


Multi-agent graph convolutional reinforcement learning for dynamic electric vehicle charging pricing

W Zhang, H Liu, J Han, Y Ge, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2022 (KDD) CCF-A


Cat: Beyond efficient transformer for content-aware anomaly detection in event sequences

S Zhang, Y Liu, X Zhang, W Cheng, H Chen, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2022 (KDD) CCF-A


Talent demand-supply joint prediction with dynamic heterogeneous graph enhanced meta-learning

Z Guo, H Liu, L Zhang, Q Zhang, H Zhu, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2022 (KDD) CCF-A


Ddr: Dialogue based doctor recommendation for online medical service

Z Zheng, Z Qiu, H Xiong, X Wu, T Xu, E Chen, X Zhao
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2022 (KDD) CCF-A


Continuous-time and multi-level graph representation learning for origin-destination demand prediction

L Han, X Ma, L Sun, B Du, Y Fu, W Lv, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2022 (KDD) CCF-A


Learning the evolutionary and multi-scale graph structure for multivariate time series forecasting

J Ye, Z Liu, B Du, L Sun, W Li, Y Fu, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2022 (KDD) CCF-A


Captor: A crowd-aware pre-travel recommender system for out-of-town users

H Xin, X Lu, N Zhu, T Xu, D Dou, H Xiong
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2022 CCF-A


Method, apparatus and storage medium for stay point recognition and prediction model training

YY Li, J Duan, H Xiong
US Patent 11,379,741, 2022


From human-AI confrontation to human-AI symbiosis in society 5.0: transformation challenges and mechanisms

X Zhang, X Wei, CXJ Ou, E Caron, H Zhu, H Xiong
IT Professional 24 (3), 43-51, 2022


Interventional contrastive learning with meta semantic regularizer

W Qiang, J Li, C Zheng, B Su, H Xiong
International conference on machine learning, 18018-18030, 2022 (ICML) CCF-A


Metaug: Contrastive learning via meta feature augmentation

J Li, W Qiang, C Zheng, B Su, H Xiong
International conference on machine learning, 12964-12978, 2022 (ICML) CCF-A


Learning to walk with dual agents for knowledge graph reasoning

D Zhang, Z Yuan, H Liu, H Xiong
Proceedings of the AAAI Conference on Artificial Intelligence, 2022 (AAAI) CCF-A


Geomgcl: Geometric graph contrastive learning for molecular property prediction

S Li, J Zhou, T Xu, D Dou, H Xiong
Proceedings of the AAAI Conference on Artificial Intelligence, 2022 (AAAI) CCF-A


Method and apparatus for optimizing tag of point of interest

Z Jingbo, HU Renjun
US Patent 11,361,188, 2022


Priors in deep image restoration and enhancement: A survey

Y Lu, Y Lin, H Wu, Y Luo, X Zheng, H Xiong, L Wang
arXiv preprint arXiv:2206.02070, 2022


Supporting Vision-Language Model Inference with Confounder-pruning Knowledge Prompt

J Li, W Mo, W Qiang, B Su, C Zheng, H Xiong, JR Wen
arXiv preprint arXiv:2205.11100, 2022


Feature and instance joint selection: A reinforcement learning perspective

W Fan, K Liu, H Liu, H Zhu, H Xiong, Y Fu
arXiv preprint arXiv:2205.07867, 2022


Knowledge enhanced person-job fit for talent recruitment

K Yao, J Zhang, C Qin, P Wang, H Zhu, H Xiong
2022 IEEE 38th International Conference on Data Engineering (ICDE), 3467-3480, 2022 CCF-A


Method of training prediction model for determining molecular binding force

LI Shuangli, Z Jingbo
US Patent App. 17/570,416, 2022


Method and Device for Determining Correlation Between Drug and Target, and Electronic Device

LI Shuangli, Z Jingbo
US Patent App. 17/570,505, 2022


Method and apparatus for recommending travel way

HU Renjun, H Liu, H Xiong, T Li, Y Fu
US Patent 11,313,694, 2022


CBR: context bias aware recommendation for debiasing user modeling and click prediction

Z Zheng, Z Qiu, T Xu, X Wu, X Zhao, E Chen, H Xiong
Proceedings of the Web Conference, 2022 (WWW) CCF-A


Point-of-interest recommendation

H Liu, W Zhang, D Dou, H Xiong
US Patent App. 17/531,132, 2022


Travel recommendation method, electronic device, and storage medium

H Liu, D Zhou, T Xu, H Xiong
US Patent App. 17/533,441, 2022


Correction to: An effectiveness analysis of altmetrics indices for different levels of artificial intelligence publications

X Zhang, X Wang, H Zhao, PO de Pablos, Y Sun, H Xiong
Scientometrics 127 (3), 1657-1657, 2022


Hyperbolic graph neural networks: A review of methods and applications

M Yang, M Zhou, Z Li, J Liu, L Pan, H Xiong, I King
arXiv preprint arXiv:2202.13852, 2022


Method and apparatus for talent-post matching and computer readable storage medium

C Qin, C Zhu, T Xu, H Zhu, H Xiong
US Patent 11,238,381, 2022


Method, computer device and storage medium for mining point of interest competitive relationship

Z Jingbo, J Duan, A JIANG, H Xiong
US Patent 11,232,116, 2022


Intelligent recommendation method and apparatus, model training method and apparatus, electronic device, and storage medium

W Zhang, H Liu, D Dou, H Xiong
US Patent App. 17/445,905, 2021


Fair graph auto-encoder for unbiased graph representations with wasserstein distance

W Fan, K Liu, R Xie, H Liu, H Xiong, Y Fu
2021 IEEE International Conference on Data Mining (ICDM), 1054-1059, 2021


Topic modeling revisited: A document graph-based neural network perspective

D Shen, C Qin, C Wang, Z Dong, H Zhu, H Xiong
Advances in neural information processing systems 34, 14681-14693, 2021 (NeurIPS) CCF-A


Discerning decision-making process of deep neural networks with hierarchical voting transformation

Y Sun, H Zhu, C Qin, F Zhuang, Q He, H Xiong
Advances in Neural Information Processing Systems 34, 17221-17234, 2021 (NeurIPS) CCF-A


Domain-oriented Language Pre-training with Adaptive Hybrid Masking and Optimal Transport Alignment

D Zhang, Z Yuan, Y Liu, H Liu, F Zhuang, H Xiong, H Chen
arXiv preprint arXiv:2112.03024, 2021


Method and apparatus for recommending point of interest, device, and medium

Z Jingbo, H Xiong
US Patent App. 17/386,302, 2021


An interactive neural network approach to keyphrase extraction in talent recruitment

K Yao, C Qin, H Zhu, C Ma, J Zhang, Y Du, H Xiong
Proceedings of the 30th ACM International Conference on Information, 2021


Regularizing variational autoencoder with diversity and uncertainty awareness

D Shen, C Qin, C Wang, H Zhu, E Chen, H Xiong
arXiv preprint arXiv:2110.12381, 2021


Training method and apparatus of poi recommendation model of interest points, and electronic device

Z Jingbo, H Xiong
US Patent App. 17/347,418, 2021


Adversarial neural trip recommendation

L Jiang, J Zhou, T Xu, Y Li, H Chen, J Huang, H Xiong
arXiv preprint arXiv:2109.11731, 2021


Roadside pedestrian motion prediction using Bayesian methods and particle filter

Q Xu, H Wu, J Wang, H Xiong, J Liu, K Li
IET Intelligent Transport Systems 15 (9), 1167-1182, 2021


Domain-oriented language modeling with adaptive hybrid masking and optimal transport alignment

D Zhang, Z Yuan, Y Liu, H Liu, F Zhuang, H Xiong, H Chen
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2021 (KDD) CCF-A


Representation learning on knowledge graphs for node importance estimation

H Huang, L Sun, B Du, C Liu, W Lv, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2021 (KDD) CCF-A


Attentive heterogeneous graph embedding for job mobility prediction

L Zhang, D Zhou, H Zhu, T Xu, R Zha, E Chen, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2021 (KDD) CCF-A


Modeling context-aware features for cognitive diagnosis in student learning

Y Zhou, Q Liu, J Wu, F Wang, Z Huang, W Tong, H Xiong, E Chen, J Ma
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2021 (KDD) CCF-A


TMC 2021: 2021 International Workshop on Talent and Management Computing

H Xiong, H Zhu, T Xu, X Zhang
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2021 (KDD) CCF-A


Scalable heterogeneous graph neural networks for predicting high-potential early-stage startups

S Zhang, H Zhong, Z Yuan, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2021 (KDD) CCF-A


Talent demand forecasting with attentive neural sequential model

Q Zhang, H Zhu, Y Sun, H Liu, F Zhuang, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2021 (KDD) CCF-A


Dynamic and multi-faceted spatio-temporal deep learning for traffic speed forecasting

L Han, B Du, L Sun, Y Fu, Y Lv, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2021 (KDD) CCF-A


Medical entity relation verification with large-scale machine reading comprehension

Y Xia, C Wang, Z Shi, J Zhou, C Lu, H Huang, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2021 (KDD) CCF-A


Structure-aware interactive graph neural networks for the prediction of protein-ligand binding affinity

S Li, J Zhou, T Xu, L Huang, F Wang, H Xiong, W Huang, D Dou, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2021 (KDD) CCF-A


MugRep: A multi-task hierarchical graph representation learning framework for real estate appraisal

W Zhang, H Liu, L Zha, H Zhu, J Liu, D Dou, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2021 (KDD) CCF-A


Parking lot free parking space predicting method, apparatus, electronic device and storage medium

W Zhang, H Liu, H Xiong
US Patent App. 17/024,421, 2021


Land usage property identification method, apparatus, electronic device and storage medium

LU Xinjiang, S Huang, H Xiong
US Patent App. 17/208,671, 2021


A trend-aware investment target recommendation system with heterogeneous graph

M Chen, C Wang, C Qin, T Xu, J Ma, E Chen, H Xiong
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021


Detecting highlighted video clips through emotion-enhanced audio-visual cues

L Hu, W He, L Zhang, T Xu, H Xiong, E Chen
2021 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2021


Knowledge graph embedding with shared latent semantic units

Z Zhang, F Zhuang, M Qu, ZY Niu, H Xiong, Q He
Neural Networks 139, 140-148, 2021


Method, apparatus, device and storage medium for judging permanent area change

YY Li, J Duan, H Xiong
US Patent App. 17/022,269, 2021


Quantitative analysis method and apparatus for user decision-making behavior

LU Xinjiang, HU Renjun
US Patent App. 17/128,904, 2021


A predictive indicator using lender composition for loan evaluation in P2P lending

Y Guo, S Jiang, W Zhou, C Luo, H Xiong
Financial Innovation 7 (1), 49, 2021


Knowledge powered cooperative semantic fusion for patent classification

Z Zhang, T Xu, L Zhang, Y Du, H Xiong, E Chen
CAAI International Conference on Artificial Intelligence, 111-122, 2021


EL-Picker: 基于集成学习的余震 P 波初动实时拾取方法

D Shen, Q Zhang, T Xu, H Zhu, W Zhao, Z Yin, P Zhou, L Fang, E Chen, ...
Scientia Sinica Informationis 51 (6), 912-926, 2021


