← Authors

Ming Yan

88 papers · 2018–2026 · 15 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (15) 🌈 Renaissance Researcher (11) 🐝 Cross-Pollinator (14) πŸƒ Academic Marathon (7) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (16) 🧭 Keyword Pioneer 🀝 Dynamic Duo (34) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (32) 🧬 Topic Evolution πŸ† Keyword Champion (2) ⚑ Prolific Year (13) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (356) πŸ“ˆ Trend Setter πŸ’Ž Century Club (84) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (8)

Conferences

ACL (18) EMNLP (16) AAAI (11) CVPR (8) NIPS (6) ICML (5) IJCNLP (5) ICCV (4) ICLR (4) IJCAI (3) INTERSPEECH (3) COLING (2) ACML (1) AISTATS (1) SEMEVAL (1)

Top co-authors

Fei Huang (35) Ji Zhang (35) Haiyang Xu (27) Chenliang Li (26) Bin Bi (17) Wei Wang (14) Songfang Huang (13) Qinghao Ye (10) Jiabo Ye (10) Chaoya Jiang (7)

Keywords

multimodal learning (15) large language model (14) multimodal large language model (10) contrastive learning (8) knowledge distillation (7) transfer learning (7) generative question answering (6) pre-trained language model (5) visual question answering (5) domain adaptation (5) question answering (4) machine reading comprehension (4) document understanding (4) text classification (4) in-context learning (4) image captioning (4) vision-language pre-training (4) motion capture (3) zero-shot learning (3) human pose estimation (3)

Papers

ProFuser: Progressive Fusion of Large Language Models AAAI 2026
Poisoned Distillation: Injecting Backdoors into Distilled Datasets Without Raw Data Access AAAI 2026
Learning Beyond Domains: Misleading Prompts and Pseudo-Label Contrast for Text Domain Generalization AAAI 2026
Efficient and Effective In-context Demonstration Selection with Coreset AAAI 2026
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
RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise AAAI 2025
Endowing Visual Reprogramming with Adversarial Robustness ICLR 2025
Intelligent Document Parsing: Towards End-to-end Document Parsing via Decoupled Content Parsing and Layout Grounding EMNLP 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
AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization CVPR 2025
ClimbingCap: Multi-Modal Dataset and Method for Rock Climbing in World Coordinate CVPR 2025
SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization CVPR 2025
Customizing In-context Learning for Dynamic Interest Adaption in LLM-based Recommendation ACL 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
Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training COLING 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
Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion 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
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
ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models EMNLP 2023
UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model EMNLP 2023
mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video ICML 2023
MCC-KD: Multi-CoT Consistent Knowledge Distillation EMNLP 2023
CIMI4D: A Large Multimodal Climbing Motion Dataset Under Human-Scene Interactions CVPR 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
Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering ACL 2023
Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval AAAI 2023
From Association to Generation: Text-only Captioning by Unsupervised Cross-modal Mapping IJCAI 2023
FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction NIPS 2022
WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types ACL 2022
TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022
Shifting More Attention to Visual Backbone: Query-Modulated Refinement Networks for End-to-End Visual Grounding CVPR 2022
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022
Eye-tracking based classification of Mandarin Chinese readers with and without dyslexia using neural sequence models EMNLP 2022
DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning IJCAI 2022
Prompt-based Re-ranking Language Model for ASR INTERSPEECH 2022
Communication-Efficient Topologies for Decentralized Learning with $O(1)$ Consensus Rate NIPS 2022
Addressing Semantic Drift in Generative Question Answering with Auxiliary Extraction ACL 2021
ErrorCompensatedX: error compensation for variance reduced algorithms NIPS 2021
MinD at SemEval-2021 Task 6: Propaganda Detection using Transfer Learning and Multimodal Fusion SEMEVAL 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
Linear Convergent Decentralized Optimization with Compression ICLR 2021
Elastic Graph Neural Networks ICML 2021
A Unified Pretraining Framework for Passage Ranking and Expansion AAAI 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 ACL 2021
Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering ACL 2020
Generating Well-Formed Answers by Machine Reading with Stochastic Selector Networks AAAI 2020
A Double Residual Compression Algorithm for Efficient Distributed Learning AISTATS 2020
StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding ICLR 2020
PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation EMNLP 2020
Incorporating External Knowledge into Machine Reading for Generative Question Answering IJCNLP 2019
Manifold denoising by Nonlinear Robust Principal Component Analysis NIPS 2019
A Deep Cascade Model for Multi-Document Reading Comprehension AAAI 2019
Incorporating External Knowledge into Machine Reading for Generative Question Answering EMNLP 2019
Multi-Granularity Hierarchical Attention Fusion Networks for Reading Comprehension and Question Answering ACL 2018
$D^2$: Decentralized Training over Decentralized Data ICML 2018