| Exploring the reasoning abilities of multimodal large language models (mllms): A comprehensive survey on emerging trends in multimodal reasoning Y Wang, W Chen, X Han, X Lin, H Zhao, Y Liu, B Zhai, J Yuan, Q You, ... arXiv preprint arXiv:2401.06805, 2024 | 79* | 2024 |
| Mmptrack: Large-scale densely annotated multi-camera multiple people tracking benchmark X Han, Q You, C Wang, Z Zhang, P Chu, H Hu, J Wang, Z Liu Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023 | 38* | 2023 |
| Real-time micro-scale temperature imaging at low cost based on fluorescent intensity ratio J Xiong, M Zhao, X Han, Z Cao, X Wei, Y Chen, C Duan, M Yin Scientific Reports 7 (1), 41311, 2017 | 38 | 2017 |
| Image scene graph generation (sgg) benchmark X Han, J Yang, H Hu, L Zhang, J Gao, P Zhang arXiv preprint arXiv:2107.12604, 2021 | 36 | 2021 |
| InfiMM-Eval: Complex Open-Ended Reasoning Evaluation For Multi-Modal Large Language Models X Han, Q You, Y Liu, W Chen, H Zheng, K Mrini, X Lin, Y Wang, B Zhai, ... arXiv e-prints, arXiv: 2311.11567, 2023 | 16* | 2023 |
| Vitar: Vision transformer with any resolution Q Fan, Q You, X Han, Y Liu, Y Tao, H Huang, R He, H Yang arXiv preprint arXiv:2403.18361, 2024 | 14 | 2024 |
| InfiMM: Advancing Multimodal Understanding with an Open-Sourced Visual Language Model H Liu, Q You, Y Wang, X Han, B Zhai, Y Liu, W Chen, Y Jian, Y Tao, ... Findings of the Association for Computational Linguistics ACL 2024, 485-492, 2024 | 10* | 2024 |
| Infimm-webmath-40b: Advancing multimodal pre-training for enhanced mathematical reasoning X Han, Y Jian, X Hu, H Liu, Y Wang, Q Fan, Y Ai, H Huang, R He, Z Yang, ... arXiv preprint arXiv:2409.12568, 2024 | 9 | 2024 |
| Infimm-hd: A leap forward in high-resolution multimodal understanding H Liu, Q You, X Han, Y Wang, B Zhai, Y Liu, Y Tao, H Huang, R He, ... arXiv preprint arXiv:2403.01487, 2024 | 8* | 2024 |
| DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation Y Ai, X Zhou, H Huang, X Han, Z Chen, Q You, H Yang Advances in Neural Information Processing Systems 37, 55443-55469, 2025 | 5* | 2025 |
| InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection Y Liu, P Li, Z Wei, C Xie, X Hu, X Xu, S Zhang, X Han, H Yang, F Wu arXiv preprint arXiv:2501.04575, 2025 | 5 | 2025 |
| Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model H Liu, Q You, X Han, Y Liu, H Huang, R He, H Yang Advances in Neural Information Processing Systems 37, 17696-17718, 2024 | 3 | 2024 |
| COCO is “ALL” You Need for Visual Instruction Fine-tuning X Han, Y Wang, B Zhai, Q You, H Yang 2024 IEEE International Conference on Multimedia and Expo (ICME), 1-5, 2024 | 1 | 2024 |
| InfiR: Crafting Effective Small Language Models and Multimodal Small Language Models in Reasoning C Xie, S Cai, W Wang, P Li, Z Sang, K Yang, Y Zhang, Z Li, G Zhu, Z Liu, ... arXiv preprint arXiv:2502.11573, 2025 | | 2025 |
| BabelBench: An Omni Benchmark for Code-Driven Analysis of Multimodal and Multistructured Data X Wang, Q Cui, Y Tao, Y Wang, Z Chai, X Han, B Liu, J Yuan, J Su, ... arXiv preprint arXiv:2410.00773, 2024 | | 2024 |
| eRAM-V: From Interaction to Integration in Efficient Multimodal Large Language Models H Liu, Y Jian, X Han, Q You, H Huang, R He | | |
Quanzeng YouTikTokVerified email at microsoft.com
