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Huaxiu Yao

52 papers at tracked venues · 40 at CORE A* · active 2024–2026

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Venues

ACL ×9ICLR ×9ICML ×8NeurIPS ×8EMNLP ×5AAAI ×3NAACL ×3SIGKDD ×2CVPR ×1ECCV ×1ICDM ×1ICRA ×1MICCAI ×1

Frequent coauthors

Yiyang Zhou
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Peng Xia
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Zhaoyang Wang
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Zhaorun Chen
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Xiyao Wang
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Zhen-Yu Zhang
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Canyu Chen
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Jianwen Chen
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Yibo Zhong
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Yibo Peng
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Taneesh Gupta
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Weiliang Tang
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Papers

  1. Can Editing LLMs Inject Harm?
    AAAI 2026 ·
    Canyu Chen
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  2. MedVerse: Efficient and Reliable Medical Reasoning via DAG-Structured Parallel Execution
    ACL 2026 ·
    Jianwen Chen
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  3. PEANuT: Parameter-Efficient Adaptation with Weight-aware Neural Tweakers
    SIGKDD 2026 ·
    Yibo Zhong
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  4. SimpleOCR: Rendering Visual Questions to Teach MLLMs to Read
    ACL 2026 ·
    Yibo Peng
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  5. SynthAgent: Adapting Web Agents with Synthetic Supervision
    ACL 2026 ·
    Zhaoyang Wang
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  6. Anyprefer: An Agentic Framework for Preference Data Synthesis
    ICLR 2025 ·
    Yiyang Zhou
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  7. CARMO: Dynamic Criteria Generation for Context Aware Reward Modelling
    ACL 2025 ·
    Taneesh Gupta
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  8. CREAM: Consistency Regularized Self-Rewarding Language Models
    ICLR 2025 ·
    Zhaoyang Wang
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  9. Embodiment-agnostic Action Planning via Object-Part Scene Flow
    ICRA 2025 ·
    Weiliang Tang
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  10. Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement
    NAACL 2025 ·
    Xiyao Wang
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  11. FactTest: Factuality Testing in Large Language Models with Finite-Sample and Distribution-Free Guarantees
    ICML 2025 ·
    Fan Nie
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  12. Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment
    ICLR 2025 ·
    Chenhang Cui
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  13. GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them?
    EMNLP 2025 ·
    Yiyang Zhou
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  14. Grounded Chest X-Ray Reasoning: Leveraging Visual Tools to Improve Medical Multimodal LLMs
    ICDM 2025 ·
    Duan D. Wang
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  15. Improving Alignment in LVLMs with Debiased Self-Judgment
    EMNLP 2025 ·
    Sihan Yang
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  16. LIFTED: Multimodal Clinical Trial Outcome Prediction via Large Language Models and Mixture-of-Experts
    EMNLP 2025 ·
    Wenhao Zheng
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  17. MEIT: Multimodal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation
    ACL 2025 ·
    Zhongwei Wan
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  18. MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?
    NeurIPS 2025 ·
    Zhaorun Chen
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  19. MJ-Video: Benchmarking and Rewarding Video Generation with Fine-Grained Video Preference
    NeurIPS 2025 ·
    Haibo Tong
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  20. MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
    ICLR 2025 ·
    Peng Xia
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  21. MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models
    ICLR 2025 ·
    Peng Xia
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  22. MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization
    ICML 2025 ·
    Kangyu Zhu
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  23. Physics-Guided Fair Graph Sampling for Water Temperature Prediction in River Networks
    AAAI 2025 ·
    Erhu He
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  24. Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization
    EMNLP 2025 ·
    Shuo Xing
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  25. ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding
    NeurIPS 2025 ·
    Yiyang Zhou
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  26. SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation
    ICLR 2025 ·
    Jaehong Yoon
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  27. Synergistic Weak-Strong Collaboration by Aligning Preferences
    ACL 2025 ·
    Yizhu Jiao
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  28. Token Level Routing Inference System for Edge Devices
    ACL 2025 ·
    Jianshu She
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  29. Uncertainty Propagation on LLM Agent
    ACL 2025 ·
    Qiwei Zhao
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  30. Verifiable Format Control for Large Language Model Generations
    NAACL 2025 ·
    Zhaoyang Wang
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  31. WOMD-Reasoning: A Large-Scale Dataset for Interaction Reasoning in Driving
    ICML 2025 ·
    Yiheng Li
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  32. Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
    ICLR 2024 ·
    Yiyang Zhou
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  33. AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition
    NAACL 2024 ·
    Zhaorun Chen
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  34. CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
    NeurIPS 2024 ·
    Peng Xia
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  35. CAT: Interpretable Concept-based Taylor Additive Models
    SIGKDD 2024 ·
    Viet Duong
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  36. Calibrated Self-Rewarding Vision Language Models
    NeurIPS 2024 ·
    Yiyang Zhou
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  37. Conformal Prediction for Deep Classifier via Label Ranking
    ICML 2024 ·
    Jianguo Huang
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  38. Fine-Tuning Language Models for Factuality
    ICLR 2024 ·
    Katherine Tian
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  39. Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations
    MICCAI 2024 ·
    Peng Xia
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  40. Generating Chain-of-Thoughts with a Pairwise-Comparison Approach to Searching for the Most Promising Intermediate Thought
    ICML 2024 ·
    Zhen-Yu Zhang
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  41. HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding
    ICML 2024 ·
    Zhaorun Chen
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  42. How Many Are in This Image A Safety Evaluation Benchmark for Vision LLMs
    ECCV 2024 ·
    Haoqin Tu
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  43. Improving Domain Generalization with Domain Relations
    ICLR 2024 · Huaxiu Yao
  44. Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences
    ACL 2024 ·
    Xiyao Wang
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  45. Multimodal Representation Learning by Alternating Unimodal Adaptation
    CVPR 2024 ·
    Xiaohui Zhang
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  46. One Meta-tuned Transformer is What You Need for Few-shot Learning
    ICML 2024 ·
    Xu Yang
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  47. Position: TrustLLM: Trustworthiness in Large Language Models
    ICML 2024 ·
    Yue Huang
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  48. RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models
    EMNLP 2024 ·
    Peng Xia
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  49. S2FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity
    NeurIPS 2024 ·
    Xinyu Yang
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  50. Test-time Adaptation in Non-stationary Environments via Adaptive Representation Alignment
    NeurIPS 2024 ·
    Zhen-Yu Zhang
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  51. Towards Reliable Learning in the Wild: Generalization and Adaptation
    AAAI 2024 · Huaxiu Yao
  52. VHELM: A Holistic Evaluation of Vision Language Models
    NeurIPS 2024 ·
    Tony Lee
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