Community-aware multi-task transportation demand prediction

H Liu, Q Wu, F Zhuang, X Lu, D Dou, H Xiong
Proceedings of the AAAI Conference on Artificial Intelligence, 2021 (AAAI) CCF-A


Out-of-town recommendation with travel intention modeling

H Xin, X Lu, T Xu, H Liu, J Gu, D Dou, H Xiong
Proceedings of the AAAI Conference on Artificial Intelligence, 2021 (AAAI) CCF-A


Joint air quality and weather prediction based on multi-adversarial spatiotemporal networks

J Han, H Liu, H Zhu, H Xiong, D Dou
Proceedings of the AAAI Conference on Artificial Intelligence, 2021 (AAAI) CCF-A


Informer: Beyond efficient transformer for long sequence time-series forecasting

H Zhou, S Zhang, J Peng, S Zhang, J Li, H Xiong, W Zhang
Proceedings of the AAAI Conference on Artificial Intelligence, 2021 (AAAI) CCF-A


Coupled layer-wise graph convolution for transportation demand prediction

J Ye, L Sun, B Du, Y Fu, H Xiong
Proceedings of the AAAI Conference on Artificial Intelligence, 2021 (AAAI) CCF-A


Self-supervised prototype representation learning for event-based corporate profiling

Z Yuan, H Liu, R Hu, D Zhang, H Xiong
Proceedings of the AAAI Conference on Artificial Intelligence, 2021 (AAAI) CCF-A


Butterfly-core community search over labeled graphs

Z Dong, X Huang, G Yuan, H Zhu, H Xiong
arXiv preprint arXiv:2105.08628, 2021


FineFool: A novel DNN object contour attack on image recognition based on the attention perturbation adversarial technique

J Chen, H Zheng, H Xiong, R Chen, T Du, Z Hong, S Ji
Computers & Security 104, 102220, 2021


Description generation for points of interest

M Zhou, J Zhou, Y Fu, Z Ren, X Wang, H Xiong
2021 IEEE 37th International Conference on Data Engineering (ICDE), 2213-2218, 2021 CCF-A


Cost-effective and interpretable job skill recommendation with deep reinforcement learning

Y Sun, F Zhuang, H Zhu, Q He, H Xiong
Proceedings of the Web Conference, 2021 (WWW) CCF-A


Variable interval time sequence modeling for career trajectory prediction: Deep collaborative perspective

C Wang, H Zhu, Q Hao, K Xiao, H Xiong
Proceedings of the Web Conference, 2021 (WWW) CCF-A


Incremental spatio-temporal graph learning for online query-poi matching

Z Yuan, H Liu, J Liu, Y Liu, Y Yang, R Hu, H Xiong
Proceedings of the Web Conference, 2021 (WWW) CCF-A


Intelligent electric vehicle charging recommendation based on multi-agent reinforcement learning

W Zhang, H Liu, F Wang, T Xu, H Xin, D Dou, H Xiong
Proceedings of the Web Conference, 2021 (WWW) CCF-A


Method and apparatus for recommending a travel plan, device and storage medium

H Liu, H Xiong
US Patent App. 16/864,458, 2021


Method and apparatus for determining hybrid travel route, device and storage medium

H Liu, J Duan, H Xiong
US Patent App. 16/880,156, 2021


Transportation recommendation with fairness consideration

D Zhou, H Liu, T Xu, L Zhang, R Zha, H Xiong
International Conference on Database Systems for Advanced Applications, 566-578, 2021 (DASFAA)


Method, Apparatus, Computer Device and Readable Storage Medium for Processing Position Information

YY Li, J Duan, H Xiong
US Patent App. 16/813,782, 2021


Deep multi-task learning with relational attention for business success prediction

J Zhao, B Du, L Sun, W Lv, Y Liu, H Xiong
Pattern Recognition 110, 107469, 2021 (PR)


CoordiQ: Coordinated Q-learning for electric vehicle charging recommendation

C Blum, H Liu, H Xiong
arXiv preprint arXiv:2102.00847, 2021


Why we go where we go: Profiling user decisions on choosing POIs

R Hu, X Lu, C Liu, Y Li, H Liu, J Gu, S Ma, H Xiong
Proceedings of the Twenty-Ninth International Conference on International, 2021


Association analysis: basic concepts and algorithms

H Xiong
URL http://www. columbia. edu/~ jwp2128/TeachingW 4721, 2021


Hybrid micro/macro level convolution for heterogeneous graph learning

L Yu, L Sun, B Du, C Liu, W Lv, H Xiong
arXiv preprint arXiv:2012.14722, 2020


Distance-aware molecule graph attention network for drug-target binding affinity prediction

J Zhou, S Li, L Huang, H Xiong, F Wang, T Xu, H Xiong, D Dou
arXiv preprint arXiv:2012.09624, 2020


Fast and robust approaches for lane detection using multi‐camera fusion in complex scenes

H Xiong, D Yu, J Liu, H Huang, Q Xu, J Wang, K Li
IET Intelligent Transport Systems 14 (12), 1582-1593, 2020


T^ 2-Net: A Semi-Supervised Deep Model for Turbulence Forecasting

D Zhang, Y Liu, W Cheng, B Zong, J Ni, Z Chen, H Chen, H Xiong
2020 IEEE International Conference on Data Mining (ICDM), 1388-1393, 2020


Multi-modal transportation recommendation with unified route representation learning

H Liu, J Han, Y Fu, J Zhou, X Lu, H Xiong
Proceedings of the VLDB Endowment 14 (3), 342-350, 2020 (PVLDB) CCF-A


Joint intent detection and entity linking on spatial domain queries

L Zhang, R Wang, J Zhou, J Yu, Z Ling, H Xiong
Findings of the Association for Computational Linguistics: EMNLP 2020, 4937-4947, 2020


Probabilistic long-term vehicle trajectory prediction via driver awareness model

J Liu, H Xiong, H Huang, Y Luo, Z Zhong, K Li
2020 IEEE Intelligent Vehicles Symposium (IV), 992-998, 2020


Method and apparatus for generating information

YY Li, J Duan, H Xiong
US Patent 10,772,035, 2020


E-BERT: A phrase and product knowledge enhanced language model for e-commerce

D Zhang, Z Yuan, Y Liu, F Zhuang, H Chen, H Xiong
arXiv preprint arXiv:2009.02835, 2020


RCA-SOC: A novel adversarial defense by refocusing on critical areas and strengthening object contours

J Chen, H Zheng, R Chen, H Xiong
Computers & Security 96, 101916, 2020


E-BERT: Adapting BERT to E-commerce with Adaptive Hybrid Masking and Neighbor Product Reconstruction

D Zhang, Z Yuan, Y Liu, F Zhuang, H Xiong
arXiv preprint arXiv:2009.02835, 2020


Enterprise cooperation and competition analysis with a sign-oriented preference network

L Dai, Y Yin, C Qin, T Xu, X He, E Chen, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2020 (KDD) CCF-A


Intelligent exploration for user interface modules of mobile app with collective learning

J Zhou, Z Tang, M Zhao, X Ge, F Zhuang, M Zhou, L Zou, C Yang, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2020 (KDD) CCF-A


Competitive analysis for points of interest

S Li, J Zhou, T Xu, H Liu, X Lu, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2020 (KDD) CCF-A


Polestar: An intelligent, efficient and national-wide public transportation routing engine

H Liu, Y Li, Y Fu, H Mei, J Zhou, X Ma, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2020 (KDD) CCF-A


Geodemographic influence maximization

K Zhang, J Zhou, D Tao, P Karras, Q Li, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2020 (KDD) CCF-A


Predicting temporal sets with deep neural networks

L Yu, L Sun, B Du, C Liu, H Xiong, W Lv
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2020 (KDD) CCF-A


Spatio-temporal dual graph attention network for query-poi matching

Z Yuan, H Liu, Y Liu, D Zhang, F Yi, N Zhu, H Xiong
Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2020 CCF-A


Dual sequential network for temporal sets prediction

L Sun, Y Bai, B Du, C Liu, H Xiong, W Lv
Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2020 CCF-A


Spatial object recommendation with hints: When spatial granularity matters

H Luo, J Zhou, Z Bao, S Li, JS Culpepper, H Ying, H Liu, H Xiong
Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2020 CCF-A


基于知识图谱的推荐系统研究综述

C Qin, H Zhu, F Zhuang, Q Guo, Q Zhang, L Zhang, C Wang, E Chen, ...
Scientia Sinica Informationis 50 (7), 937-956, 2020


KM 3.0: Knowledge management computing under digital economy

X Wang, X Zhang, H Xiong, PO de Pablos
Knowledge, People, and Digital Transformation: Approaches for a Sustainable, 2020


An adaptive master-slave regularized model for unexpected revenue prediction enhanced with alternative data

J Xu, J Zhou, Y Jia, J Li, X Hui
2020 IEEE 36th International Conference on Data Engineering (ICDE), 601-612, 2020 CCF-A


Stochastic origin-destination matrix forecasting using dual-stage graph convolutional, recurrent neural networks

J Hu, B Yang, C Guo, CS Jensen, H Xiong
2020 IEEE 36th International conference on data engineering (ICDE), 1417-1428, 2020 CCF-A


Exploiting aesthetic preference in deep cross networks for cross-domain recommendation

J Liu, P Zhao, F Zhuang, Y Liu, VS Sheng, J Xu, X Zhou, H Xiong
Proceedings of the Web Conference, 2020 (WWW) CCF-A


Personalized employee training course recommendation with career development awareness

C Wang, H Zhu, C Zhu, X Zhang, E Chen, H Xiong
Proceedings of the Web Conference, 2020 (WWW) CCF-A


Large-scale talent flow embedding for company competitive analysis

L Zhang, T Xu, H Zhu, C Qin, Q Meng, H Xiong, E Chen
Proceedings of the Web Conference, 2020 (WWW) CCF-A


Comprehensive and efficient data labeling via adaptive model scheduling

M Yuan, L Zhang, XY Li, H Xiong
2020 IEEE 36th International Conference on Data Engineering (ICDE), 1858-1861, 2020 CCF-A


Relational graph neural network with hierarchical attention for knowledge graph completion

Z Zhang, F Zhuang, H Zhu, Z Shi, H Xiong, Q He
Proceedings of the AAAI Conference on Artificial Intelligence, 2020 (AAAI) CCF-A


Setrank: A setwise bayesian approach for collaborative ranking from implicit feedback

C Wang, H Zhu, C Zhu, C Qin, H Xiong
Proceedings of the AAAI Conference on Artificial Intelligence, 2020 (AAAI) CCF-A


Semi-supervised hierarchical recurrent graph neural network for city-wide parking availability prediction

W Zhang, H Liu, Y Liu, J Zhou, H Xiong
Proceedings of the AAAI Conference on Artificial Intelligence, 2020 (AAAI) CCF-A


Rapid learning of earthquake felt area and intensity distribution with real-time search engine queries

H Zhu, Y Sun, W Zhao, F Zhuang, B Wang, H Xiong
Scientific reports 10 (1), 5437, 2020


“你” 是你的行为——大学生学业成就问题的时空表征学习

XL Li, L Ma, XD He, H Xiong
计算机科学技术学报 35 (2), 353-367, 2020


Matching of social events and users: a two-way selection perspective

Z Yin, T Xu, H Zhu, C Zhu, E Chen, H Xiong
World Wide Web 23 (2), 853-871, 2020


Method for Building User Visit Inference Model, Apparatus and Storage Medium

YY Li, HU Renjun, J Duan, A JIANG, H Xiong
US Patent App. 16/654,343, 2020


Method, computer device and storage medium for matching mobile hotspot with mobile point of interest

