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

DBLP profile ↗ORCID 0000-0003-4959-8878 ↗Homepage ↗

Venues

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

Frequent coauthors

Ji Zhang
×29
Fei Huang
×28
Haiyang Xu
×21
Jiabo Ye
×9
Chenliang Li
×8
Peng Li
×8
Yang Liu
×8
Weizhou Shen
×7
Chaoya Jiang
×7
Wei Ye
×6
Shikun Zhang
×6
Anwen Hu
×6

Papers

  1. AgentOCR: Reimagining Agent History via Optical Self-Compression
    ACL 2026 ·
    Lang Feng
    ,
    Fuchao Yang
    ,
    Feng Chen
    ,
    Xin Cheng
    ,
    Haiyang Xu
    ,
    Zhenglin Wan
    , Ming Yan,
    Bo An
  2. Efficient and Effective In-context Demonstration Selection with Coreset
    AAAI 2026 ·
    Zihua Wang
    ,
    Jiarui Wang
    ,
    Haiyang Xu
    , Ming Yan,
    Fei Huang
    ,
    Xu Yang
    ,
    Xiu-Shen Wei
    ,
    Siya Mi
    ,
    Yu Zhang
  3. Experience-driven Multi-turn Reinforcement Learning for GUI Agents
    ACL 2026 ·
    Zhengxi Lu
    ,
    Jiabo Ye
    ,
    Fei Tang
    ,
    Yongliang Shen
    ,
    Haiyang Xu
    ,
    Ziwei Zheng
    ,
    Weiming Lu
    , Ming Yan,
    Fei Huang
    ,
    Jun Xiao
    ,
    Yueting Zhuang
  4. Incentivizing In-depth Reasoning over Long Contexts with Process Advantage Shaping
    ACL 2026 ·
    Miao Peng
    ,
    Weizhou Shen
    ,
    Nuo Chen
    ,
    Chenliang Li
    , Ming Yan,
    Jia Li
  5. MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding
    ACL 2026 ·
    Fuwen Luo
    ,
    Shengfeng Lou
    ,
    Chi Chen
    ,
    Ziyue Wang
    ,
    Chenliang Li
    ,
    Weizhou Shen
    ,
    Jiyue Guo
    ,
    Peng Li
    , Ming Yan,
    Ji Zhang
    ,
    Fei Huang
    ,
    Yang Liu
  6. ProFuser: Progressive Fusion of Large Language Models
    AAAI 2026 ·
    Tianyuan Shi
    ,
    Fanqi Wan
    ,
    Canbin Huang
    ,
    Xiaojun Quan
    ,
    Chenliang Li
    , Ming Yan,
    Ji Zhang
    ,
    Minhua Huang
    ,
    Wu Kai
  7. Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration
    ACL 2026 ·
    Zijun Liu
    ,
    Zhennan Wan
    ,
    Peng Li
    , Ming Yan,
    Fei Huang
    ,
    Yang Liu
  8. Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning
    ACL 2026 ·
    Xuanyu Lei
    ,
    Chenliang Li
    ,
    Yuning Wu
    ,
    Kaiming Liu
    ,
    Weizhou Shen
    ,
    Peng Li
    , Ming Yan,
    Fei Huang
    ,
    Ya-Qin Zhang
    ,
    Yang Liu
  9. A Training-free LLM-based Approach to General Chinese Character Error Correction
    ACL 2025 ·
    Houquan Zhou
    ,
    Bo Zhang
    ,
    Zhenghua Li
    , Ming Yan,
    Min Zhang
  10. AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization
    CVPR 2025 ·
    Yiyang Du
    ,
    Xiaochen Wang
    ,
    Chi Chen
    ,
    Jiabo Ye
    ,
    Yiru Wang
    ,
    Peng Li
    , Ming Yan,
    Ji Zhang
    ,
    Fei Huang
    ,
    Zhifang Sui
    ,
