dpMood: Exploiting Local and Periodic Typing Dynamics for Personalized Mood Prediction

He Huang, Bokai Cao, Philip S. Yu +2

Product Function Need Recognition via Semi-supervised Attention Network

Hu Xu, Sihong Xie, Lei Shu +1

Predicting Neighbor Distribution in Heterogeneous Information Networks

Yuchi Ma, Ning Yang, Chuan Li +2

Mining Brain Networks using Multiple Side Views for Neurological Disorder Identification

Bokai Cao, Xiangnan Kong, Jingyuan Zhang +2

Improving Stock Market Prediction via Heterogeneous Information Fusion

Xi Zhang, Yunjia Zhang, Senzhang Wang +3

Dual Attention Network for Product Compatibility and Function Satisfiability Analysis

Hu Xu, Sihong Xie, Lei Shu +1

SEVEN: Deep Semi-supervised Verification Networks

Vahid Noroozi, Lei Zheng, Sara Bahaadini +2

Spatiotemporal Pyramid Network for Video Action Recognition

Yunbo Wang, Mingsheng Long, Jianmin Wang +1

Predicting Social Links for New Users across Aligned Heterogeneous Social Networks

Jiawei Zhang, Xiangnan Kong, Philip S. Yu

Layerwise Perturbation-Based Adversarial Training for Hard Drive Health Degree Prediction

Jianguo Zhang, Ji Wang, Lifang He +2

Mutual Community Detection across Multiple Partially Aligned Social Networks

Jiawei Zhang, Philip S. Yu

Predicting Trends in Social Networks via Dynamic Activeness Model

Shuyang Lin, Xiangnan Kong, Philip S. Yu

Composite Correlation Quantization for Efficient Multimodal Retrieval

Mingsheng Long, Yue Cao, Jianmin Wang +1

Mining Frequent Itemsets over Uncertain Databases

Yongxin Tong, Lei Chen, Yurong Cheng +1

Multi-Task Pharmacovigilance Mining from Social Media Posts

Shaika Chowdhury, Chenwei Zhang, Philip S. Yu

Latency Bounding by Trading off Consistency in NoSQL Store: A Staging and Stepwise Approach

Yuqing Zhu, Philip S. Yu, Jianmin Wang

Mining Online Social Data for Detecting Social Network Mental Disorders

Hong-Han Shuai, Chih-Ya Shen, De-Nian Yang +4

G-Bean: an ontology-graph based web tool for biomedical literature retrieval

James Z. Wang, Yuanyuan Zhang, Liang Dong +3

A Self-Organizing Tensor Architecture for Multi-View Clustering

Lifang He, Chun-ta Lu, Yong Chen +4

Future Influence Ranking of Scientific Literature

Senzhang Wang, Sihong Xie, Xiaoming Zhang +3

Utility Mining Across Multi-Dimensional Sequences

Wensheng Gan, Jerry Chun-Wei Lin, Jiexiong Zhang +4

Cross-Domain Recommendation for Cold-Start Users via Neighborhood Based Feature Mapping

Xinghua Wang, Zhaohui Peng, Senzhang Wang +3

Not Just Privacy: Improving Performance of Private Deep Learning in Mobile Cloud

Ji Wang, Jianguo Zhang, Weidong Bao +3

Multi-View Multi-Graph Embedding for Brain Network Clustering Analysis

Ye Liu, Lifang He, Bokai Cao +3

Fused Lasso for Feature Selection using Structural Information

Lu Bai, Lixin Cui, Yue Wang +2

Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction

Hu Xu, Bing Liu, Lei Shu +1

Error-Robust Multi-View Clustering

Mehrnaz Najafi, Lifang He, Philip S. Yu

Fine-grained Event Categorization with Heterogeneous Graph Convolutional Networks

Hao Peng, Jianxin Li, Qiran Gong +4

Improving Automatic Source Code Summarization via Deep Reinforcement Learning

Yao Wan, Zhou Zhao, Min Yang +4

Zero-shot User Intent Detection via Capsule Neural Networks

Congying Xia, Chenwei Zhang, Xiaohui Yan +2

An Effective Marketing Strategy for Revenue Maximization with a Quantity Constraint

Ya-Wen Teng, Chih-Hua Tai, Philip S. Yu +1

Multi-Round Influence Maximization

Lichao Sun, Weiran Huang, Philip S. Yu +1

Expenditure Aware Rating Prediction for Recommendation

Chuan Shi, Bowei He, Menghao Zhang +2

Securing Behavior-based Opinion Spam Detection

Shuaijun Ge, Guixiang Ma, Sihong Xie +1

A Survey of Heterogeneous Information Network Analysis

Chuan Shi, Yitong Li, Jiawei Zhang +2

DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System

Zhi-Hong Deng, Ling Huang, Chang-Dong Wang +2

Implementation of Privacy-preserving SimRank over Distributed Information Network

