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Self-Supervised Hypergraph Transformer for Recommender Systems


Jul 28, 2022
Lianghao Xia, Chao Huang, Chuxu Zhang

* This paper has been published as a full paper at the KDD research track 2022 

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Multi-Behavior Hypergraph-Enhanced Transformer for Sequential Recommendation


Jul 12, 2022
Yuhao Yang, Chao Huang, Lianghao Xia, Yuxuan Liang, Yanwei Yu, Chenliang Li

* Published as a KDD'22 full paper 

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Multi-Behavior Sequential Recommendation with Temporal Graph Transformer


Jun 06, 2022
Lianghao Xia, Chao Huang, Yong Xu, Jian Pei

* This paper has been published as a research paper at TKDE 2022 

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Knowledge Graph Contrastive Learning for Recommendation


May 02, 2022
Yuhao Yang, Chao Huang, Lianghao Xia, Chenliang Li

* This paper has been published as a full paper at SIGIR 2022 

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Hypergraph Contrastive Collaborative Filtering


Apr 27, 2022
Lianghao Xia, Chao Huang, Yong Xu, Jiashu Zhao, Dawei Yin, Jimmy Xiangji Huang

* This paper has been published as a full paper at SIGIR 2022 

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Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction


Apr 18, 2022
Zhonghang Li, Chao Huang, Lianghao Xia, Yong Xu, Jian Pei

* This paper has been published as a full paper at ICDE 2022 

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Contrastive Meta Learning with Behavior Multiplicity for Recommendation


Feb 17, 2022
Wei Wei, Chao Huang, Lianghao Xia, Yong Xu, Jiashu Zhao, Dawei Yin

* Published as a full paper at WSDM 2022 and Awarded as Best Paper Candidate 

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Collaborative Reflection-Augmented Autoencoder Network for Recommender Systems


Jan 10, 2022
Lianghao Xia, Chao Huang, Yong Xu, Huance Xu, Xiang Li, Weiguo Zhang

* A Research Paper Published on ACM Transactions on Information Systems (TOIS) 2021 

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Spatial-Temporal Sequential Hypergraph Network for Crime Prediction


Jan 07, 2022
Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Liefeng Bo, Xiyue Zhang, Tianyi Chen

* IJCAI 2021 Research Paper 

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Multi-Behavior Enhanced Recommendation with Cross-Interaction Collaborative Relation Modeling


Jan 07, 2022
Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Mengyin Lu, Liefeng Bo

* Published on ICDE 2021 

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