    Maosong Sun
    ,
    Yang Liu
  11. End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation
    EMNLP 2025 ·
    Zhiyuan Fan
    ,
    Longfei Yun
    , Ming Yan,
    Yumeng Wang
    ,
    Dadi Guo
    ,
    Brian Mak
    ,
    James T. Kwok
    ,
    Yi R. Fung
  12. Endowing Visual Reprogramming with Adversarial Robustness
    ICLR 2025 ·
    Shengjie Zhou
    ,
    Xin Cheng
    ,
    Haiyang Xu
    , Ming Yan,
    Tao Xiang
    ,
    Feng Liu
    ,
    Lei Feng
  13. Exploiting Presentative Feature Distributions for Parameter-Efficient Continual Learning of Large Language Models
    ICML 2025 ·
    Xin Cheng
    ,
    Jiabo Ye
    ,
    Haiyang Xu
    , Ming Yan,
    Ji Zhang
    ,
    Feng Liu
    ,
    Fei Huang
    ,
    Lei Feng
  14. Intelligent Document Parsing: Towards End-to-end Document Parsing via Decoupled Content Parsing and Layout Grounding
    EMNLP 2025 ·
    Hangdi Xing
    ,
    Feiyu Gao
    ,
    Qi Zheng
    ,
    Zhaoqing Zhu
    ,
    Zirui Shao
    , Ming Yan
  15. Is Cognition Consistent with Perception? Assessing and Mitigating Multimodal Knowledge Conflicts in Document Understanding
    EMNLP 2025 ·
    Zirui Shao
    ,
    Feiyu Gao
    ,
    Zhaoqing Zhu
    ,
    Chuwei Luo
    ,
    Hangdi Xing
    ,
    Zhi Yu
    ,
    Qi Zheng
    , Ming Yan,
    Jiajun Bu
  16. Look Before You Leap: A GUI-Critic-R1 Model for Pre-Operative Error Diagnosis in GUI Automation
    NeurIPS 2025 ·
    Yuyang Wanyan
    ,
    Xi Zhang
    ,
    Haiyang Xu
    ,
    Haowei Liu
    ,
    Junyang Wang
    ,
    Jiabo Ye
    ,
    Yutong Kou
    , Ming Yan,
    Fei Huang
    ,
    Xiaoshan Yang
    ,
    Weiming Dong
    ,
    Changsheng Xu
  17. Mutual-Taught for Co-adapting Policy and Reward Models
    ACL 2025 ·
    Tianyuan Shi
    ,
    Canbin Huang
    ,
    Fanqi Wan
    ,
    Longguang Zhong
    ,
    Ziyi Yang
    ,
    Weizhou Shen
    ,
    Xiaojun Quan
    , Ming Yan
  18. SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization
    CVPR 2025 ·
    Hongrui Jia
    ,
    Chaoya Jiang
    ,
    Haiyang Xu
    ,
    Wei Ye
    ,
    Mengfan Dong
    , Ming Yan,
    Ji Zhang
    ,
    Fei Huang
    ,
    Shikun Zhang
  19. Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning
    ICML 2025 ·
    Lang Feng
    ,
    Weihao Tan
    ,
    Zhiyi Lyu
    ,
    Longtao Zheng
    ,
    Haiyang Xu
    , Ming Yan,
    Fei Huang
    ,
    Bo An
  20. VLM-R³: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought
    NeurIPS 2025 ·
    Chaoya Jiang
    ,
    Yongrui Heng
    ,
    Wei Ye
    ,
    Haiyang Xu
    , Ming Yan,
    Ji Zhang
    ,
    Fei Huang
    ,
    Shikun Zhang
  21. WritingBench: A Comprehensive Benchmark for Generative Writing
    NeurIPS 2025 ·
    Yuning Wu
    ,
    Jiahao Mei
    , Ming Yan,
    Chenliang Li
    ,
    Shaopeng Lai
