PPaperPicks

Ji Zhang

Alibaba Group, DAMO Academy, Hangzhou, China

36 papers at tracked venues · 27 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3835-7975 ↗Homepage ↗

Venues

ACL ×10CVPR ×5EMNLP ×5NeurIPS ×4ACM MM ×3AAAI ×2IJCAI ×2InterSpeech ×2ICLR ×1ICML ×1WWW ×1

Frequent coauthors

Ming Yan
×29
Fei Huang
×24
Haiyang Xu
×15
Jiabo Ye
×7
Chaoya Jiang
×7
Chenliang Li
×6
Peng Li
×6
Yang Liu
×6
Wei Ye
×6
Shikun Zhang
×6
Anwen Hu
×6
Chi Chen
×4

Papers

  1. 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
  2. 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
  3. A Simple yet Effective Layout Token in Large Language Models for Document Understanding
    CVPR 2025 ·
    Zhaoqing Zhu
    ,
    Chuwei Luo
    ,
    Zirui Shao
    ,
    Feiyu Gao
    ,
    Hangdi Xing
    ,
    Qi Zheng
    , Ji Zhang
  4. 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
  5. DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check
    ACL 2025 ·
    Ziheng Qiao
    ,
    Houquan Zhou
    ,
    Yumeng Liu
    ,
    Zhenghua Li
    ,
    Min Zhang
    ,
    Bo Zhang
    ,
    Chen Li
    , Ji Zhang,
    Fei Huang
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models
    EMNLP 2024 ·
    Houquan Zhou
    ,
    Zhenghua Li
    ,
    Bo Zhang
    ,
    Chen Li
    ,
    Shaopeng Lai
    , Ji Zhang,
    Fei Huang
    ,
    Min Zhang
  13. 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
  14. Bridging the Space Gap: Unifying Geometry Knowledge Graph Embedding with Optimal Transport
    WWW 2024 ·
    Yuhan Liu
    ,
    Zelin Cao
    ,
    Xing Gao
    , Ji Zhang,
    Rui Yan
  15. 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
  16. Budget-Constrained Tool Learning with Planning
    ACL 2024 ·
    Yuanhang Zheng
    ,
    Peng Li
    ,
    Ming Yan
    , Ji Zhang,
    Fei Huang
    ,
    Yang Liu
  17. CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment
    ACL 2024 ·
    Jixiang Hong
    ,
    Quan Tu
    ,
    Changyu Chen
    ,
    Gao Xing
    , Ji Zhang,
    Rui Yan
  18. 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
  19. 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
  20. From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News
    IJCAI 2024 ·
    Yuhan Liu
    ,
    Xiuying Chen
    ,
    Xiaoqing Zhang
    ,
    Xing Gao
    , Ji Zhang,
    Rui Yan
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. 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
  31. 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
  32. 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
  33. Towards Better Utilization of Multi-Reference Training Data for Chinese Grammatical Error Correction
    ACL 2024 ·
    Yumeng Liu
    ,
    Zhenghua Li
    ,
    Haochen Jiang
    ,
    Bo Zhang
    ,
    Chen Li
    , Ji Zhang
  34. 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
  35. 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
  36. 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