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Mushui Liu

10 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

AAAI ×6ACM MM ×1CVPR ×1ECAI ×1ECCV ×1

Frequent coauthors

Yunlong Yu
×5
Wanggui He
×4
Bozheng Li
×3
Guanghao Zhang
×2
Zhelun Yu
×2
Haoyuan Li
×2
Dong She
×2
Yi Wang
×2
Hao Jiang
×2
Wenyi Xiao
×2
Ziqian Lu
×2
Jun Dan
×2

Papers

  1. CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation
    AAAI 2026 ·
    Guanghao Zhang
    ,
    Tao Zhong
    ,
    Yan Xia
    , Mushui Liu,
    Zhelun Yu
    ,
    Haoyuan Li
    ,
    Wanggui He
    ,
    Dong She
    ,
    Yi Wang
    ,
    Hao Jiang
  2. FUSE: Fine-Grained and Semantic-Aware Learning for Unified Image Understanding and Generation
    AAAI 2026 ·
    Peng Zhang
    ,
    Wanggui He
    , Mushui Liu,
    Wenyi Xiao
    ,
    Siyu Zou
    ,
    Yuan Li
    ,
    Xingjian Wang
    ,
    Guanghao Zhang
    ,
    Yanpeng Liu
    ,
    Weilong Dai
    ,
    Jinlong Liu
    ,
    Shuyi Ying
    ,
    Ruikai Zhou
    ,
    Yunlong Yu
    ,
    Yubo Tao
    ,
    Hai Lin
    ,
    Hao Jiang
  3. Envisioning Class Entity Reasoning by Large Language Models for Few-shot Learning
    AAAI 2025 · Mushui Liu,
    Fangtai Wu
    ,
    Bozheng Li
    ,
    Ziqian Lu
    ,
    Yunlong Yu
    ,
    Xi Li
  4. Frame Order Matters: A Temporal Sequence-Aware Model for Few-Shot Action Recognition
    AAAI 2025 ·
    Bozheng Li
    , Mushui Liu,
    Gaoang Wang
    ,
    Yunlong Yu
  5. LLM4GEN: Leveraging Semantic Representation of LLMs for Text-to-Image Generation
    AAAI 2025 · Mushui Liu,
    Yuhang Ma
    ,
    Zhen Yang
    ,
    Jun Dan
    ,
    Yunlong Yu
    ,
    Zeng Zhao
    ,
    Zhipeng Hu
    ,
    Bai Liu
    ,
    Changjie Fan
  6. MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis
    AAAI 2025 ·
    Wanggui He
    ,
    Siming Fu
    , Mushui Liu,
    Xierui Wang
    ,
    Wenyi Xiao
    ,
    Fangxun Shu
    ,
    Yi Wang
    ,
    Lei Zhang
    ,
    Zhelun Yu
    ,
    Haoyuan Li
    ,
    Ziwei Huang
    ,
    Leilei Gan
    ,
    Hao Jiang
  7. TFCustom: Customized Image Generation with Time-Aware Frequency Feature Guidance
    CVPR 2025 · Mushui Liu,
    Dong She
    ,
    Jingxuan Pang
    ,
    Qihan Huang
    ,
    Jiacheng Ying
    ,
    Wanggui He
    ,
    Yuanlei Hou
    ,
    Siming Fu
  8. HOGDA: Boosting Semi-supervised Graph Domain Adaptation via High-Order Structure-Guided Adaptive Feature Alignment
    ACM MM 2024 ·
    Jun Dan
    ,
    Weiming Liu
    , Mushui Liu,
    Chunfeng Xie
    ,
    Shunjie Dong
    ,
    Guofang Ma
    ,
    Yanchao Tan
    ,
    Jiazheng Xing
  9. Improving Zero-Shot Generalization for CLIP with Variational Adapter
    ECCV 2024 ·
    Ziqian Lu
    ,
    Fengli Shen
    , Mushui Liu,
    Yunlong Yu
    ,
    Xi Li
  10. OmniCLIP: Adapting CLIP for Video Recognition with Spatial-Temporal Omni-Scale Feature Learning
    ECAI 2024 · Mushui Liu,
    Bozheng Li
    ,
    Yunlong Yu