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Xinjun Zhu

Master Student
Multidata Lab
School of Software
Zhejiang University

Contact Information:
Zhejiang University, Hangzhou, China
Email: xjzhu@zju.edu.cn

About me

I’m a Master student in Zhejiang University, advised by Prof. Lu Chen. My research interests include the recommendation system and spatio-temporal big data.

Education

Master    in School of Software, Zhejiang University    2021 - present

B.S.      in College of Computer Science and Technology, Zhejiang University of Technology    2017 - 2021

Publications

  • Knowledge-refined Denoising Network for Robust Recommendation.
    Xinjun Zhu, Yuntao Du, Yuren Mao, Lu Chen, Yujia Hu, Yunjun Gao,
    Information Retrieval (SIGIR), 2023
    PDF Code

  • Metakg: Meta-learning on knowledge graph for cold-start recommendation.
    Yuntao Du, Xinjun Zhu, Lu Chen, Ziquan Fang, Yunjun Gao,
    IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
    PDF Code

  • HAKG: Hierarchy-aware knowledge gated network for recommendation.
    Yuntao Du, Xinjun Zhu, Lu Chen, Baihua Zheng, Yunjun Gao,
    Information Retrieval (SIGIR), 2022
    PDF Code

  • Spatio-temporal trajectory similarity learning in road networks.
    Ziquan Fang, Yuntao Du, Xinjun Zhu, Danlei Hu, Lu Chen, Yunjun Gao, Christian S Jensen,
    In The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD), 2022
    PDF Code

Honors

  • [2023] Excellent Graduate Student of Zhejiang University
  • [2022] National Scholarship of Zhejiang University
  • [2022] Excellent Graduate Student of Zhejiang University

Services

  • [Conference Reviewer] ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR): 2023