Postdoctor of Tsinghua University
Email: sun.hfut@gmail.com
WeChat: 15256911585 NickName: PeijieSun

Biography

Peijie Sun is a Ph.D. student with the Hefei University of Technology. He received the master degree from the same university in 2018. He has published several papers in leading conferences and journals, including WWW, SIGIR, IEEE TKDE and IEEE Trans. on SMC: Systems. His current research interests include recommender system, social network, and data mining.

中文简介

2022年7月入职清华大学计算机学院担任博士后,从事推荐算法和认知诊断等相关方向的研究。博士论文题为面向社交评论文本的个性化推荐算法研究,博士论文被专家委员会推荐为优秀博士论文。 已获得中国博士后科学基金第4批特别资助(站前),发表论文9篇,实审专利4项。目前主要关注于基于因果、知识与认知推理的用户建模与个性化推荐研究,是基于因果与认知推理的用户行为建模关键技术研究国家自然科学基金联合基金重点项目核心研究人员。

Resume

Resume 2022-02-22

Interests

Recommender System, Social Network, Data Mining

Education

Hefei University of Technology
PhD Candidate of Signal and Information Processing, September 2018 - June 2022
Advisor: Meng Wang and Le Wu
Hefei University of Technology
MEng in Signal and Information Processing, September 2015 - June 2018
Advisor: Meng Wang and Le Wu
Hefei University of Technology
BEng in Electronic Information Science and Technology, September 2011 - June 2015
Advisor: Xueliang Liu

Experiences

Visting Scholar, University of Missouri-Rolla(Rolla), December 2018 - July 2019
Advisior: Yanjie Fu
Student Intern, Miscrsoft Research Asia(MSRA), May 2021 - July 2021
Mentor: Fangzhao Wu


Publications

[Conferernce]

  1. A Review-aware Graph Contrastive Learning Framework for Recommendation. Jie Shuai, Kun Zhang, Le Wu, Peijie Sun, Richang Hong, Men Wang, Yong Li. SIGIR 2022.
  2. ProFairRec: Provider Fairness-aware News Recommendation. Tao Qi, Fangzhao Wu, Chuhan Wu, Peijie Sun, Le Wu, Xiting Wang, Yongfeng Huang, Xing Xie. SIGIR 2022.
  3. Dual Learning for Explainable Recommendation Towards Unifying User Preference Prediction and Review Generation, Peijie Sun, Le Wu, Kun Zhang, Yanjie Fu, Richang Hong, Meng Wang. WWW 2020. pdf, slide, code.
  4. A Neural Influence Diffusion Model for Social Recommendation, Le Wu, Peijie Sun, Yanjie Fu, Richang Hong, Xiting Wang, Meng Wang. SIGIR 2019. pdf, slide, poster, code.
  5. Attentive Recurrent Social Recommendation, Peijie Sun, Le Wu, Meng Wang. SIGIR 2018. pdf, slide, poster.
  6. Contextual Attention Model for Social Recommendation, Hogfeng Bao, Le Wu, Peijie Sun. PCM 2018. pdf.

[Journal]

  1. An Unsupervised Aspect-aware Recommendation Model with Explanation Text Generation, Peijie Sun, Le Wu, Kun Zhang, Meng Wang, Yu Su. ACM TOIS 2022. pdf
  2. DiffNet++: A Neural Influence and Interest Diffusion Network for Social Recommendation, Le Wu, Junwei Li, Peijie Sun, Richang Hong, Yong Ge, Meng Wang. IEEE TKDE 2020. pdf
  3. Collaborative Neural Social Recommendation, Le Wu, Peijie Sun, Richang Hong, Yong Ge, Meng Wang. IEEE TSMC:Systems 2018. pdf

Last Update: 2022-08-01