Xinchen Wan

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Room 3661, HKUST

Clear Water Bay

Kowloon, Hong Kong SAR, China

I am a Ph.D candidate in Hong Kong University of Science and Technology (HKUST), advised by Prof. Kai Chen. Before that, I received my B.Eng in Computer Science in Huazhong University of Science and Technology (HUST) in 2018.

My research interests include distributed machine learning system, data center networking, and hardware acceleration.

News

Oct 3, 2024 One co-authored paper TACC accepted in ASPLOS 2025.
Aug 21, 2024 One co-authored paper Jury accepted in EuroSys 2025.
May 5, 2024 One co-authored paper Tassel accepted in SIGCOMM 2024.
Jan 10, 2024 One co-authored paper Astraea accepted in EuroSys 2024.
Dec 6, 2023 Two co-authored papers MLT and Herald accepted in NSDI 2024.

Selected Publications

  1. __ASPLOS__
    Design and Operation of Shared Machine Learning Clusters on Campus
    Kaiqiang Xu, Decang Sun, Hao WangZhenghang RenXinchen WanXudong Liao, and 3 more authors
    In ACM ASPLOS, 2025
  2. __EuroSys__
    Achieving Fairness Generalizability for Learning-based Congestion Control with Jury
    Han TianXudong Liao, Decang Sun, Chaoliang ZengYilun JinJunxue Zhang, and 4 more authors
    In ACM EuroSys, 2025
  3. __SIGCOMM__
    Fast, Scalable, and Accurate Rate Limiter for RDMA NICs
    Zilong WangXinchen WanLuyang Li, Yijun Sun, Peng Xie, Xin Wei, and 3 more authors
    In ACM SIGCOMM, 2024
  4. __EuroSys__
    Astraea: Towards Fair and Efficient Learning-based Congestion Control
    Xudong LiaoHan TianChaoliang ZengXinchen Wan, and Kai Chen
    In ACM EuroSys, 2024
  5. ___NSDI___
    Accelerating Neural Recommendation Training with Embedding Scheduling
    Chaoliang ZengXudong Liao, Xiaodian Cheng, Han TianXinchen WanHao Wang, and 1 more author
    In USENIX NSDI, 2024
  6. ___NSDI___
    Towards Domain-Specific Network Transport for Distributed DNN Training
    Hao WangHan TianJingrong ChenXinchen Wan, Jiacheng Xia, Gaoxiong Zeng, and 4 more authors
    In USENIX NSDI, 2024
  7. __SIGMOD__
    Scalable and Efficient Full-Graph GNN Training for Large Graphs
    Xinchen WanKaiqiang XuXudong LiaoYilun JinKai Chen, and Xin Jin
    In ACM SIGMOD, 2023
  8. ___NSDI___
    SRNIC: A scalable architecture for RDMA NICs
    Zilong WangLayong Luo, Qingsong Ning, Chaoliang ZengWenxue LiXinchen Wan, and 5 more authors
    In USENIX NSDI, 2023
  9. ___ICNP___
    DGS: Communication-Efficient Graph Sampling for Distributed GNN Training
    Xinchen WanKai Chen, and Yiming Zhang
    In IEEE ICNP, 2022