    ,
    Yuran Ren
    ,
    Zijia Wang
    ,
    Ji Zhang
    ,
    Mengyue Wu
    ,
    Qin Jin
    ,
    Fei Huang
  22. mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding
    ACL 2025 ·
    Anwen Hu
    ,
    Haiyang Xu
    ,
    Liang Zhang
    ,
    Jiabo Ye
    , Ming Yan,
    Ji Zhang
    ,
    Qin Jin
    ,
    Fei Huang
    ,
    Jingren Zhou
  23. mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models
    ICLR 2025 ·
    Jiabo Ye
    ,
    Haiyang Xu
    ,
    Haowei Liu
    ,
    Anwen Hu
    , Ming Yan,
    Qi Qian
    ,
    Ji Zhang
    ,
    Fei Huang
    ,
    Jingren Zhou
  24. Breaking Barriers of System Heterogeneity: Straggler-Tolerant Multimodal Federated Learning via Knowledge Distillation
    IJCAI 2024 ·
    Jinqian Chen
    ,
    Haoyu Tang
    ,
    Junhao Cheng
    , Ming Yan,
    Ji Zhang
    ,
    Mingzhu Xu
    ,
    Yupeng Hu
    ,
    Liqiang Nie
  25. Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion
    ACL 2024 ·
    Ziyue Wang
    ,
    Chi Chen
    ,
    Yiqi Zhu
    ,
    Fuwen Luo
    ,
    Peng Li
    , Ming Yan,
    Ji Zhang
    ,
    Fei Huang
    ,
    Maosong Sun
    ,
    Yang Liu
  26. Budget-Constrained Tool Learning with Planning
    ACL 2024 ·
    Yuanhang Zheng
    ,
    Peng Li
    , Ming Yan,
    Ji Zhang
    ,
    Fei Huang
    ,
    Yang Liu
  27. DiveSound: LLM-Assisted Automatic Taxonomy Construction for Diverse Audio Generation
    InterSpeech 2024 ·
    Baihan Li
    ,
    Zeyu Xie
    ,
    Xuenan Xu
    ,
    Yiwei Guo
    , Ming Yan,
    Ji Zhang
    ,
    Kai Yu
    ,
    Mengyue Wu
  28. Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models
    InterSpeech 2024 ·
    Xuenan Xu
    ,
    Pingyue Zhang
    , Ming Yan,
    Ji Zhang
    ,
    Mengyue Wu
  29. Hal-Eval: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models
    ACM MM 2024 ·
    Chaoya Jiang
    ,
    Hongrui Jia
    ,
    Mengfan Dong
    ,
    Wei Ye
    ,
    Haiyang Xu
    , Ming Yan,
    Ji Zhang
    ,
    Shikun Zhang
  30. Hallucination Augmented Contrastive Learning for Multimodal Large Language Model
    CVPR 2024 ·
    Chaoya Jiang
    ,
    Haiyang Xu
    ,
    Mengfan Dong
    ,
    Jiaxing Chen
    ,
    Wei Ye
    , Ming Yan,
    Qinghao Ye
    ,
    Ji Zhang
    ,
    Fei Huang
    ,
    Shikun Zhang
  31. MIBench: Evaluating Multimodal Large Language Models over Multiple Images
    EMNLP 2024 ·
    Haowei Liu
    ,
    Xi Zhang
    ,
    Haiyang Xu
    ,
    Yaya Shi
    ,
    Chaoya Jiang
    , Ming Yan,
    Ji Zhang
    ,
    Fei Huang
    ,
    Chunfeng Yuan
    ,
    Bing Li
    ,
    Weiming Hu
  32. MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model
    NeurIPS 2024 ·
    Chaoya Jiang
    ,
    Hongrui Jia
    ,
    Haiyang Xu
    ,
    Wei Ye
    ,
    Mengfan Dong
    , Ming Yan,
    Ji Zhang
    ,