YY Li, J Duan, H Xiong
US Patent 10,542,441, 2020


Sequential modeling of hierarchical user intention and preference for next-item recommendation

N Zhu, J Cao, Y Liu, Y Yang, H Ying, H Xiong
Proceedings of the 13th ACM International Conference on Web Search and Data Mining, 2020


A semi-supervised attention model for identifying authentic sneakers

Y Yang, N Zhu, Y Wu, J Cao, D Zhan, H Xiong
Big Data Mining and Analytics 3 (1), 29-40, 2019


Hierarchical demand forecasting for factory production of perishable goods

C Chen, Y Wang, G Huang, H Xiong
2019 IEEE International Conference on Big Data (Big Data), 188-193, 2019


A machine learning-enhanced robust P-phase picker for real-time seismic monitoring

D Shen, Q Zhang, T Xu, H Zhu, W Zhao, Z Yin, P Zhou, L Fang, E Chen, ...
arXiv preprint arXiv:1911.09275, 2019


Computer-assisted interview method and device based on artificial intelligence, and storage medium

D Shen, H Zhu, C Ma, C Zhu, H Xiong
US Patent App. 16/406,893, 2019


An integrated multimodal attention-based approach for bank stress test prediction

F Razzak, F Yi, Y Yang, H Xiong
2019 IEEE international conference on data mining (ICDM), 1282-1287, 2019


Aftershock detection with multi-scale description based neural network

Q Zhang, T Xu, H Zhu, L Zhang, H Xiong, E Chen, Q Liu
2019 ieee international conference on data mining (ICDM), 886-895, 2019


Identifying high potential talent: A neural network based dynamic social profiling approach

Y Ye, H Zhu, T Xu, F Zhuang, R Yu, H Xiong
2019 IEEE International Conference on Data Mining (ICDM), 718-727, 2019


Job2Vec: Job title benchmarking with collective multi-view representation learning

D Zhang, J Liu, H Zhu, Y Liu, L Wang, P Wang, H Xiong
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019 (CIKM)


Machine Learning-enhanced Realistic Framework for Real-time Seismic Monitoring–The Winning Solution of the 2017 International Aftershock Detection Contest

D Shen, Q Zhang, T Xu, H Zhu, W Zhao, Z Yin, P Zhou, L Fang, E Chen, ...
arXiv preprint arXiv:1911.09275, 1-19, 2019


An integrated approach to probabilistic vehicle trajectory prediction via driver characteristic and intention estimation

J Liu, Y Luo, H Xiong, T Wang, H Huang, Z Zhong
2019 IEEE Intelligent Transportation Systems Conference (ITSC), 3526-3532, 2019


Leverage of limb detection in pose estimation for vulnerable road users

S Wang, FB Flohr, H Xiong, T Wen, B Wang, M Yang, D Yang
2019 IEEE Intelligent Transportation Systems Conference (ITSC), 528-534, 2019


Inferring mood instability via smartphone sensing: A multi-view learning approach

X Zhang, F Zhuang, W Li, H Ying, H Xiong, S Lu
Proceedings of the 27th ACM International Conference on Multimedia, 1401-1409, 2019 (ACM MM) CCF-A


Time-aware metric embedding with asymmetric projection for successive POI recommendation

H Ying, J Wu, G Xu, Y Liu, T Liang, X Zhang, H Xiong
World Wide Web 22 (5), 2209-2224, 2019


Comprehensive Semi-Supervised Multi-Modal Learning.

Y Yang, KT Wang, DC Zhan, H Xiong, Y Jiang
IJCAI 3, 6, 2019


Risk-averse classification

CA Vitt, D Dentcheva, H Xiong
Annals of Operations Research, 1-35, 2019


POBA-GA: Perturbation optimized black-box adversarial attacks via genetic algorithm

J Chen, M Su, S Shen, H Xiong, H Zheng
Computers & Security 85, 89-106, 2019


Adversarial substructured representation learning for mobile user profiling

P Wang, Y Fu, H Xiong, X Li
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2019 (KDD) CCF-A


Adaptive deep models for incremental learning: Considering capacity scalability and sustainability

Y Yang, DW Zhou, DC Zhan, H Xiong, Y Jiang
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2019 (KDD) CCF-A


Multiple relational attention network for multi-task learning

J Zhao, B Du, L Sun, F Zhuang, W Lv, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2019 (KDD) CCF-A


A collaborative learning framework to tag refinement for points of interest

J Zhou, S Gou, R Hu, D Zhang, J Xu, A Jiang, Y Li, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2019 (KDD) CCF-A


Co-prediction of multiple transportation demands based on deep spatio-temporal neural network

J Ye, L Sun, B Du, Y Fu, X Tong, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2019 (KDD) CCF-A


The impact of person-organization fit on talent management: A structure-aware convolutional neural network approach

Y Sun, F Zhuang, H Zhu, X Song, Q He, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2019 (KDD) CCF-A


Hydra: A personalized and context-aware multi-modal transportation recommendation system

H Liu, Y Tong, P Zhang, X Lu, J Duan, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2019 (KDD) CCF-A


Duerquiz: A personalized question recommender system for intelligent job interview

C Qin, H Zhu, C Zhu, T Xu, F Zhuang, C Ma, J Zhang, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2019 (KDD) CCF-A


A hierarchical career-path-aware neural network for job mobility prediction

Q Meng, H Zhu, K Xiao, L Zhang, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2019 (KDD) CCF-A


Modelling of bi-directional spatio-temporal dependence and users’ dynamic preferences for missing poi check-in identification

D Xi, F Zhuang, Y Liu, J Gu, H Xiong, Q He
Proceedings of the AAAI Conference on Artificial Intelligence, 2019 (AAAI) CCF-A


Incomplete label multi-task deep learning for spatio-temporal event subtype forecasting

Y Gao, L Zhao, L Wu, Y Ye, H Xiong, C Yang
Proceedings of the AAAI Conference on Artificial Intelligence, 2019 (AAAI) CCF-A


Joint representation learning for multi-modal transportation recommendation

H Liu, T Li, R Hu, Y Fu, J Gu, H Xiong
Proceedings of the AAAI Conference on Artificial Intelligence, 2019 (AAAI) CCF-A


Exploiting the contagious effect for employee turnover prediction

M Teng, H Zhu, C Liu, C Zhu, H Xiong
Proceedings of the AAAI Conference on Artificial Intelligence, 2019 (AAAI) CCF-A


Trend-Aware Tensor Factorization for Job Skill Demand Analysis.

X Wu, T Xu, H Zhu, Le Zhang 0010, E Chen, H Xiong
IJCAI, 3891-3897, 2019


An effectiveness analysis of altmetrics indices for different levels of artificial intelligence publications

X Zhang, X Wang, H Zhao, P Ordóñez de Pablos, Y Sun, H Xiong
Scientometrics 119 (3), 1311-1344, 2019


Multi-stage residual fusion network for lidar-camera road detection

D Yu, H Xiong, Q Xu, J Wang, K Li
2019 IEEE Intelligent Vehicles Symposium (IV), 2323-2328, 2019


Recurrent neural network architectures for vulnerable road user trajectory prediction

H Xiong, FB Flohr, S Wang, B Wang, J Wang, K Li
2019 IEEE Intelligent Vehicles Symposium (IV), 171-178, 2019


Deep cross networks with aesthetic preference for cross-domain recommendation

J Liu, P Zhao, Y Liu, VS Sheng, F Zhuang, J Xu, X Zhou, H Xiong
arXiv preprint arXiv:1905.13030, 2019


Recurrent convolutional neural network for sequential recommendation

C Xu, P Zhao, Y Liu, J Xu, VSS S. Sheng, Z Cui, X Zhou, H Xiong
Proceedings of the Web Conference, 2019 (WWW) CCF-A


Large-scale talent flow forecast with dynamic latent factor model?

L Zhang, H Zhu, T Xu, C Zhu, C Qin, H Xiong, E Chen
Proceedings of the Web Conference, 2019 (WWW) CCF-A


NeuO: Exploiting the sentimental bias between ratings and reviews with neural networks

Y Xu, Y Yang, J Han, E Wang, F Zhuang, J Yang, H Xiong
Neural Networks 111, 77-88, 2019


Knowledge triple mining via multi-task learning

Z Zhang, F Zhuang, X Li, ZY Niu, J He, Q He, H Xiong
Information Systems 80, 64-75, 2019


Qing He

F Zhuang, Z Qi, K Duan, D Xi, Y Zhu, H Zhu, H Xiong
A comprehensive survey on transfer learning. CoRR, abs/1911.02685 3, 2019


Stmarl: A spatio-temporal multi-agent reinforcement learning approach for traffic light control

Y Wang, T Xu, X Niu, C Tan, E Chen, H Xiong
arXiv preprint arXiv:1908.10577, 2019


Preliminary establishment and analysis of automated driving benchmark in China

X Hui, Y Wang, Q Ge, Z Gu, M Cui, J Wang, K Li, Q Xu
Proceedings of the Web Conference, 2019 (WWW) CCF-A


Unsupervised EEG feature extraction based on echo state network

HX Leilei Sun, Bo Jin, Haoyu Yang, Jianing Tong, Chuanren Liu
Information Science 475, 1--17, 2019


An integrated model for crime prediction using temporal and spatial factors

F Yi, Z Yu, F Zhuang, X Zhang, H Xiong
2018 IEEE International Conference on Data Mining (ICDM), 1386-1391, 2018


Exploiting the sentimental bias between ratings and reviews for enhancing recommendation

Y Xu, Y Yang, J Han, E Wang, F Zhuang, H Xiong
2018 IEEE International Conference on Data Mining (ICDM), 1356-1361, 2018


Exploiting topic-based adversarial neural network for cross-domain keyphrase extraction

Y Wang, Q Liu, C Qin, T Xu, Y Wang, E Chen, H Xiong
2018 IEEE International Conference on Data Mining (ICDM), 597-606, 2018


Intelligent salary benchmarking for talent recruitment: A holistic matrix factorization approach

Q Meng, H Zhu, K Xiao, H Xiong
2018 IEEE International Conference on Data Mining (ICDM), 337-346, 2018


Intent-aware audience targeting for ride-hailing service

Y Xia, J Zhou, J Cao, Y Li, F Gao, K Liu, H Wu, H Xiong
Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD), 2018


Clustering validation measures

H Xiong, Z Li
Data clustering, 571-606, 2018


On-board pedestrian and cyclist recognition using deep learning methods

W Chen, H Xiong, K Li, X Li, D Zhang
18th COTA international conference of transportation professionals, 169-175, 2018


Which startup to invest in: a personalized portfolio strategy

H Zhong, C Liu, J Zhong, H Xiong
Annals of Operations Research 263 (1), 339-360, 2018


Have a deep look at deformable part models for cyclist detection

XP Du, H Xiong, Y Li
Computer Science and Artificial Intelligence: Proceedings of the, 2018


Dynamic Word Embeddings for Evolving Semantic Discovery.

HX Zijun Yao, Yifan Sun, Weicong Ding, Nikhil Rao
WSDM, 673-681, 2018


Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach.

