Publications

Hao Lin, Ke Wu, Jie Li, Jun Li, Wu-Jun Li (2025). Uniap: unifying inter-and intra-layer automatic parallelism by mixed integer quadratic programming. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.
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Jiange Yang, Haoyi Zhu, Yating Wang, Gangshan Wu, Tong He, Limin Wang (2025). Tra-MoE: learning trajectory prediction model from multiple domains for adaptive policy conditioning. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.
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Xiangyu Zeng, Kunchang Li, Chenting Wang, Xinhao Li, Tianxiang Jiang, Ziang Yan, Songze Li, Yansong Shi, Zhengrong Yue, Yi Wang, Yali Wang, Yu Qiao, Limin Wang (2025). TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning. The Thirteenth International Conference on Learning Representations.
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Maochen Yang, Zekun Li, Jian Zhang, Lei Qi, Yinghuan Shi (2025). Taste more, taste better: diverse data and strong model boost semi-supervised crowd counting. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.
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Ziang Yan, Zhilin Li, Yinan He, Chenting Wang, Kunchang Li, Xinhao Li, Xiangyu Zeng, Zilei Wang, Yali Wang, Yu Qiao (2025). Task preference optimization: improving multimodal large language models with vision task alignment. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.
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Qinghe Ma, Jian Zhang, Zekun Li, Lei Qi, Qian Yu, Yinghuan Shi (2025). Steady progress beats stagnation: mutual aid of foundation and conventional models in mixed domain semi-supervised medical image segmentation. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.
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Haoyi Zhu, Honghui Yang, Yating Wang, Jiange Yang, Limin Wang, Tong He (2025). SPA: 3D Spatial-Awareness Enables Effective Embodied Representation. The Thirteenth International Conference on Learning Representations.
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Zenan Li, Zhaoyu Li, Wen Tang, Xian Zhang, Yuan Yao, Xujie Si, Fan Yang, Kaiyu Yang, Xiaoxing Ma (2025). Proving Olympiad Inequalities by Synergizing LLMs and Symbolic Reasoning. The Thirteenth International Conference on Learning Representations.
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Zhenpeng Huang, Xinhao Li, Jiaqi Li, Jing Wang, Xiangyu Zeng, Cheng Liang, Tao Wu, Xi Chen, Liang Li, Limin Wang (2025). Online video understanding: a comprehensive benchmark and memory-augmented method. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.
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Ruopeng Gao, Ji Qi, Limin Wang (2025). Multiple object tracking as id prediction. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.
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