Xiao Liang

Venues

Frequent coauthors

Papers

1. Anatomical Region-Guided Contrastive Decoding: A Plug-and-Play Strategy for Mitigating Hallucinations in Medical VLMs
   AAAI 2026 · Xiao Liang
2. Data Mixing Agent: Learning to Re-weight Domains for Continual Pre-training
   ACL 2026 ·

   Kailai Yang

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3. Dynamic Generation of Multi LLM Agents Communication Topologies with Graph Diffusion Models
   ACL 2026 ·

   Eric Hanchen Jiang

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4. Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation
   ACL 2026 ·

   Hengyuan Zhang

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5. Gold-Medal-Level Olympiad Geometry Solving with Efficient Heuristic Auxiliary Constructions
   ACL 2026 ·

   Boyan Duan

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6. Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models
   ACL 2026 ·

   Hengyuan Zhang

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7. Semantic-Space Exploration and Exploitation in RLVR for LLM Reasoning
   ACL 2026 ·

   Fanding Huang

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8. Too Long, Do Re-weighting for Efficient LLM Reasoning Compression
   ACL 2026 ·

   Zhong-Zhi Li

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9. Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability
   ACL 2026 · Xiao Liang
10. A Flexible Smart Insole Enabling Real-Time Gait Visualization and Phase Recognition
    UbiComp/ISWC 2025 ·

    Shiji Yuan

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11. AdaLRS: Loss-Guided Adaptive Learning Rate Search for Efficient Foundation Model Pretraining
    NeurIPS 2025 ·

    Hongyuan Dong

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12. AutoPeel: Adhesion-Aware Safe Peeling Trajectory Optimization for Robotic Wound Care
    ICRA 2025 · Xiao Liang
13. Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective
    ACL 2025 ·

    Yiyao Yu

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14. CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale
    ACM MM 2025 · Xiao Liang
15. GuiLoMo: Allocating Experts and Ranks for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors
    EMNLP 2025 ·

    Xinrong Chen

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16. Integrative Decoding: Improving Factuality via Implicit Self-consistency
    ICLR 2025 ·

    Yi Cheng

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17. MEDiC: Autonomous Surgical Robotic Assistance to Maximizing Exposure for Dissection and Cautery
    ICRA 2025 · Xiao Liang
18. PD-UniST: Prompt-Driven Universal Model for Unpaired H&E-to-IHC Stain Translation
    MICCAI 2025 ·

    Chujie Zhang

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19. Scalable Vision Language Model Training via High Quality Data Curation
    ACL 2025 ·

    Hongyuan Dong

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20. SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning
    NeurIPS 2025 · Xiao Liang
21. Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models
    ICCV 2025 · Xiao Liang
22. Achieving Autonomous Cloth Manipulation with Optimal Control via Differentiable Physics-Aware Regularization and Safety Constraints
    ICRA 2024 ·

    Yutong Zhang

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23. Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers
    ACL 2024 ·

    Jiawen Xie

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24. CoSTA: End-to-End Comprehensive Space-Time Entanglement for Spatio-Temporal Video Grounding
    AAAI 2024 ·

    Yaoyuan Liang

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25. Divide and Conquer: Isolating Normal-Abnormal Attributes in Knowledge Graph-Enhanced Radiology Report Generation
    ACM MM 2024 · Xiao Liang
26. JIGGLE: An Active Sensing Framework for Boundary Parameters Estimation in Deformable Surgical Environments
    RSS 2024 ·

    Nikhil Uday Shinde

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27. Leveraging Coarse-to-Fine Grained Representations in Contrastive Learning for Differential Medical Visual Question Answering
    MICCAI 2024 · Xiao Liang
28. Real-to-Sim Deformable Object Manipulation: Optimizing Physics Models with Residual Mappings for Robotic Surgery
    ICRA 2024 · Xiao Liang
29. Task Oriented In-Domain Data Augmentation
    EMNLP 2024 · Xiao Liang
30. Unleashing Region Understanding in Intermediate Layers for MLLM-based Referring Expression Generation
    NeurIPS 2024 ·

    Yaoyuan Liang

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