关于我

白婷

baiting AT bupt.edu.cn

北京邮电大学计算机学院讲师,硕士生导师。于2019年6月于中国人民大学获得博士学位, 师从信息检索专家 文继荣 教授 和 赵鑫 副教授。研究方向是 推荐系统,深度学习,社交媒体数据挖掘和用户行为分析。 2017-2018年在加拿大蒙特利尔大学交换学习, 师从信息检索著名学者 聂建云 教授。在SIGIR、WWW、KDD、CIKM、WSDM、NAACL、TKDE等会议、期刊发表多篇文章,其中有三篇获得最佳论文/最佳论文候选奖。受邀担任期刊TKDE、SIGIR、AAAI、JCST、AIRS等期刊会议的审稿人,在IEEE ICDM 2020担任宣传主席, 2020年获得中国中文信息学会“优秀博士学位论文奖”。

学术任职

担任 IEEE ICDM Publicity Chair (2020)
担任 IEEE ICKG Publicity Chair (2022)
担任 SIGIR PC Member
担任 KDD PC Member
担任 WWW PC Member
担任 IJCAI PC Member
担任 AAAI PC Member (2019)
担任 WSDM PC Member
担任 CIKM PC Member
担任 IEEE Transactions on Knowledge and Data Engineering (TKDE) 期刊审稿人
担任 Journal of Computer Science and Technology (JCST) 期刊审稿人

论文发表

EMNLP'22 (Accept) A Multi-Modal Knowledge Graph for Classical Chinese Poetry. [Paper]
WWW'22 A Contrastive Sharing Model for Multi-Task Recommendation. [Paper]
  • Ting Bai, Yudong Xiao, Bin Wu, Guojun Yang, Hongyong Yu, Jian-Yun Nie
  • DASFAA'22 Learning Social Influence from Network Structure for Recommender Systems. [Paper]
  • Ting Bai , Yanlong Huang, Bin Wu
  • DASFAA'22 Semi-Supervised Graph Learning with Few Labeled Nodes. [Paper]
  • Cong Zhang, Ting Bai, Bin Wu
  • ICMR'21 Relation-aware Hierarchical Attention Framework for Video Question Answering. [Paper]
  • Fangtao Li,Ting Bai ,Chenyu Cao, Zihe Liu, Chenghao Yan, Bin Wu
  • 计算机学报'21 基于图像和视频信息的社交关系理解研究综述. [Paper]
  • 王正, 吴斌,王文哲,滕一阳,帅杰,肖云鹏 白婷
  • IEEE Big Data'21 Temporal Graph Neural Networks for Social Recommendation. [Paper]
  • Ting Bai ,Youjie Zhang, Bin Wu, Jian-Yun Nie
  • KSEM'21 A Time Interval Aware Approach for Session-Based Social Recommendation. [Paper]
  • Youjie Zhang,Ting Bai ,Bin Wu, Bai Wang
  • WWW'20 Deep Adversarial Completion for Sparse Heterogeneous Information Network Embedding. [Paper]
  • Kai Zhao*,Ting Bai* , Bin Wu, Bai Wang, Youjie Zhang, Yuanyu Yang and Jian-Yun Nie
  • 计算机研究与发展'20 古诗词图谱的构建及分析研究. [Paper]
  • 刘昱彤,吴斌, 白婷
  • WSDM'20 Pseudo Dyna-Q: A Reinforcement Learning Framework for Interactive Recommendation. [Paper]
  • Lixin Zou,Long Xia, Pan Du, Zhuo Zhang, Ting Bai, Weidong Liu, Jian-Yun Nie, Dawei Yin.
  • KDD Workshop'19 An End-to-End Neighborhood-based Interaction Model for Knowledge-enhanced Recommendation. [ Best Paper Award] [Paper]
  • Yanru Qu,Ting Bai* (Co-First Author), Weinan Zhang, Jianyun Nie and Jian Tang.
  • SIGIR'19 CTRec: A Long-Short Demands Evolution Model for Continuous-Time Recommendation [Paper]
  • Ting Bai, Lixin Zou, Xin Zhao, Pan Du, Weidong Liu, Jian-Yun Nie and Ji-Rong Wen
  • CIKM'19 News Graph: An Enhanced Knowledge Graph for News Recommendation. [Paper]
  • Danyang Liu,Ting Bai* (Corresponding Author), Jianxun Lian, Guangzhong Sun, Wayne Xin Zhao, Ji-Rong Wen, Xing Xie.
  • NAACL'19 SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling [Paper]
  • Peng Lu,Ting Bai* (Co-First Author), Philippe Langlais
  • SIGIR'18 An Attribute-aware Neural Attentive Model for Next Basket Recommendation [Paper] [Code] [Poster]
  • Ting Bai, Jian-Yun Nie, Wayne Xin Zhao, Yutao Zhu, Pan Du, Ji-Rong Wen
  • TKDE'18 Predicting Early Reviewers for Effective Product Marketing on E-Commerce Websites [Paper] [Slides]
  • Ting Bai, Wayne Xin Zhao, Yulan He, Ji-Rong Wen
  • AIRS'18 A Neural Labeled Network Embedding Approach to Product Adopter Prediction
  • Qi Gu,Ting Bai, Wayne Xin Zhao,Ji-Rong Wen
  • CIKM'17 A Neural Collaborative Filtering Model with Interaction-based Neighborhood [ Best Short Paper Runner-up Award] [Paper] [Code(Pytorch)] [(Keras)] [Slides]
  • Ting Bai, Wayne Xin Zhao, Jun Zhang, Ji-Rong Wen
  • JCST'17 An Experimental Study of Text Representation Methods for Cross-Site Purchase Preference Prediction Using the Social Text Data [Paper]
  • Ting Bai, Hongjian Dou, Wayne Xin Zhao, Ji-Rong Wen
  • Journal of Chinese Processing'17 Connecting Social Media to E-commerce: Long-tail Purchase Behaviors using Multiple Additive Regression Tree (Chinese)
  • Ting Bai, Ji-Rong Wen, Wayne Xin Zhao, Bohua Yang
  • CCF BIG DATA'15 Leveraging Online Social Media Information for Predicting the Long-tail Purchase Behaviors [ Best Paper Runner-up Award ][Paper]
  • Ting Bai, Bohua Yang, Wayne Xin Zhao, Ji-Rong Wen
  • 奖项

    2020 中国中文信息学会“优秀博士学位论文奖”
    2019 KDD Workshop Best Paper Award
    2017 CIKM Best Short Paper Runner Up Award
    2015 CCF BigData 最佳论文候选
    2018 加拿大魁北克省政府奖学金
    2015, 2017,2018 博士生国家奖学金
    2016, 2017,2018 连续三年入选中国人民大学拔尖人才计划
    2016,2018 中国人民大学三好学生,优秀研究生
    2014 宝钢优秀学生奖学金,5/38700.
    2013 全国信息技术应用水平大赛 全国一等奖

    Concat

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    电子邮箱:baiting AT bupt.edu.cn