Yu-Wei Chu, Chih-Hua Tai, Ming-Syan Chen +1

DeepMood: Modeling Mobile Phone Typing Dynamics for Mood Detection

Bokai Cao, Lei Zheng, Chenwei Zhang +6

A review of heterogeneous data mining for brain disorders

Bokai Cao, Xiangnan Kong, Philip S. Yu

Visual Domain Adaptation with Manifold Embedded Distribution Alignment

Jindong Wang, Wenjie Feng, Yiqiang Chen +3

Multi-Modal Generative Adversarial Network for Short Product Title Generation in Mobile E-Commerce

Jian-Guo Zhang, Pengcheng Zou, Zhao Li +4

Learning Multiple Tasks with Multilinear Relationship Networks

Mingsheng Long, Zhangjie Cao, Jianmin Wang +1

Multi-source Hierarchical Prediction Consolidation

Chenwei Zhang, Sihong Xie, Yaliang Li +3

r-Instance Learning for Missing People Tweets Identification

Yang Yang, Haoyan Liu, Xia Hu +4

Deep Co-investment Network Learning for Financial Assets

Yue Wang, Chenwei Zhang, Shen Wang +3

FI-GRL: Fast Inductive Graph Representation Learning via Projection-Cost Preservation

Fei Jiang, Lei Zheng, Jin Xu +1

When and Where: Predicting Human Movements Based on Social Spatial-Temporal Events

Ning Yang, Xiangnan Kong, Fengjiao Wang +1

IAD: Interaction-Aware Diffusion Framework in Social Networks

Xi Zhang, Yuan Su, Siyu Qu +3

Multi-view Unsupervised Feature Selection by Cross-diffused Matrix Alignment

Xiaokai Wei, Bokai Cao, Philip S. Yu

HeteSim: A General Framework for Relevance Measure in Heterogeneous Networks

Chuan Shi, Xiangnan Kong, Yue Huang +2

CER: Complementary Entity Recognition via Knowledge Expansion on Large Unlabeled Product Reviews

Hu Xu, Sihong Xie, Lei Shu +1

Modularity in Complex Multilayer Networks with Multiple Aspects: A Static Perspective

Han Zhang, Chang-Dong Wang, Jian-Huang Lai +1

Heterogeneous Information Network Embedding for Recommendation

Chuan Shi, Binbin Hu, Wayne Xin Zhao +1

Can the Utility of Anonymized Data be used for Privacy Breaches?

Raymond Chi-Wing Wong, Ada Wai-Chee Fu, Ke Wang +2

HitFraud: A Broad Learning Approach for Collective Fraud Detection in Heterogeneous Information Networks

Bokai Cao, Mia Mao, Siim Viidu +1

Deriving Latent Social Impulses to Determine Longevous Videos

Qingbo Hu, Guan Wang, Philip S. Yu

Deep Learning for Spatio-Temporal Data Mining: A Survey

Senzhang Wang, Jiannong Cao, Philip S. Yu

BL-MNE: Emerging Heterogeneous Social Network Embedding through Broad Learning with Aligned Autoencoder

Jiawei Zhang, Congying Xia, Chenwei Zhang +3

On Spectral Graph Embedding: A Non-Backtracking Perspective and Graph Approximation

Fei Jiang, Lifang He, Yi Zheng +3

Clustering on Multiple Incomplete Datasets via Collective Kernel Learning

Weixiang Shao, Xiaoxiao Shi, Philip S. Yu

Structural Diversity for Resisting Community Identification in Published Social Networks

Chih-Hua Tai, Philip S. Yu, De-Nian Yang +1

Organizational Chart Inference

Jiawei Zhang, Philip S. Yu, Yuanhua Lv

Discovering Organizational Correlations from Twitter

Jingyuan Zhang, Xiaoxiao Shi, Xiangnan Kong +2

Discriminative Feature Selection for Uncertain Graph Classification

Xiangnan Kong, Philip S. Yu, Xue Wang +1

Private Model Compression via Knowledge Distillation

Ji Wang, Weidong Bao, Lichao Sun +3

Adversarial Defense Framework for Graph Neural Network

Shen Wang, Zhengzhang Chen, Jingchao Ni +4

Willingness Optimization for Social Group Activity

Hong-Han Shuai, De-Nian Yang, Philip S. Yu +1

Similarity Learning with Higher-Order Graph Convolutions for Brain Network Analysis

