/* Selected publications in recent major conferences are listed here. */

[KDD 2017]

Structural Deep Brain Network Mining, Shen Wang, Lifang He, Bokai Cao, Chun-Ta Lu, Philip S. Yu and Ann B. Ragin.

DeepMood: Modeling Mobile Phone Typing Dynamics for Mood Detection, Bokai Cao, Lei Zheng, Chenwei Zhang, Philip S. Yu, Andrea Piscitello, John Zulueta, Olu Ajilore, Kelly Ryan and Alex D. Leow.

[ICML 2017]

Kernalized Support Tensor Machines, Lifang He, Chun-Ta Lu, Guixiang Ma, Shen Wang, Linlin Shen, Philip S. Yu and Ann B. Ragin.

[CVPR 2017]

Multi-way Multi-level Kernel Modeling for Neuroimaging Classification, Lifang He, Chun-Ta Lu, Hao Ding, Shen Wang, Linlin Shen, Philip S. Yu and Ann B. Ragin.

[IJCAI 2017]

SEVEN: Deep Semi-supervised Verification Networks, Vahid Noroozi, Lei Zheng, Sara Bahaadini, Sihong Xie and Philip S. Yu.

[SDM 2017]

t-BNE: Tensor-based Brain Network Embedding, Bokai Cao, Lifang He, Xiaokai Wei, Mengqi Xing, Philip S. Yu, Heide Klumpp and Alex D. Leow.

[ICDE 2017]

Link Prediction across Aligned Networks with Sparse Low Rank Matrix Estimation, Jiawei Zhang, Jianhui Chen, Shi Zhi, Yi Chang, Philip S. Yu and Jiawei Han.

Enterprise Social Community Detection, Jiawei Zhang, Philip S. Yu and Yuanhua Lv.

[WWW 2017]

Cross View Link Prediction by Learning Noise-resilient Representation Consensus, Xiaokai Wei, Linchuan Xu, Bokai Cao and Philip S. Yu.

[WSDM 2017]

Embedding of Embedding (EOE) : Embedding for Coupled Heterogeneous Networks, Linchuan Xu, Xiaokai Wei, Jiannong Cao and Philip S. Yu.

Enterprise Employee Training via Project Team Formation, Jiawei Zhang, Philip S. Yu and Yuanhua Lv.

Joint Deep Modeling of Users and Items Using Reviews for Recommendation, Lei Zheng, Vahid Noroozi and Philip S. Yu.

Link Prediction with Cardinality Constraint, Jiawei Zhang, Jianhui Chen, Junxing Zhu, Yi Chang and Philip S. Yu.

Multilinear Factorization Machines for Multi-Task Multi-View Learning, Chun-Ta Lu, Lifang He, Weixiang Shao, Bokai Cao and Philip S. Yu.

[ICDM 2016]

Online Unsupervised Multi-view Feature Selection, Weixiang Shao, Lifang He, Chun-Ta Lu, Xiaokai Wei and Philip S. Yu.

[CIKM 2016]

Information Diffusion at Workplace, Jiawei Zhang, Philip S. Yu, Yuanhua Lv and Qianyi Zhan.

Multi-source Hierarchical Prediction Consolidation, Chenwei Zhang, Sihong Xie, Yaliang Li, Jing Gao, Wei Fan and Philip S. Yu.

Active Zero-shot Learning, Sihong Xie, Shaoxiong Wang and Philip S. Yu.

Efficient Hidden Trajectory Reconstruction from Sparse Data, Ning Yang and Philip S. Yu.

[ECML/PKDD 2016]

Enhancing Traffic Congestion Estimation with Social Media by Coupled Hidden Markov Model, Senzhang Wang, Fengxiang Li, Leon Stenneth and Philip S. Yu.

Multi-Graph Clustering based on Interior-Node Topology with Applications to Brain Networks, Guixiang Ma, Lifang He, Bokai Cao, Jiawei Zhang and Philip S. Yu.

Semi-supervised Tensor Factorization for Brain Network Analysis, Bokai Cao, Chun-Ta Lu, Xiaokai Wei, Philip S. Yu and Alex D. Leow.

Trust Hole Identification in Signed Networks, Jiawei Zhang, Qianyi Zhan, Lifang He, Charu Aggarwal and Philip S. Yu.

[KDD 2016]

Joint Community and Structural Hole Spanner Detection via Harmonic Modularity, Lifang He, Chun-Ta Lu, Jiaqi Ma, Jianping Cao, Linlin Shen and Philip S. Yu.

[IJCAI 2016]

Item Recommendation for Emerging Online Businesses, Chun-Ta Lu, Sihong Xie, Weixiang Shao, Lifang He and Philip S. Yu.

Understanding Information Diffusion under Interactions, Yuan Su, Xi Zhang, Philip S. Yu, Wen Hua, Xiaofang Zhou and Binxing Fang.

