学科专业(学术型/专业型):计算机系统结构/计算机技术
AI for Science算法、LLM Agent
研究方向包括LLM Agent和AI for Science基础模型,在CVPR、NeurIPS、ICLR等顶级会议和期刊发表学术论文20余篇。承担和参与中国科学院战略先导科技专项计划项目。曾获得浙江省科技进步一等奖、三等奖。
1. Kongcheng Zhang, Qi Yao, Baisheng Lai, Jiaxing Huang, Wenkai Fang, Dacheng Tao, Mingli Song, Liu Shunyu. Reasoning with reinforced functional token tuning, ICLR 2026. (CCF-A)
2. Kongcheng Zhang, Qi Yao, Shunyu Liu, Yingjie Wang, Baisheng Lai, Jieping Ye, Mingli Song, Dacheng Tao. Consistent paths lead to truth: Self-rewarding reinforcement learning for llm reasoning, NeurIPS 2025. (CCF-A)
3. Shengyang Sun, Jiashen Hua, Junyi Feng, Dongxu Wei, Baisheng Lai, Xiaojin Gong. TDSD: Text-driven scene-decoupled weakly supervised video anomaly detection. ACM MM 2024. (CCF-A)
4. Menglin Wang, Jiachen Li, Baisheng Lai, Xiaojin Gong, Xian-Sheng Hua. Offline-online associated cameraaware proxies for unsupervised person re-identification. IEEE Transactions on Image Processing 2022, 31:6548-6561.(CCF-A)
5. Mu Hu, Junyi Feng, Jiashen Hua, Baisheng Lai, Jianqiang Huang, Xiaojin Gong, Xian-Sheng Hua.Online convolutionalre-parameterization.CVPR 2022. (CCF-A)
6. Menglin Wang, Baisheng Lai, Jianqiang Huang, Xiaojin Gong, Xian-Sheng Hua. Camera-aware proxies for unsupervised person re-identifcation. AAAI 2021. (CCF-A)
7. 9.Menglin Wang, Baisheng Lai, Haokun Chen, Jianqiang Huang, Xiaojin Gong, Xian-Sheng Hua. Towards precise intra-camera supervised person re-identification. WACV 2021.
8. Baisheng Lai, Xiaojin Gong, Saliency Guided Dictionary Learning for Weakly-Supervised Image Parsing. CVPR 2016.(CCF-A)
9. Baisheng Lai, Xiaojin Gong, Saliency Guided End-to-End Learning for Weakly Supervised Object Detection. IJCAI 2017.(CCF-B)
10. Xiaojin Gong, Baisheng Lai. A L0 sparse analysis prior for blind poissonian image deconvolution. Optics Express 2014, 22:3860-3865.