Yanxi Chen 陈彦熹

  • Research: machine learning, large language models

  • Email: yxchen0 at outlook dot com

Experiences

  • 2023.7 – Present: Alibaba Group (通义实验室)

  • 2018.9 – 2023.5: PhD, Princeton University

  • 2014.9 – 2018.6: BE, Tsinghua University

Selected works

  • On the Design and Analysis of LLM-Based Algorithms
    Yanxi Chen, Yaliang Li, Bolin Ding, Jingren Zhou
    arXiv preprint, 2024 (GitHub) (arXiv)

  • EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism
    Yanxi Chen*, Xuchen Pan*, Yaliang Li, Bolin Ding, Jingren Zhou
    ICML, 2024 (GitHub) (arXiv)

  • Ranking from Pairwise Comparisons in General Graphs and Graphs with Locality
    Yanxi Chen
    Technical report, 2023 (arXiv)

  • Learning Mixtures of Linear Dynamical Systems
    Yanxi Chen, H. Vincent Poor
    ICML, 2022, Outstanding Paper Award (PMLR) (arXiv)