[SDM 2016]

Identifying Connectivity Patterns for Brain Diseases Via Multi-Side-View Guided Deep Architectures, Jingyuan Zhang, Bokai Cao, Sihong Xie, Chun-Ta Lu, Philip S. Yu and Ann B. Ragin.

Effective Crowd Expertise Modeling Via Cross Domain Sparsity and Uncertainty Reduction, Sihong Xie, Qingbo Hu, Weixiang Shao, Jingyuan Zhang, Jing Gao, Wei Fan and Philip S. Yu.

Nonlinear Joint Unsupervised Feature Selection, Xiaokai Wei, Bokai Cao and Philip S. Yu.

Spatio-Temporal Tensor Analysis for Whole-Brain Fmri Classification, Guixiang Ma, Lifang He, Chun-Ta Lu, Philip S. Yu, Linlin Shen and Ann B. Ragin.

[WWW 2016]

Mining Online Social Data for Detecting Social Netowrk Mental Disorders, Hong-Han Shuai, Chih-Ya Shen, De-Nian Yang, Yi-Feng Lan, Wang-Chien Lee, Philip S. Yu and Ming-Syan Chen.

PCT: Partial Co-Alignment of Social Networks, Jiawei Zhang and Philip S. Yu.

HeteroSales: Utilizing Heterogeneous Social Networks to Identify the Next Enterprise Customer, Qingbo Hu, Sihong Xie, Jiawei Zhang, Qiang Zhu, Songtao Guo and Philip S. Yu.

Mining User Intentions from Medical Queries: A Neural Network Based Heterogeneous Jointly Modeling Approach, Chenwei Zhang, Wei Fan, Nan Du and Philip S. Yu.

[WSDM 2016]

Multi-view Machines, Bokai Cao, Hucheng Zhou, Guoqiang Li and Philip S. Yu.

[AAAI 2016]

Unsupervised Feature Selection on Networks: A Generative View, Xiaokai Wei, Bokai Cao and Philip S. Yu.

[ICDM 2015]

Multiple Anonymized Social Networks Alignment, Jiawei Zhang and Philip S. Yu.

Mining Brain Networks Using Multiple Side Views for Neurological Disorder Identification, Bokai Cao, Xiangnan Kong, Jingyuan Zhang, Philip S. Yu and Ann B. Ragin.

Ensemble of Diverse Sparsifications for Link Prediction in Large-Scale Networks, Yi-Ling Chen, Ming-Syan Chen and Philip S. Yu.

[CIKM 2015]

Learning Entity Types from Query Logs via Graph-Based Modeling, Jingyuan Zhang, Luo Jie, Altaf Rahman, Sihong Xie, Yi Chang and Philip S. Yu.

Enterprise Social Link Recommendation, Jiawei Zhang, Yuanhua Lv and Philip S. Yu.

Forming Online Support Groups for Internet and Behavior Related Addictions, Chih-Ya Shen, Hong-Han Shuai, De-Nian Yang, Yi-Feng Lan, Wang-Chien Lee, Philip S. Yu and Ming-Syan Chen.

Semantic Path based Personalized Recommendation on Weighted Heterogeneous Information Networks, Chuan Shi, Zhiqiang Zhang, Ping Luo, Philip S. Yu, Yading Yue and Bin Wu.

[ECML/PKDD 2015]

Multiple Incomplete Views Clustering via Weighted Nonnegative Matrix Factorization with L2, 1 Regularization, Weixiang Shao, Lifang He and Philip S. Yu.

Discovering Audience Groups and Group-Specific Influencers, Shuyang Lin, Qingbo Hu, Jingyuan Zhang and Philip S. Yu.

[KDD 2015]

Organizational Chart Inference, Jiawei Zhang, Philip S. Yu and Yuanhua Lv.

[IJCAI 2015]

Integrated Anchor and Social Link Predictions across Social Networks, Jiawei Zhang and Philip S. Yu.

[SDM 2015]

Efficient Partial Order Preserving Unsupervised Feature Selection on Networks, Xiaokai Wei, Sihong Xie and Philip S. Yu.

Community Detection for Emerging Networks, Jiawei Zhang and Philip S. Yu.

Frameworks to Encode User Preferences for Inferring Topic-sensitive Information Networks, Qingbo Hu, Sihong Xie, Shuyang Lin, Wei Fan and Philip S. Yu.

OnlineCM: Real-time Consensus Classification with Missing Values, Bowen Dong, Sihong Xie, Jing Gao, Wei Fan and Philip S. Yu.

Predicting Neighbor Distribution in Heterogeneous Information Networks, Yuchi Ma, Ning Yang, Chuan Li, Lei Zhang and Philip S. Yu.

[AAAI 2015]

Burst Time Prediction in Cascades, Senzhang Wang, Zhao Yan, Xia Hu, Philip S. Yu and Zhoujun Li.