HX Chuan Qin, Hengshu Zhu, Tong Xu, Chen Zhu, Liang Jiang, Enhong Chen
SIGIR, 25-34, 2018


Sequential Recommender System based on Hierarchical Attention Networks.

JW Haochao Ying, Fuzhen Zhuang, Fuzheng Zhang, Yanchi Liu, Guandong Xu, Xing ...
IJCAI, 3926-3932, 2018


Representing Urban Functions through Zone Embedding with Human Mobility Patterns.

HX Zijun Yao, Yanjie Fu, Bin Liu, Wangsu Hu
IJCAI, 3919-3925, 2018


Extracting Job Title Hierarchy from Career Trajectories: A Bayesian Perspective.

HX Huang Xu, Zhiwen Yu, Bin Guo, Mingfei Teng
IJCAI, 3599-3605, 2018


A Joint Learning Approach to Intelligent Job Interview Assessment.

HX Dazhong Shen, Hengshu Zhu, Chen Zhu, Tong Xu, Chao Ma
IJCAI, 3542-3548, 2018


Label-Sensitive Task Grouping by Bayesian Nonparametric Approach for Multi-Task Multi-Label Learning.

SL Xiao Zhang, Wenzhong Li, Vu Nguyen, Fuzhen Zhuang, Hui Xiong
IJCAI, 3125-3131, 2018


Measuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach.

HX Tong Xu, Hengshu Zhu, Chen Zhu, Pan Li
AAAI, 2572--2579, 2018


Efficient karaoke song recommendation via multiple kernel learning approximation

C Guan, Y Fu, X Lu, E Chen, X Li, H Xiong
Neurocomputing 254, 22-32, 2017


A location-sentiment-aware recommender system for both home-town and out-of-town users

H Wang, Y Fu, Q Wang, H Yin, C Du, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2017 (KDD) CCF-A


Vision-based traffic light detection for intelligent vehicles

X Du, Y Li, Y Guo, H Xiong
2017 4th International Conference on Information Science and Control, 2017


Learning to recommend accurate and diverse items

P Cheng, S Wang, J Ma, J Sun, H Xiong
Proceedings of the 26th international conference on World Wide Web, 183-192, 2017


Discerning individual interests and shared interests for social user profiling

E Chen, G Zeng, P Luo, H Zhu, J Tian, H Xiong
World Wide Web 20 (2), 417-435, 2017


Pandemics, detection and management

CL Barrett, S Eubank, B Lewis, MV Marathe
Encyclopedia of GIS, 1547-1553, 2017


Discovery of evolving semantics through dynamic word embedding learning

Z Yao, Y Sun, W Ding, N Rao, H Xiong
arXiv preprint arXiv:1703.00607, 84, 2017


Photo2Trip: Exploiting Visual Contents in Geo-tagged Photos for Personalized Tour Recommendation.

HX Pengpeng Zhao, Xiefeng Xu, Yanchi Liu, Victor S. Sheng, Kai Zheng
ACM Multimedia, 916-924, 2017 (ACM MM) CCF-A


Detection-level fusion for multi-object perception in dense traffic environment.

KL Bin Huang, Hui Xiong, Jianqiang Wang, Qing Xu, Xiaofei Li
MFI, 411-416, 2017


Discovery of Jump Breaks in Joint Volatility for Volume and Price of High-Frequency Trading Data in China.

HX Xiao-Wei Ai, Tianming Hu, Gong-Ping Bi, Cheng-Feng Lei
KSEM, 174-182, 2017


A Data-driven Process Recommender Framework.

IM Sen Yang, Xin Dong, Leilei Sun, Yichen Zhou, Richard A. Farneth, Hui ...
KDD, 2111-2120, 2017


Functional Zone Based Hierarchical Demand Prediction For Bike System Expansion.

HX Junming Liu, Leilei Sun, Qiao Li, Jingci Ming, Yanchi Liu
KDD, 957-966, 2017


Point-of-Interest Demand Modeling with Human Mobility Patterns.

HX Yanchi Liu, Chuanren Liu, Xinjiang Lu, Mingfei Teng, Hengshu Zhu
KDD, 947-955, 2017


Prospecting the Career Development of Talents: A Survival Analysis Perspective.

HZ Huayu Li, Yong Ge, Hengshu Zhu, Hui Xiong
KDD, 917-925, 2017


REMIX: Automated Exploration for Interactive Outlier Detection.

HX Yanjie Fu, Charu C. Aggarwal, Srinivasan Parthasarathy, Deepak S. Turaga
KDD, 827-835, 2017


Randomization or Condensation?: Linear-Cost Matrix Sketching Via Cascaded Compression Sampling.

JY Kai Zhang, Chuanren Liu, Jie Zhang, Hui Xiong, Eric P. Xing
KDD, 615-623, 2017


Effective and Real-time In-App Activity Analysis in Encrypted Internet Traffic Streams.

HX Junming Liu, Yanjie Fu, Jingci Ming, Yong Ren, Leilei Sun
KDD, 335-344, 2017


An Automatic Approach for Transit Advertising in Public Transportation Systems.

HX Chen Zhang, Hao Wang
ICDM, 1183-1188, 2017


Warehouse Site Selection for Online Retailers in Inter-Connected Warehouse Networks.

SW Can Chen, Junming Liu, Qiao Li, Yijun Wang, Hui Xiong
ICDM, 805-810, 2017


Exploiting Hierarchical Structures for POI Recommendation.

HX Pengpeng Zhao, Xiefeng Xu, Yanchi Liu, Ziting Zhou, Kai Zheng, Victor S ...
ICDM, 655-664, 2017


Forecasting the rise and fall of volatile point-of-interests.

BG Xinjiang Lu, Zhiwen Yu, Chuanren Liu, Yanchi Liu, Hui Xiong
BigData, 1307-1312, 2017


Collaborative Company Profiling: Insights from an Employee's Perspective.

HX Hao Lin, Hengshu Zhu, Yuan Zuo, Chen Zhu, Junjie Wu
AAAI, 1417-1423, 2017


Mutual reinforcement of academic performance prediction and library book recommendation

D Lian, Y Ye, W Zhu, Q Liu, X Xie, H Xiong
2016 IEEE 16th international conference on data mining (ICDM), 1023-1028, 2016


To be or not to be friends: Exploiting social ties for venture investments

H Zhong, C Liu, X Lu, H Xiong
2016 IEEE 16th International Conference on Data Mining (ICDM), 699-708, 2016


POI recommendation: A temporal matching between POI popularity and user regularity

Z Yao, Y Fu, B Liu, Y Liu, H Xiong
2016 IEEE 16th international conference on data mining (ICDM), 549-558, 2016


Service usage analysis in mobile messaging apps: A multi-label multi-view perspective

Y Fu, J Liu, X Li, X Lu, J Ming, C Guan, H Xiong
2016 IEEE 16th International Conference on Data Mining (ICDM), 877-882, 2016


Buyer targeting optimization: A unified customer segmentation perspective

J Yang, C Liu, M Teng, M Liao, H Xiong
2016 IEEE international conference on big data (big data), 1262-1271, 2016


Special Issue Editorial

XS Wang, X Du, H Xiong
Data Science and Engineering 1 (4), 201-202, 2016


SocoTraveler: Travel-package recommendations leveraging social influence of different relationship types

J He, H Liu, H Xiong
Information & Management 53 (8), 934-950, 2016


Fused latent models for assessing product return propensity in online commerce

Y Fu, G Liu, S Papadimitriou, H Xiong, X Li, G Chen
Decision Support Systems 91, 77-88, 2016


Ensemble of anchor adapters for transfer learning

F Zhuang, P Luo, SJ Pan, H Xiong, Q He
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016 (CIKM)


Characterizing the life cycle of point of interests using human mobility patterns

X Lu, Z Yu, L Sun, C Liu, H Xiong, C Guan
Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016


Topic modeling of short texts: A pseudo-document view

Y Zuo, J Wu, H Zhang, H Lin, F Wang, K Xu, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016 (KDD) CCF-A


Recruitment market trend analysis with sequential latent variable models

C Zhu, H Zhu, H Xiong, P Ding, F Xie
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016 (KDD) CCF-A


Unified point-of-interest recommendation with temporal interval assessment

Y Liu, C Liu, B Liu, M Qu, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016 (KDD) CCF-A


Talent circle detection in job transition networks

H Xu, Z Yu, J Yang, H Xiong, H Zhu
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016 (KDD) CCF-A


Days on market: Measuring liquidity in real estate markets

H Zhu, H Xiong, F Tang, Q Liu, Y Ge, E Chen, Y Fu
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016 (KDD) CCF-A


Data-driven automatic treatment regimen development and recommendation

L Sun, C Liu, C Guo, H Xiong, Y Xie
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016 (KDD) CCF-A


Catch me if you can: Detecting pickpocket suspects from large-scale transit records

B Du, C Liu, W Zhou, Z Hou, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016 (KDD) CCF-A


Taxi driving behavior analysis in latent vehicle-to-vehicle networks: A social influence perspective

T Xu, H Zhu, X Zhao, Q Liu, H Zhong, E Chen, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016 (KDD) CCF-A


Rebalancing bike sharing systems: A multi-source data smart optimization

J Liu, L Sun, W Chen, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016 (KDD) CCF-A


Seeing the Forest from the Trees in Two Looks: Matrix Sketching by Cascaded Bilateral Sampling

K Zhang, C Liu, J Zhang, H Xiong, E Xing, J Ye
arXiv preprint arXiv:1607.07395, 2016


Sparse Bayesian Content-Aware Collaborative Filtering for Implicit Feedback.

D Lian, Y Ge, NJ Yuan, X Xie, H Xiong
IJCAI, 1732-1738, 2016


The impact of community safety on house ranking

Z Yao, Y Fu, B Liu, H Xiong
Proceedings of the 2016 SIAM International Conference on Data Mining, 459-467, 2016 (SDM)


Vocal competence based karaoke recommendation: a maximum-margin joint model

C Guan, Y Fu, X Lu, H Xiong, E Chen, Y Liu
Proceedings of the 2016 SIAM International Conference on Data Mining, 135-143, 2016 (SDM)


A new benchmark for vision-based cyclist detection

X Li, F Flohr, Y Yang, H Xiong, M Braun, S Pan, K Li, DM Gavrila
2016 IEEE Intelligent Vehicles Symposium (IV), 1028-1033, 2016


Erratum to: Database Systems for Advanced Applications

SB Navathe, W Wu, S Shekhar, X Du, X Sean Wang, H Xiong
International Conference on Database Systems for Advanced Applications, E1-E1, 2016 (DASFAA)


Message from the Conference Chairs

A Tuzhilin, H Xiong
Proceedings-15th IEEE International Conference on Data Mining Workshop, 2016 (ICDM)


A discovery system for finding high-value homes

Y Fu, H Xiong
2015 IEEE International Conference on Data Mining Workshop (ICDMW), 1612-1615, 2015


Exploiting temporal and social factors for B2B marketing campaign recommendations

J Yang, C Liu, M Teng, H Xiong, M Liao, V Zhu
2015 IEEE International Conference on Data Mining, 499-508, 2015 (ICDM)


Modeling of geographic dependencies for real estate ranking on site selection

Y Fu, H Xiong
2015 IEEE International Conference on Data Mining Workshop (ICDMW), 1506-1513, 2015


