PPaperPicks

Ming Yan

Alibaba Group, DAMO Academy, Institute of Intelligent Computing, Hangzhou, China

43 papers at tracked venues · 33 at CORE A* · active 2024–2026

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Venues

ACL ×14EMNLP ×7NeurIPS ×5CVPR ×4AAAI ×3ACM MM ×3ICLR ×2ICML ×2InterSpeech ×2IJCAI ×1

Frequent coauthors

Chaoya Jiang
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Anwen Hu
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Lang Feng
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Tianyuan Shi
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Zihua Wang
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Zhengxi Lu
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Miao Peng
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Fuwen Luo
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Zijun Liu
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Xuanyu Lei
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Houquan Zhou
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Yiyang Du
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Papers

  1. AgentOCR: Reimagining Agent History via Optical Self-Compression
    ACL 2026 ·
    Lang Feng
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  2. Efficient and Effective In-context Demonstration Selection with Coreset
    AAAI 2026 ·
    Zihua Wang
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  3. Experience-driven Multi-turn Reinforcement Learning for GUI Agents
    ACL 2026 ·
    Zhengxi Lu
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  4. Incentivizing In-depth Reasoning over Long Contexts with Process Advantage Shaping
    ACL 2026 ·
    Miao Peng
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  5. MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding
    ACL 2026 ·
    Fuwen Luo
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  6. ProFuser: Progressive Fusion of Large Language Models
    AAAI 2026 ·
    Tianyuan Shi
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  7. Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration
    ACL 2026 ·
    Zijun Liu
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  8. Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning
    ACL 2026 ·
    Xuanyu Lei
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  9. A Training-free LLM-based Approach to General Chinese Character Error Correction
    ACL 2025 ·
    Houquan Zhou
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  10. AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization
    CVPR 2025 ·
    Yiyang Du
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  11. End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation
    EMNLP 2025 ·
    Zhiyuan Fan
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  12. Endowing Visual Reprogramming with Adversarial Robustness
    ICLR 2025 ·
    Shengjie Zhou
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  13. Exploiting Presentative Feature Distributions for Parameter-Efficient Continual Learning of Large Language Models
    ICML 2025 ·
    Xin Cheng
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  14. Intelligent Document Parsing: Towards End-to-end Document Parsing via Decoupled Content Parsing and Layout Grounding
    EMNLP 2025 ·
    Hangdi Xing
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  15. Is Cognition Consistent with Perception? Assessing and Mitigating Multimodal Knowledge Conflicts in Document Understanding
    EMNLP 2025 ·
    Zirui Shao
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  16. Look Before You Leap: A GUI-Critic-R1 Model for Pre-Operative Error Diagnosis in GUI Automation
    NeurIPS 2025 ·
    Yuyang Wanyan
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  17. Mutual-Taught for Co-adapting Policy and Reward Models
    ACL 2025 ·
    Tianyuan Shi
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  18. SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization
    CVPR 2025 ·
    Hongrui Jia
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  19. Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning
    ICML 2025 ·
    Lang Feng
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  20. VLM-R³: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought
    NeurIPS 2025 ·
    Chaoya Jiang
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  21. WritingBench: A Comprehensive Benchmark for Generative Writing
    NeurIPS 2025 ·
    Yuning Wu
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  22. mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding
    ACL 2025 ·
    Anwen Hu
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  23. mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models
    ICLR 2025 ·
    Jiabo Ye
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  24. Breaking Barriers of System Heterogeneity: Straggler-Tolerant Multimodal Federated Learning via Knowledge Distillation
    IJCAI 2024 ·
    Jinqian Chen
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  25. Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion
    ACL 2024 ·
    Ziyue Wang
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  26. Budget-Constrained Tool Learning with Planning
    ACL 2024 ·
    Yuanhang Zheng
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  27. DiveSound: LLM-Assisted Automatic Taxonomy Construction for Diverse Audio Generation
    InterSpeech 2024 ·
    Baihan Li
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  28. Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models
    InterSpeech 2024 ·
    Xuenan Xu
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  29. Hal-Eval: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models
    ACM MM 2024 ·
    Chaoya Jiang
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  30. Hallucination Augmented Contrastive Learning for Multimodal Large Language Model
    CVPR 2024 ·
    Chaoya Jiang
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  31. MIBench: Evaluating Multimodal Large Language Models over Multiple Images
    EMNLP 2024 ·
    Haowei Liu
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  32. MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model
    NeurIPS 2024 ·
    Chaoya Jiang
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  33. Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration
    NeurIPS 2024 ·
    Junyang Wang
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  34. Model Composition for Multimodal Large Language Models
    ACL 2024 ·
    Chi Chen
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  35. PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs
    ACL 2024 ·
    An Liu
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  36. Revisiting Unsupervised Temporal Action Localization: The Primacy of High-Quality Actionness and Pseudolabels
    ACM MM 2024 ·
    Han Jiang
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  37. Small LLMs Are Weak Tool Learners: A Multi-LLM Agent
    EMNLP 2024 ·
    Weizhou Shen
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  38. SocialBench: Sociality Evaluation of Role-Playing Conversational Agents
    ACL 2024 ·
    Hongzhan Chen
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  39. TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training
    AAAI 2024 ·
    Chaoya Jiang
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  40. TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging
    EMNLP 2024 ·
    Liang Zhang
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  41. mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding
    EMNLP 2024 ·
    Anwen Hu
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  42. mPLUG-OwI2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration
    CVPR 2024 ·
    Qinghao Ye
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  43. mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model
    ACM MM 2024 ·
    Anwen Hu
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