Xinyu Ma

Venues

Frequent coauthors

Papers

1. Branch-and-Browse: Efficient and Controllable Web Exploration with Tree-Structured Reasoning and Action Memory
   ACL 2026 ·

   Shiqi He

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2. EndoIR: Degradation-Agnostic All-in-One Endoscopic Image Restoration via Noise-Aware Routing Diffusion
   AAAI 2026 ·

   Tong Chen

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3. CDT: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task
   EMNLP 2025 ·

   Haosi Mo

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4. DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing
   ICLR 2025 · Xinyu Ma
5. Evaluation of Text-to-Image Generation from a Creativity Perspective
   EMNLP 2025 ·

   Xinhao Wang

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6. MatchGen: Detecting Medical Abnormal Region by Generating Matched Normal Regions
   MICCAI 2025 · Xinyu Ma
7. Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning
   ACL 2025 ·

   Yongxin Xu

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8. TC-RAG: Turing-Complete RAG's Case study on Medical LLM Systems
   ACL 2025 ·

   Xinke Jiang

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9. Combating Label Sparsity in Short Text Topic Modeling via Nearest Neighbor Augmentation
   ACL 2024 ·

   Yang Lin

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10. Enhancing Topic Interpretability for Neural Topic Modeling Through Topic-Wise Contrastive Learning
    ICDE 2024 ·

    Xin Gao

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11. Parameter Efficient Quasi-Orthogonal Fine-Tuning via Givens Rotation
    ICML 2024 · Xinyu Ma