Ming Yan

AgentOCR: Reimagining Agent History via Optical Self-Compression ACL 2026 ProFuser: Progressive Fusion of Large Language Models AAAI 2026 Learning Beyond Domains: Misleading Prompts and Pseudo-Label Contrast for Text Domain Generalization AAAI 2026 Experience-driven Multi-turn Reinforcement Learning for GUI Agents ACL 2026 MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding ACL 2026 Efficient and Effective In-context Demonstration Selection with Coreset AAAI 2026 Poisoned Distillation: Injecting Backdoors into Distilled Datasets Without Raw Data Access AAAI 2026 Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration ACL 2026 Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning ACL 2026 Intelligent Document Parsing: Towards End-to-end Document Parsing via Decoupled Content Parsing and Layout Grounding EMNLP 2025 RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise AAAI 2025 SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization CVPR 2025 ClimbingCap: Multi-Modal Dataset and Method for Rock Climbing in World Coordinate CVPR 2025 End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation EMNLP 2025 Is Cognition Consistent with Perception? Assessing and Mitigating Multimodal Knowledge Conflicts in Document Understanding EMNLP 2025 Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning ICML 2025 Exploiting Presentative Feature Distributions for Parameter-Efficient Continual Learning of Large Language Models ICML 2025 mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models ICLR 2025 mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding ACL 2025 A Training-free LLM-based Approach to General Chinese Character Error Correction ACL 2025 Mutual-Taught for Co-adapting Policy and Reward Models ACL 2025 Customizing In-context Learning for Dynamic Interest Adaption in LLM-based Recommendation ACL 2025 Endowing Visual Reprogramming with Adversarial Robustness ICLR 2025 AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization CVPR 2025 Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion ACL 2024 Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration NIPS 2024 MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model NIPS 2024 TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training AAAI 2024 DiDA: Disambiguated Domain Alignment for Cross-Domain Retrieval with Partial Labels AAAI 2024 Text-like Encoding of Collaborative Information in Large Language Models for Recommendation ACL 2024 Model Composition for Multimodal Large Language Models ACL 2024 SocialBench: Sociality Evaluation of Role-Playing Conversational Agents ACL 2024 Budget-Constrained Tool Learning with Planning ACL 2024 PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs ACL 2024 FTP: A Human Pose Estimation Method Integrating Temporal and Fine-Grained Feature Fusion ACML 2024 Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training COLING 2024 Unifying Latent and Lexicon Representations for Effective Video-Text Retrieval COLING 2024 mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration CVPR 2024 RELI11D: A Comprehensive Multimodal Human Motion Dataset and Method CVPR 2024 Hallucination Augmented Contrastive Learning for Multimodal Large Language Model CVPR 2024 TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging EMNLP 2024 Shortcuts Arising from Contrast: Towards Effective and Lightweight Clean-Label Attacks in Prompt-Based Learning EMNLP 2024 Small LLMs Are Weak Tool Learners: A Multi-LLM Agent EMNLP 2024 MIBench: Evaluating Multimodal Large Language Models over Multiple Images EMNLP 2024 mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding EMNLP 2024 Breaking Barriers of System Heterogeneity: Straggler-Tolerant Multimodal Federated Learning via Knowledge Distillation IJCAI 2024 DiveSound: LLM-Assisted Automatic Taxonomy Construction for Diverse Audio Generation INTERSPEECH 2024 Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models INTERSPEECH 2024 UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model EMNLP 2023 HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training ICCV 2023 Improved Visual Fine-tuning with Natural Language Supervision ICCV 2023 Learning Trajectory-Word Alignments for Video-Language Tasks ICCV 2023 BUS: Efficient and Effective Vision-Language Pre-Training with Bottom-Up Patch Summarization. ICCV 2023 CIMI4D: A Large Multimodal Climbing Motion Dataset Under Human-Scene Interactions CVPR 2023 MCC-KD: Multi-CoT Consistent Knowledge Distillation EMNLP 2023 Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval AAAI 2023 ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models EMNLP 2023 mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video ICML 2023 From Association to Generation: Text-only Captioning by Unsupervised Cross-modal Mapping IJCAI 2023 Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering ACL 2023 mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022 TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022 DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning IJCAI 2022 Eye-tracking based classification of Mandarin Chinese readers with and without dyslexia using neural sequence models EMNLP 2022 FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction NIPS 2022 Communication-Efficient Topologies for Decentralized Learning with $O(1)$ Consensus Rate NIPS 2022 Shifting More Attention to Visual Backbone: Query-Modulated Refinement Networks for End-to-End Visual Grounding CVPR 2022 Prompt-based Re-ranking Language Model for ASR INTERSPEECH 2022 WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types ACL 2022 ErrorCompensatedX: error compensation for variance reduced algorithms NIPS 2021 A Unified Pretraining Framework for Passage Ranking and Expansion AAAI 2021 Linear Convergent Decentralized Optimization with Compression ICLR 2021 MinD at SemEval-2021 Task 6: Propaganda Detection using Transfer Learning and Multimodal Fusion ACL 2021 Addressing Semantic Drift in Generative Question Answering with Auxiliary Extraction ACL 2021 Elastic Graph Neural Networks ICML 2021 StructuralLM: Structural Pre-training for Form Understanding ACL 2021 E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning ACL 2021 E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning IJCNLP 2021 StructuralLM: Structural Pre-training for Form Understanding IJCNLP 2021 Addressing Semantic Drift in Generative Question Answering with Auxiliary Extraction IJCNLP 2021 MinD at SemEval-2021 Task 6: Propaganda Detection using Transfer Learning and Multimodal Fusion IJCNLP 2021 MinD at SemEval-2021 Task 6: Propaganda Detection using Transfer Learning and Multimodal Fusion SEMEVAL 2021 A Double Residual Compression Algorithm for Efficient Distributed Learning AISTATS 2020 Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering ACL 2020 PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation EMNLP 2020 StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding ICLR 2020 Generating Well-Formed Answers by Machine Reading with Stochastic Selector Networks AAAI 2020 Incorporating External Knowledge into Machine Reading for Generative Question Answering IJCNLP 2019 Manifold denoising by Nonlinear Robust Principal Component Analysis NIPS 2019 Incorporating External Knowledge into Machine Reading for Generative Question Answering EMNLP 2019 A Deep Cascade Model for Multi-Document Reading Comprehension AAAI 2019 Multi-Granularity Hierarchical Attention Fusion Networks for Reading Comprehension and Question Answering ACL 2018 $D^2$: Decentralized Training over Decentralized Data ICML 2018