| 2026 | ACL | Scaling is Not All You Need: Clinical-Oriented Reinforcement Learning Makes Parameter-Efficient Clinical Reasoning. | Chi Liu, Yan Shu, Mengzhuo Chen, Hongming Piao, Zhijian Duan, Derek Li, Bryan Dai |
| 2025 | CVPR | MLVU: Benchmarking Multi-task Long Video Understanding. | Junjie Zhou, Yan Shu, Bo Zhao, Boya Wu, Zhengyang Liang, Shitao Xiao, Minghao Qin, Xi Yang, Yongping Xiong, Bo Zhang, Tiejun Huang, Zheng Liu |
| 2025 | CVPR | Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding. | Yan Shu, Zheng Liu, Peitian Zhang, Minghao Qin, Junjie Zhou, Zhengyang Liang, Tiejun Huang, Bo Zhao |
| 2024 | ECAI | First Creating Backgrounds Then Rendering Texts: A New Paradigm for Visual Text Blending. | Zhenhang Li, Yan Shu, Weichao Zeng, Dongbao Yang, Yu Zhou |
| 2024 | ICASSP | ZE-FESG: A Zero-Shot Feature Extraction Method Based on Semantic Guidance for No-Reference Video Quality Assessment. | Yachun Mi, Yu Li, Yan Shu, Shaohui Liu |
| 2023 | CHI | Evaluation of a collaborative reading annotation system through multimodal data analysis. | Lili Liu, Lishan Zhang, Yan Shu, Shuwen Wang, Han Wu, Min Xv |
| 2023 | ICASSP | EI | Yan Shu, Shaohui Liu, Yu Zhou, Honglei Xu, Feng Jiang |
| 2023 | ICASSP | Aprogressive Image Dehazing Framework with inter and Intra Contrastive Learning. | Honglei Xu, Shaohui Liu, Yan Shu, Feng Jiang |
| 2023 | ICONIP | Uformer++: Light Uformer for Image Restoration. | Honglei Xu, Shaohui Liu, Yan Shu |
| 2021 | ICCV | Condensing a Sequence to One Informative Frame for Video Recognition. | Zhaofan Qiu, Ting Yao, Yan Shu, Chong-Wah Ngo, Tao Mei |
| 2020 | AISTATS | A Characterization of Mean Squared Error for Estimator with Bagging. | Martin Mihelich, Charles Dognin, Yan Shu, Michael Blot |
| 2017 | IJCNLP | Deep Automated Multi-task Learning. | Davis Liang, Yan Shu |
| 2009 | ISCAS | Performance Study of Peer-to-peer Video Streaming on Complex Networks. | Lyrial Chism, Xiaoqing He, Liquan Huang, Ashraf Ibrahim, Christopher Jones, Yan Shu, Chai Wah Wu, Zhenghua Fu |