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教育经历
博士计算机软件与理论 北京大学2017-2023.导师:张铭
硕士 软件工程专业 东北大学2014-2017.导师:任涛
学士 软件工程专业 东北大学2010-2014.
工作经历
2023-至今 在对外经济贸易大学信息学院从事图表示学习、图神经网络、解耦合表示学习、推荐系统等研究和教学工作。
主要论文
Yifan Wang, Suyao Tang, Yuntong Lei, Weiping Song, Sheng Wang, Ming Zhang. DisenHAN: Disentangled Heterogeneous Graph Attention Network for Recommendation[100]. CIKM 2020: 1605-1614.
Yifan Wang, Yiping Song, Shuai Li, Chaoran Cheng, Wei Ju, Ming Zhang, Sheng Wang. DisenCite: Graph-based Disentangled Representation Learning for Context-specific Citation Generation[100]. AAAI 2022: 11449-11458.
Yifan Wang*,Yifang Qin*, Yu Han, Mingyang Yin, Jingren Zhou, Hongxia Yang, Ming Zhang. AD-AUG: Adversarial Data Augmentation for Counterfactual Recommendation[100].ECML-PKDD 2022: 474–490
Yifan Wang,Yifang Qin, Fang Sun, Bo Zhang, Xuyang Hou, Ke Hu, Jia Cheng, Jun Lei, Ming Zhang. DisenCTR: Dynamic Graph-based Disentangled Representation for Click-Through Rate Prediction[100]. SIGIR 2022: 2314-2318.
Yifang Qin*, Yifan Wang*, Fang Sun*, Wei Ju, Xuyang Hou, Zhe Wang, Jia Cheng, Jun Lei and Ming Zhang. DisenPOI: Disentangling Sequential and Geographical Influence for Point-of-Interest Recommendation[100]. WSDM 2023:508–516