    Fei Huang
    ,
    Shikun Zhang
  33. Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration
    NeurIPS 2024 ·
    Junyang Wang
    ,
    Haiyang Xu
    ,
    Haitao Jia
    ,
    Xi Zhang
    , Ming Yan,
    Weizhou Shen
    ,
    Ji Zhang
    ,
    Fei Huang
    ,
    Jitao Sang
  34. Model Composition for Multimodal Large Language Models
    ACL 2024 ·
    Chi Chen
    ,
    Yiyang Du
    ,
    Zheng Fang
    ,
    Ziyue Wang
    ,
    Fuwen Luo
    ,
    Peng Li
    , Ming Yan,
    Ji Zhang
    ,
    Fei Huang
    ,
    Maosong Sun
    ,
    Yang Liu
  35. PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs
    ACL 2024 ·
    An Liu
    ,
    Zonghan Yang
    ,
    Zhenhe Zhang
    ,
    Qingyuan Hu
    ,
    Peng Li
    , Ming Yan,
    Ji Zhang
    ,
    Fei Huang
    ,
    Yang Liu
  36. Revisiting Unsupervised Temporal Action Localization: The Primacy of High-Quality Actionness and Pseudolabels
    ACM MM 2024 ·
    Han Jiang
    ,
    Haoyu Tang
    , Ming Yan,
    Ji Zhang
    ,
    Mingzhu Xu
    ,
    Yupeng Hu
    ,
    Jihua Zhu
    ,
    Liqiang Nie
  37. Small LLMs Are Weak Tool Learners: A Multi-LLM Agent
    EMNLP 2024 ·
    Weizhou Shen
    ,
    Chenliang Li
    ,
    Hongzhan Chen
    , Ming Yan,
    Xiaojun Quan
    ,
    Hehong Chen
    ,
    Ji Zhang
    ,
    Fei Huang
  38. SocialBench: Sociality Evaluation of Role-Playing Conversational Agents
    ACL 2024 ·
    Hongzhan Chen
    ,
    Hehong Chen
    , Ming Yan,
    Wenshen Xu
    ,
    Gao Xing
    ,
    Weizhou Shen
    ,
    Xiaojun Quan
    ,
    Chenliang Li
    ,
    Ji Zhang
    ,
    Fei Huang
  39. TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training
    AAAI 2024 ·
    Chaoya Jiang
    ,
    Wei Ye
    ,
    Haiyang Xu
    ,
    Qinghao Ye
    , Ming Yan,
    Ji Zhang
    ,
    Shikun Zhang
  40. TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging
    EMNLP 2024 ·
    Liang Zhang
    ,
    Anwen Hu
    ,
    Haiyang Xu
    , Ming Yan,
    Yichen Xu
    ,
    Qin Jin
    ,
    Ji Zhang
    ,
    Fei Huang
  41. mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding
    EMNLP 2024 ·
    Anwen Hu
    ,
    Haiyang Xu
    ,
    Jiabo Ye
    , Ming Yan,
    Liang Zhang
    ,
    Bo Zhang
    ,
    Ji Zhang
    ,
    Qin Jin
    ,
    Fei Huang
    ,
    Jingren Zhou
  42. mPLUG-OwI2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration
    CVPR 2024 ·
    Qinghao Ye
    ,
    Haiyang Xu
    ,
    Jiabo Ye
    , Ming Yan,
    Anwen Hu
    ,
    Haowei Liu
    ,
    Qi Qian
    ,
    Ji Zhang
    ,
    Fei Huang
  43. mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model
    ACM MM 2024 ·
    Anwen Hu
    ,
    Yaya Shi
    ,
    Haiyang Xu
    ,
    Jiabo Ye
    ,
    Qinghao Ye
    , Ming Yan,
    Chenliang Li
    ,
    Qi Qian
    ,
    Ji Zhang
    ,
    Fei Huang