Station site optimization in bike sharing systems

J Liu, Q Li, M Qu, W Chen, J Yang, H Xiong, H Zhong, Y Fu
2015 IEEE international conference on data mining, 883-888, 2015 (ICDM)


The impact of patent activities on stock dynamics in the high-tech sector

CA Vitt, H Xiong
2015 IEEE international conference on data mining, 399-408, 2015 (ICDM)


Representation learning via semi-supervised autoencoder for multi-task learning

F Zhuang, D Luo, X Jin, H Xiong, P Luo, Q He
2015 IEEE International Conference on Data Mining, 1141-1146, 2015 (ICDM)


Learning career mobility and human activity patterns for job change analysis

H Xu, Z Yu, H Xiong, B Guo, H Zhu
2015 IEEE International Conference on Data Mining, 1057-1062, 2015 (ICDM)


Mining indecisiveness in customer behaviors

Q Liu, X Zeng, H Zhu, E Chen, H Xiong, X Xie
2015 IEEE International Conference on Data Mining, 281-290, 2015 (ICDM)


Discovery of college students in financial hardship

C Guan, X Lu, X Li, E Chen, W Zhou, H Xiong
2015 IEEE International Conference on Data Mining, 141-150, 2015 (ICDM)


Understanding and modelling information dissemination patterns in vehicle-to-vehicle networks

J Ding, J Gao, H Xiong
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in, 2015


15th IEEE International Conference on Data Mining Workshop

P Cui, J Dy, C Aggarwal, ZH Zhou, A Tuzhilin, H Xiong, X Wu
Atlantic 14, 17, 2015


Temporal phenotyping from longitudinal electronic health records: A graph based framework

C Liu, F Wang, J Hu, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015 (KDD) CCF-A


Real estate ranking via mixed land-use latent models

Y Fu, G Liu, S Papadimitriou, H Xiong, Y Ge, H Zhu, C Zhu
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015 (KDD) CCF-A


Multi-source information fusion for personalized restaurant recommendation

J Sun, Y Xiong, Y Zhu, J Liu, C Guan, H Xiong
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015 CCF-A


Locating targets through mention in Twitter

L Tang, Z Ni, H Xiong, H Zhu
World Wide Web 18 (4), 1019-1049, 2015


Convex matrix completion: A trace-ball optimization perspective

G Zeng, P Luo, E Chen, H Xiong, H Zhu, Q Liu
Proceedings of the 2015 SIAM International Conference on Data Mining, 334-342, 2015 (SDM)


Exploring the impact of dynamic mutual influence on social event participation

T Xu, H Zhong, H Zhu, H Xiong, E Chen, G Liu
Proceedings of the 2015 SIAM international conference on data mining, 262-270, 2015 (SDM)


Remix in 3D printing: What your sources say about you

S Papadimitriou, E Papalexakis, B Liu, H Xiong
Proceedings of the 24th International Conference on World Wide Web, 367-368, 2015


Personalized mobile app recommendation: Reconciling app functionality and user privacy preference

B Liu, D Kong, L Cen, NZ Gong, H Jin, H Xiong
Proceedings of the ACM International Conference on Web Search and Data Mining, 2015


Sequential Pattern Analysis with Right Granularity

C Liu, K Zhang, H Xiong
2014 IEEE International Conference on Data Mining Workshop, 1178-1184, 2014 (ICDM)


Social marketing meets targeted customers: A typical user selection and coverage perspective

Q Liu, Z Dong, C Liu, X Xie, E Chen, H Xiong
2014 IEEE International Conference on Data Mining, 350-359, 2014 (ICDM)


Sparse real estate ranking with online user reviews and offline moving behaviors

Y Fu, Y Ge, Y Zheng, Z Yao, Y Liu, H Xiong, J Yuan
2014 IEEE International Conference on Data Mining, 120-129, 2014 (ICDM)


Technology prospecting for high tech companies through patent mining

B Jin, Y Ge, H Zhu, L Guo, H Xiong, C Zhang
2014 IEEE International Conference on Data Mining, 220-229, 2014 (ICDM)


Heterogeneous metric learning with content-based regularization for software artifact retrieval

L Wu, L Du, B Liu, G Xu, Y Ge, Y Fu, J Li, Y Zhou, X Hui
2014 IEEE International Conference on Data Mining, 610-619, 2014 (ICDM)


Discovering temporal retweeting patterns for social media marketing campaigns

G Liu, Y Fu, T Xu, H Xiong, G Chen
2014 IEEE international conference on data mining, 905-910, 2014 (ICDM)


Exploiting heterogeneous human mobility patterns for intelligent bus routing

Y Liu, C Liu, NJ Yuan, L Duan, Y Fu, H Xiong, S Xu, J Wu
2014 IEEE International Conference on Data Mining, 360-369, 2014 (ICDM)


Influence maximization over large-scale social networks: A bounded linear approach

Q Liu, B Xiang, E Chen, H Xiong, F Tang, JX Yu
Proceedings of the 23rd ACM international conference on conference on, 2014


Predicting the popularity of online serials with autoregressive models

B Chang, H Zhu, Y Ge, E Chen, H Xiong, C Tan
Proceedings of the 23rd ACM International Conference on Conference on, 2014


Multi-task multi-view learning for heterogeneous tasks

X Jin, F Zhuang, H Xiong, C Du, P Luo, Q He
Proceedings of the 23rd ACM international conference on conference on, 2014


Topic formation and development: a core-group evolving process

T Qian, Q Li, B Liu, H Xiong, J Srivastava, PCY Sheu
World Wide Web 17 (6), 1343-1373, 2014


Ranking user authority with relevant knowledge categories for expert finding

H Zhu, E Chen, H Xiong, H Cao, J Tian
World Wide Web 17 (5), 1081-1107, 2014


Temporal skeletonization on sequential data: patterns, categorization, and visualization

C Liu, K Zhang, H Xiong, G Jiang, Q Yang
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014 (KDD) CCF-A


Proactive workflow modeling by stochastic processes with application to healthcare operation and management

C Liu, Y Ge, H Xiong, K Xiao, W Geng, M Perkins
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014 (KDD) CCF-A


A cost-effective recommender system for taxi drivers

M Qu, H Zhu, J Liu, G Liu, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014 (KDD) CCF-A


Mobile app recommendations with security and privacy awareness

H Zhu, H Xiong, Y Ge, E Chen
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014 (KDD) CCF-A


Exploiting geographic dependencies for real estate appraisal: A mutual perspective of ranking and clustering

Y Fu, H Xiong, Y Ge, Z Yao, Y Zheng, ZH Zhou
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014 (KDD) CCF-A


Déja vu: Assessing similarity between service contracts for risk prediction

Z Li, S Tao, H Xiong
2014 IEEE International Conference on Services Computing, 147-154, 2014


Finding Well-Clusterable Subspaces for High Dimensional Data: A Numerical One-Dimension Approach

C Liu, T Hu, Y Ge, H Xiong
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 311-323, 2014 (PAKDD)


User preference learning with multiple information fusion for restaurant recommendation

Y Fu, B Liu, Y Ge, Z Yao, H Xiong
Proceedings of the 2014 SIAM international conference on data mining, 470-478, 2014 (SDM)


Mining blackhole and volcano patterns for fraud detection

Z Li, H Xiong
Encyclopedia of Social Network Analysis and Mining, 904-915, 2014


Ranking fraud detection for mobile apps: A holistic view

H Zhu, H Xiong, Y Ge, E Chen
Proceedings of the 22nd ACM international conference on Information, 2013


Modeling heterogeneous time series dynamics to profile big sensor data in complex physical systems

B Liu, H Chen, A Sharma, G Jiang, H Xiong
2013 IEEE International Conference on Big Data, 631-638, 2013


Learning geographical preferences for point-of-interest recommendation

B Liu, Y Fu, Z Yao, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013 (KDD) CCF-A


PageRank with Priors: An Influence Propagation Perspective.

B Xiang, Q Liu, E Chen, H Xiong, Y Zheng, Y Yang
IJCAI, 2740-2746, 2013


A Theoretic Framework of K-Means-Based Consensus Clustering.

J Wu, H Liu, H Xiong, J Cao
IJCAI, 1799-1805, 2013


Vmras: A novel virtual machine risk assessment scheme in the cloud environment

SF Liu, J Wu, ZH Lu, H Xiong
2013 IEEE International Conference on Services Computing, 384-391, 2013


Integrity Verification ofK-means Clustering Outsourced to Infrastructure as a Service (IaaS) Providers

R Liu, H Wang, P Mordohai, H Xiong
Proceedings of the 2013 SIAM International Conference on Data Mining, 632-640, 2013 (SDM)


Triplex transfer learning: Exploiting both shared and distinct concepts for text classification

F Zhuang, P Luo, C Du, Q He, Z Shi
Proceedings of the ACM International Conference on Web Search and Data Mining, 2013


新兴电子商务

陈国青， 熊辉， 曹永知， 吴俊杰， 袁华
Qing hua da xue chu ban she, 2013


A stochastic model for context-aware anomaly detection in indoor location traces

C Liu, H Xiong, Y Ge, W Geng, M Perkins
2012 IEEE 12th International Conference on Data Mining, 449-458, 2012 (ICDM)


Mining personal context-aware preferences for mobile users

H Zhu, E Chen, K Yu, H Cao, H Xiong, J Tian
2012 IEEE 12th International Conference on Data Mining, 1212-1217, 2012 (ICDM)


Exploiting enriched contextual information for mobile app classification

H Zhu, H Cao, E Chen, H Xiong, J Tian
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012 (CIKM)


Influential seed items recommendation

Q Liu, B Xiang, E Chen, Y Ge, H Xiong, T Bao, Y Zheng
Proceedings of the sixth ACM conference on Recommender systems, 245-248, 2012


Capturing correlations of multiple labels: A generative probabilistic model for multi-label learning

H Ma, E Chen, L Xu, H Xiong
Neurocomputing 92, 116-123, 2012


Collaborative filtering with user ratings and tags

T Bao, Y Ge, E Chen, H Xiong, J Tian
Proceedings of the 1st International Workshop on Context Discovery and Data, 2012


BP-growth: Searching strategies for efficient behavior pattern mining

X Li, H Cao, E Chen, H Xiong, J Tian
2012 IEEE 13th International Conference on Mobile Data Management, 238-247, 2012


Stochastic unsupervised learning on unlabeled data

C Liu, J Xie, Y Ge, H Xiong
Proceedings of ICML Workshop on Unsupervised and Transfer Learning, 111-122, 2012


Prediction for mobile application usage patterns

C Tan, Q Liu, E Chen, H Xiong
Nokia MDC Workshop 12, 1, 2012


A Social Influence Model Based On Circuit Theory

B Xiang, E Chen, Q Liu, H Xiong, Y Yang, J Xie
arXiv preprint arXiv:1205.6024, 2012


Which Distance Metric is Right: An EvolutionaryK-Means View

C Liu, T Hu, Y Ge, H Xiong
Proceedings of the 2012 SIAM international conference on data mining, 907-918, 2012 (SDM)


A taxi driving fraud detection system

Y Ge, H Xiong, C Liu, ZH Zhou
2011 IEEE 11th International conference on data mining, 181-190, 2011 (ICDM)


Personalized travel package recommendation

Q Liu, Y Ge, Z Li, E Chen, H Xiong
2011 IEEE 11th international conference on data mining, 407-416, 2011 (ICDM)


