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A Learned Index for Exact Similarity Search in Metric Spaces



Yao Tian , Tingyun Yan , Xi Zhao , Kai Huang , Xiaofang Zhou

* 14 pages, 14 figures, submitted to Transactions on Knowledge and Data Engineering 

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Ensemble Semi-supervised Entity Alignment via Cycle-teaching



Kexuan Xin , Zequn Sun , Wen Hua , Bing Liu , Wei Hu , Jianfeng Qu , Xiaofang Zhou


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Informed Multi-context Entity Alignment



Kexuan Xin , Zequn Sun , Wen Hua , Wei Hu , Xiaofang Zhou

* accepted by wsdm 2022 

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Edge-Enhanced Global Disentangled Graph Neural Network for Sequential Recommendation



Yunyi Li , Pengpeng Zhao , Guanfeng Liu , Yanchi Liu , Victor S. Sheng , Jiajie Xu , Xiaofang Zhou

* 13 pages, 7 figures, 5 tables. Submitted to ICDE 2022 

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Quaternion-Based Graph Convolution Network for Recommendation



Yaxing Fang , Pengpeng Zhao , Guanfeng Liu , Yanchi Liu , Victor S. Sheng , Lei Zhao , Xiaofang Zhou

* 13 pages, 7 figures, 6 tables. Submitted to ICDE 2022 

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Overcoming Data Sparsity in Group Recommendation



Hongzhi Yin , Qinyong Wang , Kai Zheng , Zhixu Li , Xiaofang Zhou

* To appear in TKDE 

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EPARS: Early Prediction of At-risk Students with Online and Offline Learning Behaviors



Yu Yang , Zhiyuan Wen , Jiannong Cao , Jiaxing Shen , Hongzhi Yin , Xiaofang Zhou

* To be published in DASFAA 2020 

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Sequence-Aware Factorization Machines for Temporal Predictive Analytics



Tong Chen , Hongzhi Yin , Quoc Viet Hung Nguyen , Wen-Chih Peng , Xue Li , Xiaofang Zhou

* To appear in ICDE'20, Dallas, Texas, USA. Code link updated 

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