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Xinyu Ma

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

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Venues

ACL ×4EMNLP ×2AAAI ×1ICDE ×1ICLR ×1ICML ×1MICCAI ×1

Frequent coauthors

Xu Chu
×6
Yasha Wang
×5
Yang Lin
×4
Xin Gao
×4
Junfeng Zhao
×4
Shiqi He
×2
Derek F. Wong
×2
Yongxin Xu
×2
Ruizhe Zhang
×2
Xinke Jiang
×2
Ruiqing Li
×2
Yue Cui
×1

Papers

  1. Branch-and-Browse: Efficient and Controllable Web Exploration with Tree-Structured Reasoning and Action Memory
    ACL 2026 ·
    Shiqi He
    ,
    Yue Cui
    , Xinyu Ma,
    Yaliang Li
    ,
    Bolin Ding
    ,
    Mosharaf Chowdhury
  2. EndoIR: Degradation-Agnostic All-in-One Endoscopic Image Restoration via Noise-Aware Routing Diffusion
    AAAI 2026 ·
    Tong Chen
    , Xinyu Ma,
    Long Bai
    ,
    Wenyang Wang
    ,
    Yue Sun
    ,
    Luping Zhou
  3. CDT: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task
    EMNLP 2025 ·
    Haosi Mo
    , Xinyu Ma,
    Xuebo Liu
    ,
    Derek F. Wong
    ,
    Yu Li
    ,
    Jie Liu
    ,
    Min Zhang
  4. DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing
    ICLR 2025 · Xinyu Ma,
    Yifeng Xu
    ,
    Yang Lin
    ,
    Tianlong Wang
    ,
    Xu Chu
    ,
    Xin Gao
    ,
    Junfeng Zhao
    ,
    Yasha Wang
  5. Evaluation of Text-to-Image Generation from a Creativity Perspective
    EMNLP 2025 ·
    Xinhao Wang
    , Xinyu Ma,
    Shengyong Ding
    ,
    Derek F. Wong
  6. MatchGen: Detecting Medical Abnormal Region by Generating Matched Normal Regions
    MICCAI 2025 · Xinyu Ma,
    Jinhui Ma
    ,
    Shiqi He
    ,
    Xin Che
    ,
    Hon Yiu So
    ,
    Lingyang Chu
  7. Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning
    ACL 2025 ·
    Yongxin Xu
    ,
    Ruizhe Zhang
    ,
    Xinke Jiang
    ,
    Yujie Feng
    ,
    Yuzhen Xiao
    , Xinyu Ma,
    Runchuan Zhu
    ,
    Xu Chu
    ,
    Junfeng Zhao
    ,
    Yasha Wang
  8. TC-RAG: Turing-Complete RAG's Case study on Medical LLM Systems
    ACL 2025 ·
    Xinke Jiang
    ,
    Yue Fang
    ,
    Rihong Qiu
    ,
    Haoyu Zhang
    ,
    Yongxin Xu
    ,
    Hao Chen
    ,
    Wentao Zhang
    ,
    Ruizhe Zhang
    ,
    Yuchen Fang
    , Xinyu Ma,
    Xu Chu
    ,
    Junfeng Zhao
    ,
    Yasha Wang
  9. Combating Label Sparsity in Short Text Topic Modeling via Nearest Neighbor Augmentation
    ACL 2024 ·
    Yang Lin
    , Xinyu Ma,
    Xin Gao
    ,
    Ruiqing Li
    ,
    Yasha Wang
    ,
    Xu Chu
  10. Enhancing Topic Interpretability for Neural Topic Modeling Through Topic-Wise Contrastive Learning
    ICDE 2024 ·
    Xin Gao
    ,
    Yang Lin
    ,
    Ruiqing Li
    ,
    Yasha Wang
    ,
    Xu Chu
    , Xinyu Ma,
    Hailong Yu
  11. Parameter Efficient Quasi-Orthogonal Fine-Tuning via Givens Rotation
    ICML 2024 · Xinyu Ma,
    Xu Chu
    ,
    Zhibang Yang
    ,
    Yang Lin
    ,
    Xin Gao
    ,
    Junfeng Zhao