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教育经历
博士 信息科学技术学院 北京大学2019-2014.导师:张铭
学士 数学专业 北京师范大学 2005-2009.
工作经历
2014-2016微软亚洲研究院副研究员
2016-2017密歇根大学和卡内基梅隆大学的联合培养博士后,合作导师梅俏竹
2017-至今Mila(魁北克AI研究所)和HEC Montreal大学,目前任副教授
主要论文
Tang J, Qu M, Wang M, Zhang M, Yan J, Mei Q. Line: Large-scale information network embedding[100]//Proceedings of the 24th international conference on world wide web. 2015: 1067-1077.
Tang J, Meng Z, Nguyen X, Mei Q, Zhang M.Understanding the Limiting Factors of Topic Modeling via Posterior Contraction Analysis[100].// Proceedings of the 31th International Conference on Machine Learning.2014: 190-198 (惟一最佳论文奖)
Sun Z, Deng Z H, Nie J Y, Tang J. RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space[100]//International Conference on Learning Representations. 2018.
Tang J, Qu M, Mei Q. Pte: Predictive text embedding through large-scale heterogeneous text networks[100]//Proceedings of the 21th ACM SIGKDD international conference on knowledge discovery and data mining. 2015: 1165-1174.
Sun F Y, Hoffman J, Verma V, Tang J. InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization[100]//International Conference on Learning Representations. 2019.
Qiu J, Tang J, Ma H, et al. Deepinf: Social influence prediction with deep learning[100]//Proceedings of the 24th ACM SIGKDD international conference on knowledge discovery & data mining. 2018: 2110-2119.