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Sampling-Decomposable Generative Adversarial Recommender

Nov 02, 2020
Binbin Jin, Defu Lian, Zheng Liu, Qi Liu, Jianhui Ma, Xing Xie, Enhong Chen

* Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS2020) 

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GoGNN: Graph of Graphs Neural Network for Predicting Structured Entity Interactions

May 12, 2020
Hanchen Wang, Defu Lian, Ying Zhang, Lu Qin, Xuemin Lin

* Accepted by IJCAI 2020 

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Binarized Graph Neural Network

Apr 19, 2020
Hanchen Wang, Defu Lian, Ying Zhang, Lu Qin, Xiangjian He, Yiguang Lin, Xuemin Lin


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A Novel User Representation Paradigm for Making Personalized Candidate Retrieval

Jul 15, 2019
Zheng Liu, Yu Xing, Jianxun Lian, Defu Lian, Ziyao Li, Xing Xie


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MCNE: An End-to-End Framework for Learning Multiple Conditional Network Representations of Social Network

May 27, 2019
Hao Wang, Tong Xu, Qi Liu, Defu Lian, Enhong Chen, Dongfang Du, Han Wu, Wen Su

* Accepted by KDD 2019 Research Track. In Proceedings of the 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'19) 

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