Yiran Guan

Yiran Guan

MS student

Huazhong University of Science and Technology

I am actively seeking full-time research positions starting 2027.

About Me

I am a Master’s student in the School of Software Engineering at Huazhong University of Science and Technology (HUST), working under the supervision of Prof. Xiang Bai. Before starting my graduate studies, I earned my Bachelor’s degree from HUST’s School of Artificial Intelligence and Automation, where I was advised by Prof. Yang Xiao.

Research Interests

News

Publications

(*Equal contribution, †Corresponding authors)

  1. Video Streaming Thinking: VideoLLMs Can Watch and Think Simultaneously
    Video Streaming Thinking: VideoLLMs Can Watch and Think Simultaneously
    Yiran Guan*, Liang Yin*, Dingkang Liang, Jianzhong Ju, Zhenbo Luo, Jian Luan, Yuliang Liu, Xiang Bai†
    ECCV, 2026
    PDF Code
  2. ThinkOmni: Lifting Textual Reasoning to Omni-modal Scenarios via Guidance Decoding
    ThinkOmni: Lifting Textual Reasoning to Omni-modal Scenarios via Guidance Decoding
    Yiran Guan, Sifan Tu, Dingkang Liang, Linghao Zhu, Jianzhong Ju, Zhenbo Luo, Jian Luan, Yuliang Liu, Xiang Bai†
    ICLR, 2026.
    PDF Code
  3. Shuffle-R1: Efficient RL framework for Multimodal Large Language Models via Data-centric Dynamic Shuffle
    Shuffle-R1: Efficient RL framework for Multimodal Large Language Models via Data-centric Dynamic Shuffle
    Linghao Zhu, Yiran Guan, Dingkang Liang, Jianzhong Ju, Zhenbo Luo, Bin Qin, Jian Luan, Yuliang Liu, Xiang Bai†
    ICLR, 2026.
    PDF Code
  4. MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks
    MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks
    Xingkui Zhu*, Yiran Guan*, Dingkang Liang, Yuchao Chen, Yuliang Liu, Xiang Bai†
    NeurIPS, 2024.
    PDF Code BibTeX
  5. Well Begun is Half Done: The Importance of Initialization in Dataset Distillation
    Well Begun is Half Done: The Importance of Initialization in Dataset Distillation
    Yiran Guan, Zhu Chen, Xingkui Zhu, Dingkang Liang, Yuliang Liu, Xiang Bai†
    ECCV workshop on Dataset Distillation, 2024.
    PDF Oral
  6. End-to-end Video Gaze Estimation via Capturing Head-face-eye Spatial-temporal Interaction Context
    End-to-end Video Gaze Estimation via Capturing Head-face-eye Spatial-temporal Interaction Context
    Yiran Guan*, Zhuoguang Chen*, Wenzheng Zeng†, Zhiguo Cao, Yang Xiao†
    IEEE Signal Processing Letters, 2023.
    PDF Code BibTeX

Services

Conference Reviewers