About Me

He is currently an applied machine learning researcher at Tencent. Before that, he worked as a research intern at Fuxi AI Lab. He received his M.Sc. degree in Computer Science at University of Electronic Science and Technology of China (UESTC), and received his B.Sc. degree in Information and Computing Science and B.B.M. degree in Financial Management at Sichuan Agricultural University (SICAU).

Research Interests:

Mechine Learning, Data Mining, Deep Learning and Recommender Systems.

🔥 News

📝 Publications

IEEE TNSE
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Improving Rating Prediction in Multi-criteria Recommender Systems via a Collective Factor Model

IEEE Transactions on Network Science and Engineering

Ge Fan, Chaoyun Zhang, Junyang Chen, Paul Li, Yingjie Li, Victor C. M. Leung.

  • A short version has appeared in DeMaL @ The Web Conference 2021, PDF
ASE 2022
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MV-HAN: A Hybrid Attentive Networks based Multi-View Learning Model for Large-scale Contents Recommendation

IEEE/ACM International Conference on Automated Software Engineering

Ge Fan, Chaoyun Zhang, Junyang Chen, Kai Wang.

  • Applied in Tencent Recommender Systems.
ICDE 2022
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Field-aware Variational Autoencoders for Billion-scale User Representation Learning

IEEE International Conference on Data Engineering

Ge Fan, Chaoyun Zhang, Junyang Chen, Paul Li, Zenglin Xu, Yingjie Li, Luyu Peng, Zhiguo Gong.

  • Applied in Tencent Recommender Systems.
Neurocomputing
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PPPNE: Personalized proximity preserved network embedding

Neurocomputing

Ge Fan, Biao Geng, Jianrong Tao, Kai Wang, Changjie Fan, and Wei Zeng.

ASOC
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Collaborative filtering via heterogeneous neural networks

Applied Soft Computing

Wei Zeng*, Ge Fan* (co-first authors), Shan Sun, Biao Geng, Weiyi Wang, Jiacheng Li, and Weibo Liu.

🎖 Honors and Awards

  • 2017, First-Class Award from China Postgraduate Mathematic Contest in Modeling .
  • 2016, First-Class Academic Scholarship from UESTC.
  • 2016, Excellent Program Award from SICAU.
  • 2016, Special Contest Award from SICAU.
  • 2015, Honorable Mentions for The Interdisciplinary Contest in Modeling (ICM).
  • 2015, Secend-class Award from China Undergraduate Mathematical Contest in Modeling Sichuan Area. (CUMCM).

💻 Work Experience

  • 2019.07 - 2024.05, Tencent (Shenzhen, China), Senior Researcher
  • 2019.03 - 2020.04, Tencent (Shenzhen, China), Research intern
  • 2018.07 - 2018.12, Netease Games (Hangzhou, China), Research intern