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Beichen Huang

Undergraduate Student
McMaster University
huangb21 (at) mcmaster.ca


About Me

Hello and welcome! I’m Beichen Huang, a senior student at McMaster University, majoring in Mechatronics Engineering. My current research interests lie in building affordable and efficient LLM, through optimization and machine learning systems.

I had a wonderful research visit at the Chinese Unviersity of Hong Kong (ShenZhen) from Sept. 2023 to May 2024, advised by Prof. Kaiming Shen, working on optimization and its application in machine learning and wireless communication. I am also fortunate to be supervised by Prof. Minjia Zhang at University of Illinois Urbana-Champaign from March 2024, focusing on MoE model quantization.

News

Publications

  1. Multidimensional Fractional Programming for Normalized Cuts
    Yannan Chen*, Beichen Huang*, Licheng Zhao, Kaiming Shen (*Equal Contributors)
    the Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024.
    PDF

  2. Aerial-IRS-Assisted Load Balancing In Downlink Networks
    Shuyi Ren, Beichen Huang, Xiaoyang Li, Kaiming Shen
    IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024.
    PDF

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