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Yishu Liu

15 papers at tracked venues · 11 at CORE A* · active 2024–2026

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Venues

ACM MM ×6AAAI ×3IJCAI ×2MICCAI ×2CVPR ×1NeurIPS ×1

Frequent coauthors

Bingzhi Chen
×14
Guangming Lu
×10
Zheng Zhang
×5
Huanjia Zhu
×4
Yuncheng Jiang
×2
Xiaoling Luo
×2
Xiaozhao Fang
×2
Sisi Fu
×2
Jiawei Zhu
×2
Hui Lin
×2
Jiahui Pan
×2
Zhongqi Wu
×2

Papers

  1. Cross Modal Fine-grained Alignment via Granularity-aware and Region-uncertain Modeling
    AAAI 2026 ·
    Jiale Liu
    ,
    Haoming Zhou
    , Yishu Liu,
    Bingzhi Chen
    ,
    Yuncheng Jiang
  2. CauRDG: Enhancing Domain Generalization with Causal-Driven Semantic Consistency Reasoning
    ACM MM 2025 ·
    Zongxin Liu
    , Yishu Liu,
    Guangming Lu
    ,
    Xiaoling Luo
    ,
    Bingzhi Chen
  3. Cause-Effect Driven Optimization for Robust Medical Visual Question Answering with Language Biases
    IJCAI 2025 ·
    Huanjia Zhu
    , Yishu Liu,
    Xiaozhao Fang
    ,
    Guangming Lu
    ,
    Bingzhi Chen
  4. Language-Bias-Resilient Visual Question Answering via Adaptive Multi-Margin Collaborative Debiasing
    NeurIPS 2025 ·
    Huanjia Zhu
    ,
    Shuyuan Zheng
    , Yishu Liu,
    Sudong Cai
    ,
    Bingzhi Chen
  5. Med-BiasX: Robust Medical Visual Question Answering with Language Biases
    MICCAI 2025 ·
    Huanjia Zhu
    , Yishu Liu,
    Chengju Zhou
    ,
    Guangming Lu
    ,
    Bingzhi Chen
  6. OralXrays-9: Towards Hospital-Scale Panoramic X-ray Anomaly Detection via Personalized Multi-Object Query-Aware Mining
    CVPR 2025 ·
    Bingzhi Chen
    ,
    Sisi Fu
    ,
    Xiaocheng Fang
    ,
    Jieyi Cai
    ,
    Boya Zhang
    ,
    Minhua Lu
    , Yishu Liu
  7. PET-GPRA: Rethinking PET with Gradient-Aware Prompting and Router-Free Adapters for Few-shot Class-Incremental Learning
    ACM MM 2025 · Yishu Liu,
    Zhiming Chen
    ,
    Desen Wang
    ,
    Xiaoling Luo
    ,
    Bingzhi Chen
    ,
    Guangming Lu
  8. SG-FSL: Cross-Domain Few-Shot Learning with Style-Decoupled Augmentation and Gradient-Conflict Adjustment
    ACM MM 2025 ·
    Yunyu Zou
    , Yishu Liu,
    Jun Liang
    ,
    Bingzhi Chen
  9. Towards Robust Visual Question Answering via Prompt-Driven Geometric Harmonization
    AAAI 2025 · Yishu Liu,
    Jiawei Zhu
    ,
    Congcong Wen
    ,
    Guangming Lu
    ,
    Hui Lin
    ,
    Bingzhi Chen
  10. CariesXrays: Enhancing Caries Detection in Hospital-Scale Panoramic Dental X-rays via Feature Pyramid Contrastive Learning
    AAAI 2024 ·
    Bingzhi Chen
    ,
    Sisi Fu
    , Yishu Liu,
    Jiahui Pan
    ,
    Guangming Lu
    ,
    Zheng Zhang
  11. Combating Visual Question Answering Hallucinations via Robust Multi-Space Co-Debias Learning
    ACM MM 2024 ·
    Jiawei Zhu
    , Yishu Liu,
    Huanjia Zhu
    ,
    Hui Lin
    ,
    Yuncheng Jiang
    ,
    Zheng Zhang
    ,
    Bingzhi Chen
  12. Enhancing Cross-Modal Retrieval via Visual-Textual Prompt Hashing
    IJCAI 2024 ·
    Bingzhi Chen
    ,
    Zhongqi Wu
    , Yishu Liu,
    Biqing Zeng
    ,
    Guangming Lu
    ,
    Zheng Zhang
  13. Medical Cross-Modal Prompt Hashing with Robust Noisy Correspondence Learning
    MICCAI 2024 · Yishu Liu,
    Zhongqi Wu
    ,
    Bingzhi Chen
    ,
    Zheng Zhang
    ,
    Guangming Lu
  14. Prototype-Guided Dual-Transformer Reasoning for Video Individual Counting
    ACM MM 2024 ·
    Rui Li
    , Yishu Liu,
    Huafeng Li
    ,
    Jinxing Li
    ,
    Guangming Lu
  15. Stay Focused is All You Need for Adversarial Robustness
    ACM MM 2024 ·
    Bingzhi Chen
    ,
    Ruihan Liu
    , Yishu Liu,
    Xiaozhao Fang
    ,
    Jiahui Pan
    ,
    Guangming Lu
    ,
    Zheng Zhang