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Jiaxiang Liu

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

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Venues

AAAI ×3ACL ×2EMNLP ×2MICCAI ×2NeurIPS ×2ICDE ×1ICLR ×1IJCAI ×1NAACL ×1SIGIR ×1VLDB ×1WACV ×1

Frequent coauthors

Zuozhu Liu
×8
Jian Wu
×5
Kang Liu
×4
Jiawei Du
×4
Joey Zhou
×4
Yuan Wang
×3
Xiaotang Gai
×3
Xiusheng Huang
×3
Jun Zhao
×3
Ruiyuan Zhang
×3
Shujian Gao
×2
Yequan Wang
×2

Papers

  1. BMAM: Brain-inspired Multi-Agent Memory Framework
    ACL 2026 ·
    Yang Li
    , Jiaxiang Liu,
    Yusong Wang
    ,
    Yujie Wu
    ,
    Mingkun Xu
  2. Beyond N-grams: A Hierarchical Reward Learning Framework for Clinically-Aware Medical Report Generation
    AAAI 2026 ·
    Yuan Wang
    ,
    Shujian Gao
    , Jiaxiang Liu,
    Songtao Jiang
    ,
    Haoxiang Xia
    ,
    Xiaotian Zhang
    ,
    Zhaolu Kang
    ,
    Yemin Wang
    ,
    Zuozhu Liu
  3. Enhancing Multi-Valued Treatment Uplift Modeling with Knowledge Sharing and RCT Data
    SIGIR 2026 · Jiaxiang Liu,
    Luo He
    ,
    Zhenghao Zeng
    ,
    Deqiang Kong
    ,
    Funan Mu
    ,
    Jiaming Zhang
    ,
    Zilong Lu
    ,
    Peng Jiang
    ,
    Hongyan Liu
  4. 3D-RAD: A Comprehensive 3D Radiology Med-VQA Dataset with Multi-Temporal Analysis and Diverse Diagnostic Tasks
    NeurIPS 2025 ·
    Xiaotang Gai
    , Jiaxiang Liu,
    Yichen Li
    ,
    Zijie Meng
    ,
    Jian Wu
    ,
    Zuozhu Liu
  5. Capability Localization: Capabilities Can be Localized rather than Individual Knowledge
    ICLR 2025 ·
    Xiusheng Huang
    , Jiaxiang Liu,
    Yequan Wang
    ,
    Jun Zhao
    ,
    Kang Liu
  6. Enhancing Large Language Models with Pseudo-and Multisource-Knowledge Graphs for Open-ended Question Answering
    ICDE 2025 · Jiaxiang Liu,
    Tong Zhou
    ,
    Yubo Chen
    ,
    Jun Zhao
    ,
    Kang Liu
  7. Fair-MoE: Medical Fairness-Oriented Mixture of Experts in Vision-Language Models
    MICCAI 2025 ·
    Peiran Wang
    ,
    Linjie Tong
    ,
    Jian Wu
    , Jiaxiang Liu,
    Zuozhu Liu
  8. KPL: Training-Free Medical Knowledge Mining of Vision-Language Models
    AAAI 2025 · Jiaxiang Liu,
    Tianxiang Hu
    ,
    Jiawei Du
    ,
    Ruiyuan Zhang
    ,
    Joey Tianyi Zhou
    ,
    Zuozhu Liu
  9. Know-MRI: A Knowledge Mechanisms Revealer&Interpreter for Large Language Models
    ACL 2025 · Jiaxiang Liu,
    Boxuan Xing
    ,
    Chenhao Yuan
    ,
    Chenxiang Zhang
    ,
    Di Wu
    ,
    Xiusheng Huang
    ,
    Haida Yu
    ,
    Chuhan Lang
    ,
    Pengfei Cao
    ,
    Jun Zhao
    ,
    Kang Liu
  10. Leveraging Pretrained Diffusion Models for Zero-Shot Part Assembly
    IJCAI 2025 ·
    Ruiyuan Zhang
    ,
    Qi Wang
    , Jiaxiang Liu,
    Yuchi Huo
    ,
    Chao Wu
  11. MedThink: A Rationale-Guided Framework for Explaining Medical Visual Question Answering
    NAACL 2025 ·
    Xiaotang Gai
    ,
    Chenyi Zhou
    , Jiaxiang Liu,
    Yang Feng
    ,
    Jian Wu
    ,
    Zuozhu Liu
  12. PVP: Polar Representation Boost for 3D Semantic Occupancy Prediction
    WACV 2025 ·
    Yujing Xue
    , Jiaxiang Liu,
    Jiawei Du
    ,
    Joey Tianyi Zhou
  13. Suna: Scalable Causal Confounder Discovery over Relational Data
    VLDB 2025 · Jiaxiang Liu,
    Siyuan Xia
    ,
    Daniel Alabi
    ,
    Eugene Wu
  14. V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis
    MICCAI 2025 ·
    Yuan Wang
    , Jiaxiang Liu,
    Shujian Gao
    ,
    Bin Feng
    ,
    Zhihang Tang
    ,
    Xiaotang Gai
    ,
    Jian Wu
    ,
    Zuozhu Liu
  15. MedCoT: Medical Chain of Thought via Hierarchical Expert
    EMNLP 2024 · Jiaxiang Liu,
    Yuan Wang
    ,
    Jiawei Du
    ,
    Joey Zhou
    ,
    Zuozhu Liu
  16. Reasons and Solutions for the Decline in Model Performance after Editing
    NeurIPS 2024 ·
    Xiusheng Huang
    , Jiaxiang Liu,
    Yequan Wang
    ,
    Kang Liu
  17. Scalable Geometric Fracture Assembly via Co-creation Space among Assemblers
    AAAI 2024 ·
    Ruiyuan Zhang
    , Jiaxiang Liu,
    Zexi Li
    ,
    Hao Dong
    ,
    Jie Fu
    ,
    Chao Wu
  18. VPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis
    EMNLP 2024 · Jiaxiang Liu,
    Tianxiang Hu
    ,
    Huimin Xiong
    ,
    Jiawei Du
    ,
    Yang Feng
    ,
    Jian Wu
    ,
    Joey Zhou
    ,
    Zuozhu Liu