Publications

  1. Preview for Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey TPAMI
    Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey
    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.
    PDF
  2. Preview for Towards Calibrated Gradient-based Multi-Task Learning CVPR
    Towards Calibrated Gradient-based Multi-Task Learning
    Linxiao Cao*, Mianzimei Yang*, Zhipeng Zhou#, Hong Xie, Defu Lian, Menglin Yang#.
    Findings of The IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2026.
    PDF
  3. Preview for HyperbolicRAG: Enhancing Retrieval-Augmented Generation with Hyperbolic Representations Arxiv
    HyperbolicRAG: Enhancing Retrieval-Augmented Generation with Hyperbolic Representations
    Linxiao Cao, Ruitao Wang, Jindong Li, Zhipeng Zhou, Menglin Yang#.
    (Preprint), 2025.
    PDF
  4. Preview for Federated Reinforcement Learning for Therapeutic Interventions over ICUs with Noisy Labels CSCWD
    Federated Reinforcement Learning for Therapeutic Interventions over ICUs with Noisy Labels
    Linxiao Cao, Yifei Zhu, Haoquan Zhou, Shilei Tan, Wei Gong#.
    International Conference on Computer Supported Cooperative Work in Design, 2025.
    PDF Slides
  5. Preview for SFPrompt: Communication-Efficient Split Federated Fine-Tuning for Large Pre-Trained Models over Resource-Limited Devices Arxiv
  6. Preview for Federated Inverse Reinforcement Learning for Smart ICUs with Differential Privacy IoTJ
    Federated Inverse Reinforcement Learning for Smart ICUs with Differential Privacy
    Wei Gong, Linxiao Cao, Yifei Zhu, Fang Zuo, Xin He, Haoquan Zhou#
    IEEE Internet of Things Journal, 2023.
    PDF