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Yuetao Chen

Ph.D. Student
The Chinese University of Hong Kong
Email: chenyt AT link.cuhk.edu.hk WeChat: yuetao_chen


About Me

Hi, I am a second year Ph.D. student at The Chinese University of Hong Kong, supervised by Prof. Henry Xu. Before that, I have interned at Microsoft Research (Asia), where I explored building the bridge between AI hardware and scientific computing. I received Best Paper Award at PPoPP 2024.

Research Interests

Education

Selected Publications

  1. DSV: Dynamic Sparsity in Large-Scale Video DiT Training
    Xin Tan, Yuetao Chen, Yimin Jiang, Xing Chen, Kun Yan, Nan Duan, Yibo Zhu, Daxin Jiang, Hong Xu
    ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2025.
    PDF Code

  2. ConvStencil: Transform Stencil Computation to Matrix Multiplication on Tensor Cores
    Yuetao Chen, Kun Li, Yuhao Wang, Donglin Bai, Lei Wang, Lingxiao Ma, Liang Yuan, Yunquan Zhang, Ting Cao, Mao Yang
    ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP), 2024.
    PDF Code 🏆Best Paper Award

  3. Intelligent Resource Scheduling for Co-located Latency-critical Services: A Multi-Model Collaborative Learning Approach
    Lei Liu, Xinglei Dou, Yuetao Chen
    USENIX Conference on File and Storage Technologies (FAST), 2023.
    PDF Code

Preprints & Under Review

  1. Make Every Draft Count: Hidden State based Speculative Decoding
    Yuetao Chen, Xuliang Wang, Xinzhou Zheng, Ming Li, Peng Wang, Hong Xu

  2. Prism: Parametrically Restructured Inference for Speculative Sampling Draft Models
    Xuliang Wang*, Yuetao Chen*, Maochan Zhen, Fang Liu, Xinzhou Zheng, Xingwu Liu, Hong Xu, Ming Li

  3. Echo: Simulating Distributed Training at Scale
    Yicheng Feng, Yuetao Chen, Kaiwen Chen, Jingzong Li, Tianyuan Wu, Peng Cheng, Chuan Wu, Wei Wang, Tsung-Yi Ho, Hong Xu
    arXiv:2412.12487
    PDF

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