Zaifeng Pan

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Zaifeng Pan is a PhD student at UCSD, working with Prof. Yufei Ding. His current research interests include machine learning systems and compilers.

Email Address: zapan@ucsd.edu

Education

  • University of California, San Diego (UCSD), 2024 - Present
    Ph.D. student in Computer Science & Engineering
    Advisor: Prof. Yufei Ding

  • Renmin University of China (RUC), 2021 - 2024
    M.S. in Computer Software and Theory
    Advisor: Prof. Feng Zhang

  • Shanghai Jiao Tong University (SJTU), 2017 - 2021
    B.E. in Mechanical Engineering

Work Experience

  • Microsoft, Research Intern, 2023 - 2024
    Mentor: Dr. Zhen Zheng

  • Alibaba PAI, Research Intern, 2021 - 2023
    Mentor: Dr. Zhen Zheng

Selected Publications

  1. MLSys’25
    FastTree: Optimizing Attention Kernel and Runtime for Tree-Structured LLM Inference (To Appear)
    Zaifeng Pan, Yitong Ding , Yue Guan , Zheng Wang , Zhongkai Yu , Xulong Tang , Yida Wang , and Yufei Ding
    In Proceedings of Machine Learning and Systems , 2025
  2. SC’24
    RecFlex: Enabling Feature Heterogeneity-Aware Optimization for Deep Recommendation Models with Flexible Schedules
    Zaifeng Pan, Zhen Zheng , Feng Zhang , Bing Xie , Ruofan Wu , Shaden Smith , Chuanjie Liu , Olatunji Ruwase , Xiaoyong Du , and Yufei Ding
    In International Conference for High Performance Computing, Networking, Storage and Analysis , 2024
  3. ASPLOS’23
    RECom: A Compiler Approach to Accelerating Recommendation Model Inference with Massive Embedding Columns
    Zaifeng Pan, Zhen Zheng , Feng Zhang , Ruofan Wu , Hao Liang , Dalin Wang , Xiafei Qiu , Junjie Bai , Wei Lin , and Xiaoyong Du
    In Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 4 , 2023
    🏆  Distinguished Artifact Award (presented at ASPLOS’24)