About Me

I’m a Ph.D. student in the Artificial Intelligence Thrust at The Hong Kong University of Science and Technology (Guangzhou), supervised by Prof. Menglin Yang. I received my M.S. from the School of Data Science at the University of Science and Technology of China (USTC), where I was advised by Prof. Wei Gong.

I welcome opportunities for collaboration—please feel free to reach out.

Research Interests

News

Selected Publications

  1. Preview for Delve into the Applicability of Advanced Optimizers for Multi-Task Learning NeurIPS
    Zhipeng Zhou, Linxiao Cao, Yiming Cao, Pengcheng Wu, Peilin Zhao, Chunyan Miao#
    Advances in Neural Information Processing Systems, 2026.

  2. Preview for Curvature-Guided Parameter Initialization for Multi-Task Learning NeurIPS
    Curvature-Guided Parameter Initialization for Multi-Task Learning
    Linxiao Cao, Zhipeng Zhou, Xutao Huang, Min Zhou, Menglin Yang#
    Advances in Neural Information Processing Systems, 2026.

  3. Preview for Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey TPAMI
    Jindong Li, Yali Fu, Jiahong Liu, Linxiao Cao, Wei Ji, Menglin Yang#, Irwin King, Ming-Hsuan Yang.
    Transactions on Pattern Analysis and Machine Intelligence, 2026.