出版物

Changlian Ma, Zizheng Huang, Xiangyu Zeng, Yi Wang, Cheng Liang, Kun Tian, Xinhai Zhao, Limin Wang (2026). Balancing the Experts: Unlocking LoRA-MoE for GRPO via Mechanism-Aware Rewards. The Fourteenth International Conference on Learning Representations.
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Guozhen Zhang, Haiguang Wang, Chunyu Wang, Yuan Zhou, Qinglin Lu, Limin Wang (2026). Arbitrary Generative Video Interpolation. The Fourteenth International Conference on Learning Representations.
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Ziang Yan, Xinhao Li, Yinan He, Zhengrong Yue, Xiangyu Zeng, Yali Wang, Yu Qiao, Limin Wang, Yi Wang (2025). VideoChat-r1.5: visual test-time scaling to reinforce multimodal reasoning by iterative perception. Proceedings of the Neural Information Processing Systems.
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Xiangyu Zeng, Kefan Qiu, Qingyu Zhang, Xinhao Li, Jing Wang, Jiaxin Li, Ziang Yan, Kun Tian, Meng Tian, Xinhai Zhao, Others (2025). StreamForest: efficient online video understanding with persistent event memory. Proceedings of the Neural Information Processing Systems.
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Chenhui Zhu, Yilu Wu, Shuai Wang, Gangshan Wu, Limin Wang (2025). MotionRAG: motion retrieval-augmented image-to-video generation. Proceedings of the Neural Information Processing Systems.
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Yuchen Zhang, Hanyue Du, Chun Cao, Jingwei Xu (2025). Loquetier: a virtualized multi-LoRA framework for unified LLM fine-tuning and serving. Proceedings of the Neural Information Processing Systems.
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Zhenpeng Huang, Jiaqi Li, Zihan Jia, Xinhao Li, Desen Meng, Lingxue Song, Xi Chen, Liang Li, Limin Wang (2025). LongVPO: from anchored cues to self-reasoning for long-form video preference optimization. Proceedings of the Neural Information Processing Systems.
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Yan-Shuo Liang, Wu-Jun Li (2025). Gated integration of low-rank adaptation for continual learning of language models. Proceedings of the Neural Information Processing Systems.
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Yuping He, Yifei Huang, Guo Chen, Baoqi Pei, Jilan Xu, Tong Lu, Jiangmiao Pang (2025). EgoExoBench: a benchmark for first-and third-person view video understanding in MLLMs. Proceedings of the Neural Information Processing Systems.
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Guo Chen, Zhiqi Li, Shihao Wang, Jindong Jiang, Yicheng Liu, Lidong Lu, De-an Huang, Wonmin Byeon, Matthieu Le, Tuomas Rintamaki, Others (2025). Eagle 2.5: boosting long-context post-training for frontier vision-language models. Proceedings of the Neural Information Processing Systems.
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