Guixiang Ma, Nesreen K. Ahmed, Ted Willke +4

Bicycle-Sharing System Analysis and Trip Prediction

Jiawei Zhang, Xiao Pan, Moyin Li +1

Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial Training

Yao Wan, Wenqiang Yan, Jianwei Gao +3

Badge System Analysis and Design

Jiawei Zhang, Xiangnan Kong, Philip S. Yu

Supervised Complementary Entity Recognition with Augmented Key-value Pairs of Knowledge

Hu Xu, Lei Shu, Philip S. Yu

Deep Priority Hashing

Zhangjie Cao, Ziping Sun, Mingsheng Long +2

Learning from Multi-View Multi-Way Data via Structural Factorization Machines

Chun-Ta Lu, Lifang He, Hao Ding +2

Contaminant Removal for Android Malware Detection Systems

Lichao Sun, Xiaokai Wei, Jiawei Zhang +3

Correlation Hashing Network for Efficient Cross-Modal Retrieval

Yue Cao, Mingsheng Long, Jianmin Wang +1

Mutual Clustering on Comparative Texts via Heterogeneous Information Networks

Jianping Cao, Senzhang Wang, Danyan Wen +3

Joint Slot Filling and Intent Detection via Capsule Neural Networks

Chenwei Zhang, Yaliang Li, Nan Du +2

Stratified Transfer Learning for Cross-domain Activity Recognition

Jindong Wang, Yiqiang Chen, Lisha Hu +2

Latent Networks Fusion based Model for Event Recommendation in Offline Ephemeral Social Networks

Guoqiong Liao, Yuchen Zhao, Sihong Xie +1

A Periodicity-based Parallel Time Series Prediction Algorithm in Cloud Computing Environments

Jianguo Chen, Kenli Li, Huigui Rong +3

Collaborative Inference of Coexisting Information Diffusions

Yanchao Sun, Cong Qian, Ning Yang +1

Online Unsupervised Multi-view Feature Selection

Weixiang Shao, Lifang He, Chun-Ta Lu +2

HashNet: Deep Learning to Hash by Continuation

Zhangjie Cao, Mingsheng Long, Jianmin Wang +1

Large-Scale Multi-Label Learning with Incomplete Label Assignments

Xiangnan Kong, Zhaoming Wu, Li-Jia Li +4

To Vote Before Decide: A Logless One-Phase Commit Protocol for Highly-Available Datastores

Yuqing Zhu, Philip S. Yu, Guolei Yi +3

Product Title Refinement via Multi-Modal Generative Adversarial Learning

Jianguo Zhang, Pengcheng Zou, Zhao Li +5

Enhancing Stock Market Prediction with Extended Coupled Hidden Markov Model over Multi-Sourced Data

Xi Zhang, Yixuan Li, Senzhang Wang +2

An Introduction to Image Synthesis with Generative Adversarial Nets

He Huang, Philip S. Yu, Changhu Wang

FAKEDETECTOR: Effective Fake News Detection with Deep Diffusive Neural Network

Jiawei Zhang, Bowen Dong, Philip S. Yu

FAKEDETECTOR is a model that detects fake news by jointly learning representations of news articles, creators, and subjects using a deep diffusive neural network built from explici…

Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification

Hao Peng, Jianxin Li, Qiran Gong +5

Integrating Heterogeneous Information via Flexible Regularization Framework for Recommendation

Chuan Shi, Jian Liu, Fuzhen Zhuang +2

Differentially Private Query Learning: from Data Publishing to Model Publishing

Tianqing Zhu, Ping Xiong, Gang Li +2

Multi-view Graph Embedding with Hub Detection for Brain Network Analysis

Guixiang Ma, Chun-Ta Lu, Lifang He +2

On Graph Stream Clustering with Side Information

Yuchen Zhao, Philip S. Yu

BL-ECD: Broad Learning based Enterprise Community Detection via Hierarchical Structure Fusion

Jiawei Zhang, Limeng Cui, Philip S. Yu +1

Generative Dual Adversarial Network for Generalized Zero-shot Learning

He Huang, Changhu Wang, Philip S. Yu +1

Intertwined Viral Marketing through Online Social Networks

Jiawei Zhang, Senzhang Wang, Qianyi Zhan +1

PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning

Yunbo Wang, Zhifeng Gao, Mingsheng Long +2

Understanding and Monitoring Human Trafficking via Social Sensors: A Sociological Approach

Yang Yang, Xia Hu, Haoyan Liu +3