PPaperPicks

Ji Zhang

Alibaba Group, DAMO Academy, Hangzhou, China

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

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Venues

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

Frequent coauthors

Chaoya Jiang
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Anwen Hu
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Yuhan Liu
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Fuwen Luo
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Tianyuan Shi
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Zhaoqing Zhu
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Yiyang Du
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Ziheng Qiao
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Xin Cheng
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Hongrui Jia
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Yuning Wu
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Jiabo Ye
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Papers

  1. MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding
    ACL 2026 ·
    Fuwen Luo
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  2. ProFuser: Progressive Fusion of Large Language Models
    AAAI 2026 ·
    Tianyuan Shi
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  3. A Simple yet Effective Layout Token in Large Language Models for Document Understanding
    CVPR 2025 ·
    Zhaoqing Zhu
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  4. AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization
    CVPR 2025 ·
    Yiyang Du
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  5. DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check
    ACL 2025 ·
    Ziheng Qiao
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  6. Exploiting Presentative Feature Distributions for Parameter-Efficient Continual Learning of Large Language Models
    ICML 2025 ·
    Xin Cheng
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  7. SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization
    CVPR 2025 ·
    Hongrui Jia
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  8. VLM-R³: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought
    NeurIPS 2025 ·
    Chaoya Jiang
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  9. WritingBench: A Comprehensive Benchmark for Generative Writing
    NeurIPS 2025 ·
    Yuning Wu
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  10. mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding
    ACL 2025 ·
    Anwen Hu
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  11. mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models
    ICLR 2025 ·
    Jiabo Ye
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  12. A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models
    EMNLP 2024 ·
    Houquan Zhou
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  13. Breaking Barriers of System Heterogeneity: Straggler-Tolerant Multimodal Federated Learning via Knowledge Distillation
    IJCAI 2024 ·
    Jinqian Chen
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  14. Bridging the Space Gap: Unifying Geometry Knowledge Graph Embedding with Optimal Transport
    WWW 2024 ·
    Yuhan Liu
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  15. Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion
    ACL 2024 ·
    Ziyue Wang
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  16. Budget-Constrained Tool Learning with Planning
    ACL 2024 ·
    Yuanhang Zheng
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  17. CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment
    ACL 2024 ·
    Jixiang Hong
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  18. DiveSound: LLM-Assisted Automatic Taxonomy Construction for Diverse Audio Generation
    InterSpeech 2024 ·
    Baihan Li
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  19. Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models
    InterSpeech 2024 ·
    Xuenan Xu
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  20. From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News
    IJCAI 2024 ·
    Yuhan Liu
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  21. Hal-Eval: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models
    ACM MM 2024 ·
    Chaoya Jiang
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  22. Hallucination Augmented Contrastive Learning for Multimodal Large Language Model
    CVPR 2024 ·
    Chaoya Jiang
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  23. MIBench: Evaluating Multimodal Large Language Models over Multiple Images
    EMNLP 2024 ·
    Haowei Liu
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  24. MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model
    NeurIPS 2024 ·
    Chaoya Jiang
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  25. Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration
    NeurIPS 2024 ·
    Junyang Wang
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  26. Model Composition for Multimodal Large Language Models
    ACL 2024 ·
    Chi Chen
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  27. PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs
    ACL 2024 ·
    An Liu
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  28. Revisiting Unsupervised Temporal Action Localization: The Primacy of High-Quality Actionness and Pseudolabels
    ACM MM 2024 ·
    Han Jiang
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  29. Small LLMs Are Weak Tool Learners: A Multi-LLM Agent
    EMNLP 2024 ·
    Weizhou Shen
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  30. SocialBench: Sociality Evaluation of Role-Playing Conversational Agents
    ACL 2024 ·
    Hongzhan Chen
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  31. TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training
    AAAI 2024 ·
    Chaoya Jiang
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  32. TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging
    EMNLP 2024 ·
    Liang Zhang
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  33. Towards Better Utilization of Multi-Reference Training Data for Chinese Grammatical Error Correction
    ACL 2024 ·
    Yumeng Liu
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  34. mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding
    EMNLP 2024 ·
    Anwen Hu
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  35. mPLUG-OwI2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration
    CVPR 2024 ·
    Qinghao Ye
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  36. mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model
    ACM MM 2024 ·
    Anwen Hu
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