An efficient SVM-based method for multi-class network traffic classification

N Jing, M Yang, S Cheng, Q Dong, H Xiong
30th IEEE International performance computing and communications conference, 1-8, 2011


On multi-type reverse nearest neighbor search

X Ma, C Zhang, S Shekhar, Y Huang, H Xiong
Data & Knowledge Engineering 70 (11), 955-983, 2011


Towards expert finding by leveraging relevant categories in authority ranking

H Zhu, H Cao, H Xiong, E Chen, J Tian
Proceedings of the 20th ACM International Conference on Information and Knowledge Management, 2011 (CIKM)


Collaborative filtering with collective training

Y Ge, H Xiong, A Tuzhilin, Q Liu
Proceedings of the fifth ACM conference on Recommender systems, 281-284, 2011


Link graph analysis for business site selection

X Quan, L Wenyin, W Dou, H Xiong, Y Ge
Computer 45 (3), 64-69, 2011


Enhancing investment decisions in P2P lending: An investor composition perspective

C Luo, H Xiong, W Zhou, Y Guo, G Deng
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011 (KDD) CCF-A


Cost-aware travel tour recommendation

Y Ge, Q Liu, H Xiong, A Tuzhilin, J Chen
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011 (KDD) CCF-A


A taxi business intelligence system

Y Ge, C Liu, H Xiong, J Chen
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011 (KDD) CCF-A


Checkpoint evolution for volatile correlation computing

W Zhou, H Xiong
Machine Learning 83 (1), 103-131, 2011


Exploiting probabilistic topic models to improve text categorization under class imbalance

E Chen, Y Lin, H Xiong, Q Luo, H Ma
Information Processing & Management 47 (2), 202-214, 2011


the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2011)

Y Ge, Q Liu, H Xiong, A Tuzhilin, J Chen, CTT Recommendation
to appear, 2011


Scaling up top-k cosine similarity search

S Zhu, J Wu, H Xiong, G Xia
Data & Knowledge Engineering 70 (1), 60-83, 2011


Detecting blackhole and volcano patterns in directed networks

Z Li, H Xiong, Y Liu, A Zhou
2010 IEEE International Conference on Data Mining, 294-303, 2010 (ICDM)


Understanding of internal clustering validation measures

Y Liu, Z Li, H Xiong, X Gao, J Wu
2010 IEEE international conference on data mining, 911-916, 2010 (ICDM)


Clustering high-frequency stock data for trading volatility analysis

XW Ai, T Hu, X Li, H Xiong
2010 Ninth International Conference on Machine Learning and Applications, 2010 (ICML) CCF-A


COSI-: Identification of Cosine Interesting Patterns Based on FP-tree

X Huang, J Wu, S Zhu, H Xiong
1st International Conference on E-Business Intelligence (ICEBI 2010), 140-146, 2010


Exploiting user interests for collaborative filtering: interests expansion via personalized ranking

Q Liu, E Chen, H Xiong, CHQ Ding
Proceedings of the 19th ACM International Conference on Information and Knowledge Management, 2010 (CIKM)


Collaborative dual-plsa: mining distinction and commonality across multiple domains for text classification

F Zhuang, P Luo, Z Shen, Q He, Y Xiong, Z Shi, H Xiong
Proceedings of the 19th ACM International Conference on Information and Knowledge Management, 2010 (CIKM)


Top-eye: Top-k evolving trajectory outlier detection

Y Ge, H Xiong, Z Zhou, H Ozdemir, J Yu, KC Lee
Proceedings of the 19th ACM International Conference on Information and Knowledge Management, 2010 (CIKM)


Direction clustering for characterizing movement patterns

W Zhou, H Xiong, Y Ge, J Yu, H Ozdemir, KC Lee
2010 IEEE International Conference on Information Reuse & Integration, 165-170, 2010


An energy-efficient mobile recommender system

Y Ge, H Xiong, A Tuzhilin, K Xiao, M Gruteser, M Pazzani
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010 (KDD) CCF-A


Detecting blackholes and volcanoes in directed networks

Z Li, H Xiong, Y Liu
arXiv preprint arXiv:1005.2179, 2010


Performing joint learning for passive intrusion detection in pervasive wireless environments

J Yang, Y Ge, H Xiong, Y Chen, H Liu
2010 Proceedings IEEE INFOCOM, 1-9, 2010


Preface to Third International Workshop on Semantic Aspects in Data Mining (SADM’10)

V Bogorny, H Xiong, C Renso
Proceedings-IEEE International Conference on Data Mining, ICDM, 35, 2010


High-dimensional knn joins with incremental updates

C Yu, R Zhang, Y Huang, H Xiong
Geoinformatica 14 (1), 55-82, 2010


Efficient discovery of confounders in large data sets

W Zhou, H Xiong
2009 Ninth IEEE International Conference on Data Mining, 647-656, 2009 (ICDM)


Towards controlling virus propagation in information systems with point-to-group information sharing

H Yuan, G Chen, J Wu, H Xiong
Decision Support Systems 48 (1), 57-68, 2009


Multi-type nearest neighbor queries in road networks with time window constraints

X Ma, S Shekhar, H Xiong
Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances, 2009


What's behind topic formation and development: A perspective of community core groups

T Qian, Q Li, B Liu, H Xiong, J Srivastava, P Sheu
Proceedings of the 18th ACM conference on Information and knowledge, 2009


Enhancing recommender systems under volatile userinterest drifts

H Cao, E Chen, J Yang, H Xiong
Proceedings of the 18th ACM conference on Information and knowledge, 2009


Mining globally distributed frequent subgraphs in a single labeled graph

X Jiang, H Xiong, C Wang, AH Tan
Data & Knowledge Engineering 68 (10), 1034-1058, 2009


Three approximation algorithms for energy-efficient query dissemination in sensor database system

Z Zhang, X Gao, X Zhang, W Wu, H Xiong
International Conference on Database and Expert Systems Applications, 807-821, 2009


Multi-focal learning and its application to customer service support

Y Ge, H Xiong, W Zhou, R Sahoo, X Gao, W Wu
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2009 (KDD) CCF-A


Adapting the right measures for k-means clustering

J Wu, H Xiong, J Chen
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2009 (KDD) CCF-A


Towards understanding hierarchical clustering: A data distribution perspective

J Wu, H Xiong, J Chen
Neurocomputing 72 (10-12), 2319-2330, 2009


Classification: Basic Concepts, Decision Trees, and Model Evaluation

H Xiong
Rutgers University, New Jersey, 2009


Pattern Preserving Clustering

H Xiong, M Steinbach, PN Tan, V Kumar, W Zhou
Encyclopedia of Data Warehousing and Mining, Second Edition, 1505-1510, 2009


A data distribution view of clustering algorithms

J Wu, J Chen, H Xiong
Encyclopedia of Data Warehousing and Mining, Second Edition, 374-381, 2009


Transfer learning from multiple source domains via consensus regularization

P Luo, F Zhuang, H Xiong, Y Xiong, Q He
Proceedings of the 17th ACM conference on Information and knowledge, 2008


SAIL: Summation-based incremental learning for information-theoretic clustering

J Wu, H Xiong, J Chen
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008 (KDD) CCF-A


Volatile correlation computation: a checkpoint view

W Zhou, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008 (KDD) CCF-A


Adaptive label-driven scaling for latent semantic indexing

X Quan, E Chen, Q Luo, H Xiong
Proceedings of the 31st annual international ACM SIGIR conference on, 2008


Hypergraph partitioning for document clustering: A unified clique perspective

T Hu, H Xiong, W Zhou, SY Sung, H Luo
Proceedings of the 31st annual international ACM SIGIR conference on, 2008


Data clustering using virtual population based incremental learning algorithm with similarity matrix encoding strategy

Y Hong, S Kwong, H Xiong, Q Ren
Proceedings of the 10th annual conference on Genetic and evolutionary, 2008


Genetic-guided semi-supervised clustering algorithm with instance-level constraints

Y Hong, S Kwong, H Xiong, Q Ren
Proceedings of the 10th annual conference on Genetic and evolutionary, 2008


Anemi: An adaptive neighborhood expectation-maximization algorithm with spatial augmented initialization

T Hu, H Xiong, X Gong, SY Sung
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 160-171, 2008 (PAKDD)


Secure information sharing and analysis for effective emergency management.

NR Adam, V Atluri, SA Chun, J Ellenberger, B Shafiq, J Vaidya, H Xiong
DG. O, 407-408, 2008


