Xin XIA

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Email: x dot xia at uq.edu.au

Hello, this is Xin Xia (夏新). I am currently a postdoctoral research fellow at The University of Queensland, who works with Prof. Shane Culpepper. I received my PhD degree in 2023, specializing in Data Science at The University of Queensland, jointly supervised by A/Prof. Hongzhi Yin and Dr. Miao Xu. Prior to starting my PhD, I completed my Bachelor’s degree at Jilin University in 2019.

Research Interests

Academic Services



News

Aug 13, 2023 Invited to give an online talk on on-device recommender systems at Chongqing university.
Aug 5, 2023 One paper on on-device model update is accepted by CIKM’23.
Jun 19, 2023 One paper on contrastive recommendation is accepted by TKDE.
Jun 2, 2023 Our survey on self-supervised recommendation is accepted by TKDE.
Jan 6, 2023 Our journal paper “Efficient On-Device Session-Based Recommendation” is accepted by TOIS.

Selected Publications

  1. CIKM
    Towards Communication-Efficient Model Updating for On-Device Session-Based Recommendation
    Xin Xia, Junliang Yu, Guandong Xu, and Hongzhi Yin
    Proceedings of the 32th ACM International Conference on Information & Knowledge Management, 2023
  2. SIGIR
    On-device next-item recommendation with self-supervised knowledge distillation
    Xin Xia, Hongzhi Yin, Junliang Yu, Qinyong Wang, and 2 more authors
    Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2022
  3. TOIS
    Efficient on-device session-based recommendation
    Xin Xia, Junliang Yu, Qinyong Wang, Chaoqun Yang, and 2 more authors
    ACM Transactions on Information Systems (TOIS), 2022
  4. AAAI
    Self-supervised hypergraph convolutional networks for session-based recommendation
    Xin Xia, Hongzhi Yin, Junliang Yu, Qinyong Wang, and 2 more authors
    Proceedings of the AAAI conference on artificial intelligence, 2021
  5. CIKM
    Self-supervised graph co-training for session-based recommendation
    Xin Xia, Hongzhi Yin, Junliang Yu, Yingxia Shao, and 1 more author
    Proceedings of the 30th ACM International Conference on Information & Knowledge Management, 2021