Supporting Clustering with Contrastive Learning

Dejiao Zhang, Nan Feng, Xiaokai Wei, +6

EngineeringMachine LearningLanguage ProcessingText MiningUnsupervised Machine Learning +23

Spotting Fake Reviews via Collective Positive-Unlabeled Learning

Huayi Li, Zhiyuan Chen, Bing Liu, +2

EngineeringMachine LearningCommunicationCorpus LinguisticsText Mining +18

Embedding of Embedding (EOE)

Linchuan Xu, Xiaokai Wei, Jiannong Cao, +1

EngineeringMachine LearningNetwork AnalysisFunctional AnalysisLink Prediction +17

Cross View Link Prediction by Learning Noise-resilient Representation Consensus

Xiaokai Wei, Linchuan Xu, Bokai Cao, +1

EngineeringMachine LearningInformation NetworksNetwork AnalysisLink Prediction +14

Mixed-Curvature Multi-Relational Graph Neural Network for Knowledge Graph Completion

Shen Wang, Xiaokai Wei, Cicero Nogueira Nogueira dos Santos, +6

Artificial IntelligenceGeometric LearningGraph Neural NetworkEngineeringGraph Theory +13

Online Unsupervised Multi-view Feature Selection

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

EngineeringMachine LearningMulti-view Feature SelectionFeature SelectionText Mining +16

Unsupervised Feature Selection on Networks: A Generative View

Xiaokai Wei, Bokai Cao, Philip S. Yu

Proceedings of the AAAI Conference on Artificial Intelligence

EngineeringMachine LearningFeature Selection ProcessFeature SelectionNetwork Analysis +15

Efficient Partial Order Preserving Unsupervised Feature Selection on Networks

Xiaokai Wei, Sihong Xie, Philip S. Yu

Partial Order PreservingMachine LearningEngineeringFeature SelectionNetwork Analysis +17

Joint Embedding of Meta-Path and Meta-Graph for Heterogeneous Information Networks

Lichao Sun, Lifang He, Zhipeng Huang, +4

EngineeringMega ModelInteraction NetworkNetwork AnalysisSemantic Web +15

On Exploring Semantic Meanings of Links for Embedding Social Networks

Linchuan Xu, Xiaokai Wei, Jiannong Cao, +1

EngineeringNetwork AnalysisCommunicationSemanticsSemantic Web +19