Location Based Services

S Shekhar, H Xiong
Encyclopedia of GIS, 623-623, 2008


Spatial Access Method

S Shekhar, H Xiong
Encyclopedia of GIS, 1073-1073, 2008


Decision‐Making, Multi‐Attribute

S Shekhar, H Xiong
Encyclopedia of GIS, 235-235, 2008


Attribute and Positional Error in GIS

S Shekhar, H Xiong
Encyclopedia of GIS, 32-32, 2008


Automatic Information Extraction

S Shekhar, H Xiong
Encyclopedia of GIS, 37-37, 2008


Bayesian Estimation

S Shekhar, H Xiong
Encyclopedia of GIS, 39-39, 2008


Bi-Temporal

S Shekhar, H Xiong
Encyclopedia of GIS, 52-52, 2008


Egenhofer Operators

S Shekhar, H Xiong
Encyclopedia of GIS, 261-261, 2008


Automated Map Compilation

S Shekhar, H Xiong
Encyclopedia of GIS, 37-37, 2008


Bayesian Maximum Entropy

S Shekhar, H Xiong
Encyclopedia of GIS, 39-39, 2008


Simulated Annealing

S Shekhar, H Xiong
Encyclopedia of GIS, 1056-1056, 2008


Best Linear Unbiased Prediction

S Shekhar, H Xiong
Encyclopedia of GIS, 52-52, 2008


Indexing, Native-Space

S Shekhar, H Xiong
Encyclopedia of GIS, 512-512, 2008


Web Mapping Server

S Shekhar, H Xiong
Encyclopedia of GIS, 1269-1269, 2008


Automatic Graphics Generation

S Shekhar, H Xiong
Encyclopedia of GIS, 37-37, 2008


Spatial Correlation

S Shekhar, H Xiong
Encyclopedia of GIS, 1078-1078, 2008


Atlas, Virtual

S Shekhar, H Xiong
Encyclopedia of GIS, 32-32, 2008


Correlated

S Shekhar, H Xiong
Encyclopedia of GIS, 176-176, 2008


Similarity Search

S Shekhar, H Xiong
Encyclopedia of GIS, 1055-1055, 2008


Smallworld GIS

S Shekhar, H Xiong
Encyclopedia of GIS, 1062-1062, 2008


Autoregressive Models

S Shekhar, H Xiong
Encyclopedia of GIS, 37-37, 2008


Bayesian Spatial Regression

S Shekhar, H Xiong
Encyclopedia of GIS, 45-45, 2008


Oracle Locator

S Shekhar, H Xiong
Encyclopedia of GIS, 820-820, 2008


Atlas, Multimedia

S Shekhar, H Xiong
Encyclopedia of GIS, 32-32, 2008


Triage, Query

S Shekhar, H Xiong
Encyclopedia of GIS, 1176-1176, 2008


Journey to Crime Analysis

S Shekhar, H Xiong
Encyclopedia of GIS, 601-601, 2008


Unified Index Scheme

S Shekhar, H Xiong
Encyclopedia of GIS, 1196-1196, 2008


Index, MVR-Tree

S Shekhar, H Xiong
Encyclopedia of GIS, 483-483, 2008


Spatial Statistical Analysis

S Shekhar, H Xiong
Encyclopedia of GIS, 1106-1106, 2008


Online Generalization

S Shekhar, H Xiong
Encyclopedia of GIS, 812-812, 2008


Routing

S Shekhar, H Xiong
Encyclopedia of GIS, 979-979, 2008


On-Line Aggregation

S Shekhar, H Xiong
Encyclopedia of GIS, 812-812, 2008


Category, Geographic; RDF

S Shekhar, H Xiong
Encyclopedia of GIS, 77-77, 2008


Qualitative Spatial Reasoning

S Shekhar, H Xiong
Encyclopedia of GIS, 934-934, 2008


Continuous Query Processing

S Shekhar, H Xiong
Encyclopedia of GIS, 165-165, 2008


Spatial Epidemiology

S Shekhar, H Xiong
Encyclopedia of GIS, 1100-1100, 2008


Typology of Landmarks

S Shekhar, H Xiong
Encyclopedia of GIS, 1181-1181, 2008


Interaction, Space-Time

S Shekhar, H Xiong
Encyclopedia of GIS, 586-586, 2008


Partitioning

S Shekhar, H Xiong
Encyclopedia of GIS, 848-848, 2008


Bx-Tree

S Shekhar, H Xiong
Encyclopedia of GIS, 63-63, 2008


BLUP

S Shekhar, H Xiong
Encyclopedia of GIS, 63-63, 2008


Bitmap

S Shekhar, H Xiong
Encyclopedia of GIS, 63-63, 2008


CAD and GIS Platforms

S Shekhar, H Xiong
Encyclopedia of GIS, 65-65, 2008


Business Application

S Shekhar, H Xiong
Encyclopedia of GIS, 63-63, 2008


Anonymity in Location-Based Services

S Shekhar, H Xiong
Encyclopedia of GIS, 20-20, 2008


Cartographic Information System

S Shekhar, H Xiong
Encyclopedia of GIS, 70-70, 2008


Catalog Entry

S Shekhar, H Xiong
Encyclopedia of GIS, 70-70, 2008


Bundle Adjustment

S Shekhar, H Xiong
Encyclopedia of GIS, 63-63, 2008


Biological Data Mining

S Shekhar, H Xiong
Encyclopedia of GIS, 56-56, 2008


Folksonomy

S Shekhar, H Xiong
Encyclopedia of GIS, 321-321, 2008


Cartographic Generalization

S Shekhar, H Xiong
Encyclopedia of GIS, 70-70, 2008


B-Tree, Versioned

S Shekhar, H Xiong
Encyclopedia of GIS, 63-63, 2008


Cadaster

S Shekhar, H Xiong
Encyclopedia of GIS, 65-65, 2008


Generalized Minimum Spanning Tree

S Shekhar, H Xiong
Encyclopedia of GIS, 344-344, 2008


Atlas, Electronic

S Shekhar, H Xiong
Encyclopedia of GIS, 32-32, 2008


Approximate Aggregate Query

S Shekhar, H Xiong
Encyclopedia of GIS, 21-21, 2008


ANSI NCITS 320-1998

S Shekhar, H Xiong
Encyclopedia of GIS, 20-20, 2008


3D Models

S Shekhar, H Xiong
Encyclopedia of GIS, 1-1, 2008


4-Intersection Calculus

S Shekhar, H Xiong
Encyclopedia of GIS, 3-3, 2008


Abstraction

S Shekhar, H Xiong
Encyclopedia of GIS, 7-7, 2008


aR-Tree

S Shekhar, H Xiong
Encyclopedia of GIS, 25-25, 2008


Arrival, Angle Of

S Shekhar, H Xiong
Encyclopedia of GIS, 31-31, 2008


Association Rules: Image Indexing and Retrieval

S Shekhar, H Xiong
Encyclopedia of GIS, 31-31, 2008


Activity Analysis

S Shekhar, H Xiong
Encyclopedia of GIS, 11-11, 2008


ArcExplorer

S Shekhar, H Xiong
Encyclopedia of GIS, 25-25, 2008


Accuracy

S Shekhar, H Xiong
Encyclopedia of GIS, 10-10, 2008


ArcIMS

S Shekhar, H Xiong
Encyclopedia of GIS, 31-31, 2008


Abstract Features

S Shekhar, H Xiong
Encyclopedia of GIS, 7-7, 2008


Algorithm

S Shekhar, H Xiong
Encyclopedia of GIS, 19-19, 2008


Association

S Shekhar, H Xiong
Encyclopedia of GIS, 31-31, 2008


Access Structures for Spatial Constraint Databases

S Shekhar, H Xiong
Encyclopedia of GIS, 10-10, 2008


Anonymization of GPS Traces

S Shekhar, H Xiong
Encyclopedia of GIS, 20-20, 2008


Visual Continuity

S Shekhar, H Xiong
Encyclopedia of GIS, 1221-1221, 2008


4IM

S Shekhar, H Xiong
Encyclopedia of GIS, 3-3, 2008


Association Measures

S Shekhar, H Xiong
Encyclopedia of GIS, 31-31, 2008


Geographic Phenomena

S Shekhar, H Xiong
Encyclopedia of GIS, 363-363, 2008


Spatial DBMS

S Shekhar, H Xiong
Encyclopedia of GIS, 1095-1095, 2008


Application

S Shekhar, H Xiong
Encyclopedia of GIS, 20-20, 2008


Accuracy, Spatial

S Shekhar, H Xiong
Encyclopedia of GIS, 10-10, 2008


Atlas, Interactive

S Shekhar, H Xiong
Encyclopedia of GIS, 32-32, 2008


Access Method, High-Dimensional

S Shekhar, H Xiong
Encyclopedia of GIS, 10-10, 2008


Artificial neural network

S Shekhar, H Xiong
Encyclopedia of GIS, 31-31, 2008


Arrival, Time Of

S Shekhar, H Xiong
Encyclopedia of GIS, 31-31, 2008


Absolute Positional Accuracy

S Shekhar, H Xiong
Encyclopedia of GIS, 7-7, 2008


3-Value Indeterminacy

S Shekhar, H Xiong
Encyclopedia of GIS, 1-1, 2008


9IM

S Shekhar, H Xiong
Encyclopedia of GIS, 5-5, 2008


Access Control

S Shekhar, H Xiong
Encyclopedia of GIS, 10-10, 2008


Accuracy, Map

S Shekhar, H Xiong
Encyclopedia of GIS, 10-10, 2008


Abstract Representation of Geographic Data

S Shekhar, H Xiong
Encyclopedia of GIS, 7-7, 2008


Spatio-temporal Informatics

S Shekhar, H Xiong
Encyclopedia of GIS, 1121-1121, 2008


Standards, Consentual

S Shekhar, H Xiong
Encyclopedia of GIS, 1128-1128, 2008


TerraShare

S Shekhar, H Xiong
Encyclopedia of GIS, 1151-1151, 2008


Caching

S Shekhar, H Xiong
Encyclopedia of GIS, 65-65, 2008


PAI

S Shekhar, H Xiong
Encyclopedia of GIS, 839-839, 2008


Remote Sensing, Aerial

S Shekhar, H Xiong
Encyclopedia of GIS, 957-957, 2008


Visual Data Mining

S Shekhar, H Xiong
Encyclopedia of GIS, 1221-1221, 2008


Logic Programming Language

S Shekhar, H Xiong
Encyclopedia of GIS, 630-630, 2008


Location-Privacy

S Shekhar, H Xiong
Encyclopedia of GIS, 630-630, 2008


Ortho-Image

S Shekhar, H Xiong
Encyclopedia of GIS, 832-832, 2008


Features, Physical

S Shekhar, H Xiong
Encyclopedia of GIS, 320-320, 2008


Spatial Weight Matrices

S Shekhar, H Xiong
Encyclopedia of GIS, 1113-1113, 2008


Memory, External

S Shekhar, H Xiong
Encyclopedia of GIS, 652-652, 2008


Data Representations

S Shekhar, H Xiong
Encyclopedia of GIS, 220-220, 2008


Real-Time Generalization

S Shekhar, H Xiong
Encyclopedia of GIS, 955-955, 2008


Polynomials, Orthogonal

S Shekhar, H Xiong
Encyclopedia of GIS, 880-880, 2008


Movement

S Shekhar, H Xiong
Encyclopedia of GIS, 725-725, 2008


Indexing, Spatial

S Shekhar, H Xiong
Encyclopedia of GIS, 529-529, 2008


Deegree Open Source Framework

S Shekhar, H Xiong
Encyclopedia of GIS, 239-239, 2008


Automated Vehicle Location (AVL)

