| Qwen2. 5-vl technical report S Bai, K Chen, X Liu, J Wang, W Ge, S Song, K Dang, P Wang, S Wang, ... arXiv preprint arXiv:2502.13923, 2025 | 3678 | 2025 |
| mPLUG-Owl: Modularization empowers large language models with multimodality Q Ye, H Xu, G Xu, J Ye, M Yan, Y Zhou, J Wang, A Hu, P Shi, Y Shi, C Li, ... arXiv preprint arXiv:2304.14178, 2023 | 1289 | 2023 |
| mPLUG-Owl2: Revolutionizing multi-modal large language model with modality collaboration Q Ye, H Xu, J Ye, M Yan, H Liu, Q Qian, J Zhang, F Huang, J Zhou CVPR2024 Highlight, 2023 | 688 | 2023 |
| mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections LS Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo ... EMNLP2022 1 (2), 2022 | 286* | 2022 |
| mPLUG-Owl3: Towards long image-sequence understanding in multi-modal large language models J Ye, H Xu, H Liu, A Hu, M Yan, Q Qian, J Zhang, F Huang, J Zhou ICLR2025, 2024 | 276 | 2024 |
| mPLUG-2: A modularized multi-modal foundation model across text, image and video H Xu, Q Ye, M Yan, Y Shi, J Ye, Y Xu, C Li ICML2023, 23-29, 2023 | 276* | 2023 |
| UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model J Ye, A Hu, H Xu, Q Ye, M Yan, G Xu, C Li, J Tian, Q Qian, J Zhang, Q Jin, ... EMNLP2023, 2023 | 230 | 2023 |
| Mobile-Agent: Autonomous multi-modal mobile device agent with visual perception J Wang, H Xu, J Ye, M Yan, W Shen, J Zhang, F Huang, J Sang ICLR2024 Workshop on Large Language Model (LLM) Agents, 2024 | 224 | 2024 |
| mPLUG-DocOwl 1.5: Unified structure learning for ocr-free document understanding A Hu, H Xu, J Ye, M Yan, L Zhang, B Zhang, C Li, J Zhang, Q Jin, F Huang, ... EMNLP2024, 2024 | 223 | 2024 |
| Learning alignment for multimodal emotion recognition from speech H Xu, H Zhang, K Han, Y Wang, Y Peng, X Li InterSpeech2019, 2019 | 215 | 2019 |
| Hallucination augmented contrastive learning for multimodal large language model C Jiang, H Xu, M Dong, J Chen, W Ye, M Yan, Q Ye, J Zhang, F Huang, ... CVPR2024, 2023 | 210 | 2023 |
| Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration J Wang, H Xu, H Jia, X Zhang, M Yan, W Shen, J Zhang, F Huang, J Sang NeurIPS2024, 2024 | 199 | 2024 |
| mPLUG-DocOwl: Modularized multimodal large language model for document understanding J Ye, A Hu, H Xu, Q Ye, M Yan, Y Dan, C Zhao, G Xu, C Li, J Tian, Q Qi, ... arXiv preprint arXiv:2307.02499, 2023 | 188 | 2023 |
| Evaluation and analysis of hallucination in large vision-language models J Wang, Y Zhou, G Xu, P Shi, C Zhao, H Xu, Q Ye, M Yan, J Zhang, J Zhu, ... arXiv preprint arXiv:2308.15126, 2023 | 181 | 2023 |
| An llm-free multi-dimensional benchmark for mllms hallucination evaluation J Wang, Y Wang, G Xu, J Zhang, Y Gu, H Jia, H Xu, M Yan, J Zhang, ... arXiv preprint arXiv:2311.07397, 2023 | 155 | 2023 |
| E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning H Xu, M Yan, C Li, B Bi, S Huang, W Xiao, F Huang ACL2021 Oral, 2021 | 144 | 2021 |
| Hitea: Hierarchical temporal-aware video-language pre-training Q Ye, G Xu, M Yan, H Xu, Q Qian, J Zhang, F Huang ICCV2023, 2022 | 116 | 2022 |
| Neural Topic Modeling with Bidirectional Adversarial Training R Wang, X Hu, D Zhou, Y He, Y Xiong, C Ye, H Xu ACL2020, 2020 | 112 | 2020 |
| mPLUG-DocOwl2: High-resolution compressing for ocr-free multi-page document understanding A Hu, H Xu, L Zhang, J Ye, M Yan, J Zhang, Q Jin, F Huang, J Zhou ACL2025 Oral, 2024 | 89 | 2024 |
| Mobile-Agent-E: Self-evolving mobile assistant for complex tasks Z Wang, H Xu, J Wang, X Zhang, M Yan, J Zhang, F Huang, H Ji NeurIPS2025 Workshop on Scaling Environments for Agents, Oral, 2025 | 77 | 2025 |
Fei HuangCarnegie Mellon University, IBM Research, Facebook, Alibaba DAMO Academy， Tongyi Lab(通义实验室)Verified email at alibaba-inc.com
