Revisiting Graph Based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach

Lei Chen, Le Wu, Richang Hong, +2

Proceedings of the AAAI Conference on Artificial Intelligence

Convolution Aggregation OperationsGraph Neural NetworkNetwork ScienceGraph TheoryData Science +13

A Neural Influence Diffusion Model for Social Recommendation

Le Wu, Peijie Sun, Yanjie Fu, +3

EngineeringSocial InfluenceSocial NetworkSocial SciencesComputational Social Science +17

A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation

Le Wu, Xiangnan He, Xiang Wang, +2

IEEE Transactions on Knowledge and Data Engineering

Artificial IntelligenceNatural Language ProcessingGroup RecommendersEngineeringMachine Learning +13

DiffNet++: A Neural Influence and Interest Diffusion Network for Social Recommendation

Le Wu, Junwei Li, Peijie Sun, +3

IEEE Transactions on Knowledge and Data Engineering

Understanding employees’ energy saving behavior from the perspective of stimulus-organism-responses

Zhenya Tang, Merrill Warkentin, Le Wu

Resources Conservation and Recycling

Behavioral SciencesEnergy ConservationManagementMotivationIndividual Differences +6

Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection

Yongji Wu, Defu Lian, Yiheng Xu, +2

Proceedings of the AAAI Conference on Artificial Intelligence

Mrf LayerEngineeringNetwork AnalysisLink PredictionGraph Processing +20

A Reinforcement Learning Framework for Explainable Recommendation

Xiting Wang, Yiru Chen, Jie Yang, +3

Artificial IntelligenceNatural Language ProcessingGroup RecommendersEngineeringMachine Learning +12

A Review-aware Graph Contrastive Learning Framework for Recommendation

Jie Shuai, Kun Zhang, Le Wu, +4

Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval

Attentive Recurrent Social Recommendation

Peijie Sun, Le Wu, Meng Wang

EngineeringMachine LearningCommunicationSocial NetworkComputational Social Science +15

Modeling the Evolution of Users’ Preferences and Social Links in Social Networking Services

Le Wu, Yong Ge, Qi Liu, +4

IEEE Transactions on Knowledge and Data Engineering

Social Networking ServicesEngineeringSocial InfluenceCommunicationSocial Network +17