S Shekhar, H Xiong
Encyclopedia of GIS, 37-37, 2008


Search, Multi-Dimensional

S Shekhar, H Xiong
Encyclopedia of GIS, 1027-1027, 2008


Spatial Online Analytical Processing

S Shekhar, H Xiong
Encyclopedia of GIS, 1102-1102, 2008


WLAN Geolocation

S Shekhar, H Xiong
Encyclopedia of GIS, 1273-1273, 2008


Geovista

S Shekhar, H Xiong
Encyclopedia of GIS, 407-407, 2008


Local Indicators of Spatial Association Statistics

S Shekhar, H Xiong
Encyclopedia of GIS, 615-615, 2008


Air Borne Sensors

S Shekhar, H Xiong
Encyclopedia of GIS, 19-19, 2008


Change of Support Problem

S Shekhar, H Xiong
Encyclopedia of GIS, 84-84, 2008


Agent Simulation

S Shekhar, H Xiong
Encyclopedia of GIS, 11-11, 2008


Distance measures

S Shekhar, H Xiong
Encyclopedia of GIS, 245-245, 2008


Spatial Decision Making of Groups

S Shekhar, H Xiong
Encyclopedia of GIS, 1095-1095, 2008


Mobile Usage

S Shekhar, H Xiong
Encyclopedia of GIS, 677-677, 2008


Concurrency Control Protocols

S Shekhar, H Xiong
Encyclopedia of GIS, 128-128, 2008


Cartographic Data

S Shekhar, H Xiong
Encyclopedia of GIS, 70-70, 2008


Distributed Localization

S Shekhar, H Xiong
Encyclopedia of GIS, 254-254, 2008


Synchronization of Spatial Data

S Shekhar, H Xiong
Encyclopedia of GIS, 1146-1146, 2008


Activities, Fixed

S Shekhar, H Xiong
Encyclopedia of GIS, 10-10, 2008


Computational Grid

S Shekhar, H Xiong
Encyclopedia of GIS, 112-112, 2008


Automated Map Generalization

S Shekhar, H Xiong
Encyclopedia of GIS, 37-37, 2008


SMIL

S Shekhar, H Xiong
Encyclopedia of GIS, 1068-1068, 2008


Nested-Loop, Blocked

S Shekhar, H Xiong
Encyclopedia of GIS, 787-787, 2008


Co-location Rule Finding

S Shekhar, H Xiong
Encyclopedia of GIS, 111-111, 2008


Massive Evacuations

S Shekhar, H Xiong
Encyclopedia of GIS, 637-637, 2008


Interestingness Measures

S Shekhar, H Xiong
Encyclopedia of GIS, 587-587, 2008


M&S Computing

S Shekhar, H Xiong
Encyclopedia of GIS, 747-747, 2008


Geoinformatic Surveillance

S Shekhar, H Xiong
Encyclopedia of GIS, 368-368, 2008


All-Lanes-Out

S Shekhar, H Xiong
Encyclopedia of GIS, 19-19, 2008


Parametric Model

S Shekhar, H Xiong
Encyclopedia of GIS, 843-843, 2008


Crime Travel Demand

S Shekhar, H Xiong
Encyclopedia of GIS, 187-187, 2008


Manifold Rules

S Shekhar, H Xiong
Encyclopedia of GIS, 631-631, 2008


Pixel Size

S Shekhar, H Xiong
Encyclopedia of GIS, 875-875, 2008


Knowledge Based Systems

S Shekhar, H Xiong
Encyclopedia of GIS, 603-603, 2008


Data Acquisition

S Shekhar, H Xiong
Encyclopedia of GIS, 197-197, 2008


Synonymy

S Shekhar, H Xiong
Encyclopedia of GIS, 1146-1146, 2008


Position, Absolute

S Shekhar, H Xiong
Encyclopedia of GIS, 885-885, 2008


Emergency Preparedness

S Shekhar, H Xiong
Encyclopedia of GIS, 274-274, 2008


Web Map Service

S Shekhar, H Xiong
Encyclopedia of GIS, 1261-1261, 2008


Link-Node Model

S Shekhar, H Xiong
Encyclopedia of GIS, 615-615, 2008


Geary Ratio

S Shekhar, H Xiong
Encyclopedia of GIS, 329-329, 2008


Microgeomatics

S Shekhar, H Xiong
Encyclopedia of GIS, 660-660, 2008


Balanced Box Decomposition Tree (Spatial Index)

S Shekhar, H Xiong
Encyclopedia of GIS, 39-39, 2008


Nearest Neighbor

S Shekhar, H Xiong
Encyclopedia of GIS, 771-771, 2008


Information Integration

S Shekhar, H Xiong
Encyclopedia of GIS, 571-571, 2008


Co-location Patterns

S Shekhar, H Xiong
Encyclopedia of GIS, 103-103, 2008


Participation Index

S Shekhar, H Xiong
Encyclopedia of GIS, 843-843, 2008


Life-Time

S Shekhar, H Xiong
Encyclopedia of GIS, 612-612, 2008


Trichotomous Theory of Landmarks

S Shekhar, H Xiong
Encyclopedia of GIS, 1176-1176, 2008


Central Perspective

S Shekhar, H Xiong
Encyclopedia of GIS, 77-77, 2008


Multi-Type Nearest Neighbor Query

S Shekhar, H Xiong
Encyclopedia of GIS, 765-765, 2008


Mining hyperclique patterns: A summary of results

H Xiong, PN Tan, V Kumar, W Zhou
Data Mining Patterns: New Methods and Applications, 57-84, 2008


Preserving privacy in GPS traces via uncertainty-aware path cloaking

B Hoh, M Gruteser, H Xiong, A Alrabady
Proceedings of the 14th ACM conference on Computer and communications, 2007


A generalization of proximity functions for k-means

J Wu, H Xiong, J Chen, W Zhou
Seventh IEEE International Conference on Data Mining (ICDM 2007), 361-370, 2007


Failure prediction in ibm bluegene/l event logs

Y Liang, Y Zhang, H Xiong, R Sahoo
Seventh IEEE International Conference on Data Mining (ICDM 2007), 583-588, 2007


Enhancing semi-supervised clustering

W Tang, H Xiong, S Zhong, J Wu
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007 (KDD) CCF-A


The minimum consistent subset cover problem and its applications in data mining

BJ Gao, M Ester, JY Cai, O Schulte, H Xiong
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007 (KDD) CCF-A


Local decomposition for rare class analysis

J Wu, H Xiong, P Wu, J Chen
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007 (KDD) CCF-A


Distributed classification in peer-to-peer networks

P Luo, H Xiong, K Lü, Z Shi
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007 (KDD) CCF-A


Enhancing semi-supervised clustering: a feature projection perspective

W Tang, H Xiong, S Zhong, J Wu
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007 (KDD) CCF-A


Semantic feature selection for object discovery in high-resolution remote sensing imagery

D Guo, H Xiong, V Atluri, N Adam
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 71-83, 2007 (PAKDD)


Co-preserving patterns in bipartite partitioning for topic identification

T Hu, H Xiong, SY Sung
Proceedings of the 2007 SIAM International Conference on Data Mining, 509-514, 2007 (SDM)


An adaptive semantic filter for blue gene/l failure log analysis

Y Liang, Y Zhang, H Xiong, R Sahoo
2007 IEEE International Parallel and Distributed Processing Symposium, 1-8, 2007


Objective measures for association pattern analysis

M Steinbach, PN Tan, H Xiong, V Kumar
Contemporary mathematics 443 (2007), 205, 2007


Enhancing security and privacy in traffic-monitoring systems

B Hoh, M Gruteser, H Xiong, A Alrabady
IEEE Pervasive Computing 5 (4), 38-46, 2006


Top-cop: Mining top-k strongly correlated pairs in large databases

H Xiong, M Brodie, S Ma
Sixth International Conference on Data Mining (ICDM'06), 1162-1166, 2006


Web service discovery via semantic association ranking and hyperclique pattern discovery

AV Paliwal, NR Adam, H Xiong, C Bornhovd
2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main, 2006


Exploiting a page-level upper bound for multi-type nearest neighbor queries

X Ma, S Shekhar, H Xiong, P Zhang
Proceedings of the 14th annual ACM international symposium on Advances in, 2006


Adapting association patterns for text categorization: weaknesses and enhancements

T Qian, H Xiong, Y Wang, E Chen
Proceedings of the 15th ACM International Conference on Information and Knowledge Management, 2006 (CIKM)


Mining co-location patterns with rare events from spatial data sets

Y Huang, J Pei, H Xiong
Geoinformatica 10 (3), 239-260, 2006


Enhancing privacy preservation of anonymous location sampling techniques in traffic monitoring systems

B Hoh, M Gruteser, H Xiong, A Alrabady
2006 Securecomm and Workshops, 1-3 Workshop, 2006


K-means clustering versus validation measures: a data distribution perspective

H Xiong, J Wu, J Chen
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006 (KDD) CCF-A


Scan detection: A data mining approach

GJ Simon, H Xiong, E Eilertson, V Kumar
Proceedings of the 2006 SIAM International Conference on Data Mining, 118-129, 2006 (SDM)


Mining quantitative maximal hyperclique patterns: A summary of results

Y Huang, H Xiong, W Wu, SY Sung
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 552-556, 2006 (PAKDD)


Privacy leakage in multi-relational databases via pattern based semi-supervised learning

H Xiong, M Steinbach, V Kumar
Proceedings of the 14th ACM International Conference on Information and Knowledge Management, 2005 (CIKM)


Hyperclique pattern discovery: Algorithms and applications

H Xiong
University of Minnesota, 2005


Identification of functional modules in protein complexes via hyperclique pattern discovery

H Xiong, X He, C Ding, Y Zhang, V Kumar, SR Holbrook
Biocomputing 2005, 221-232, 2005


A hybrid approach for mining maximal hyperclique patterns

Y Huang, H Xiong, W Wu, Z Zhang
16th IEEE International Conference on Tools with Artificial Intelligence, 2004


Generalizing the notion of support

M Steinbach, PN Tan, H Xiong, V Kumar
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004 (KDD) CCF-A


Exploiting a support-based upper bound of pearson's correlation coefficient for efficiently identifying strongly correlated pairs

H Xiong, S Shekhar, PN Tan, V Kumar
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004 (KDD) CCF-A


Navigation Systems: A Spatial Database Perspective. as Chapter 3 in Location Based Services, Agnes Voisard and Jochen Schiller

S Shekhar, RR Vatsavai, X Ma, JS Yoo
Morgan Kaufmann, New York, 2004


A framework for discovering co-location patterns in data sets with extended spatial objects

H Xiong, S Shekhar
SIAM International Conference on Data Mining, 2004 (SDM)


HICAP: Hierarchical clustering with pattern preservation

H Xiong, M Steinbach, PN Tan, V Kumar
Proceedings of the 2004 SIAM International Conference on Data Mining, 279-290, 2004 (SDM)


Data declustering with replications

Y Liu, SY Sung, H Xiong, P Ng
International Conference on Database Systems for Advanced Applications, 682-693, 2004 (DASFAA)


IDR/QR: an incremental dimension reduction algorithm via QR decomposition

JY Ye, Q Li, H Xiong, H Park, R Janardan, V Kumar
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004 (KDD) CCF-A


A Science Data System Architecture for Information Retrieval

DJ Crichton, JS Hughes, S Kelly
Clustering and Information Retrieval, 261-298, 2003


Techniques for clustering massive data sets

S Guha, R Rastogi, K Shim
Clustering and Information Retrieval, 35-82, 2003


Mining strong affinity association patterns in data sets with skewed support distribution

H Xiong, PN Tan, V Kumar
third IEEE international conference on data mining, 387-394, 2003 (ICDM)


A new clustering algorithm for transaction data via caucus

J Xu, H Xiong, SY Sung, V Kumar
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 551-562, 2003 (PAKDD)


Mining confident co-location rules without a support threshold

Y Huang, H Xiong, S Shekhar, J Pei
Proceedings of the 2003 ACM symposium on Applied computing, 497-501, 2003


Mining hyperclique patterns with confidence pruning

H Xiong, PN Tan, V Kumar
University of Minnesota, Minneapolis, Technical Report, 03-006, 2003


Granular computing for the design of information retrieval support systems

YY Yao
Clustering and Information Retrieval, 299-329, 2003


Techniques for textual document indexing and retrieval via knowledge sources and data mining

WW Chu, VZ Liu, W Mao
Clustering and Information Retrieval, 135-159, 2003


Clustering techniques for large database cleansing

SY Sung, Z Li, TW Ling
Clustering and Information Retrieval, 227-259, 2003


Session 6B-Clustering III-A New Clustering Algorithm for Transaction Data via Caucus

J Xu, H Xiong, SY Sung, V Kumar
Lecture Notes in Computer Science 2637, 551-562, 2003


Query clustering in the web context

JR Wen, HJ Zhang
Clustering and information retrieval, 195-225, 2003


Document clustering, visualization, and retrieval via link mining

S Noel, V Raghavan, CHH Chu
Clustering and information retrieval, 161-193, 2002


A comprehensive survey on transfer learning. arXiv 2020

F Zhuang, Z Qi, K Duan, D Xi, Y Zhu, H Zhu, H Xiong, Q He
arXiv preprint arXiv:1911.02685, 1911


Multi-Channel Feature Redistribution for Adversary Detection in Sub-Category Classification

H Zheng, J Chen, W Shen, H Xiong, Z Ming, Q Xuan
Available at SSRN 5036291, 0


Towards Constraint-aware Learning for Resource Allocation in NFV Networks

T Wang, C Wang, C Qin, L Deng, L Shen, H Xiong
ICML 2025 Workshop on Machine Learning for Wireless Communication and , 0


Transparent Prediction of Financial Analyst Recommendation Quality Using Generalized Additive Model

S Jiang, X Pan, Y Guo, C Liu, H Xiong
Available at SSRN 4963925, 0