职称：长聘副教授（特别研究员）
联系电话：010-68914849
E-mail：wuyuwei@bit.edu.cn
通信地址：北京市海淀区中关村南大街5号太阳集团8722c
个人信息
武玉伟，长聘副教授、特别研究员、博士生导师。 2014年7月于太阳集团网址8722获得计算机应用技术工学博士学位，2014年8月至2016年8月赴新加坡南洋理工大学电气电子工程学院从事博士后研究，2016年10月加入太阳集团8722c。武玉伟主要从事计算机视觉和机器学习等领域的研究；在中国计算机学会（CCF）推荐A类期刊/会议或中科院JCR 1区期刊发表论文60余篇，出版教材2部；获中国人工智能学会优秀博士学位论文提名奖。作为负责人承担国家自然科学基金、北京市自然科学基金等项目。培养或合作培养学生中有1位获得ACM 中国人工智能分会优秀博士学位论文奖，6位研究生获得太阳集团网址8722校级优秀博士学位论文或优秀硕士学位论文。
每年计划招收博士生2-3名，硕士生2名，欢迎对计算机视觉、机器学习等领域研究感兴趣的同学加入课题组。详细信息请访问https://wu-yuwei-bit.github.io/
科研方向
计算机视觉：语言驱动的视觉感知、机器人智能交互计算
机器学习：非欧空间表示学习
代表性学术成果
2023-2025年部分学术成果
Xiaomeng Fan,Yuwei Wu, Zhi Gao, Mehrtash Harandi, Yunde Jia. "Curvature Learning for the Generalization of Hyperbolic Neural Networks". The International Journal of Computer Vision (IJCV), 2025. （CCF 推荐A类期刊）
Pengxiang Li, Zhi Gao, Bofei Zhang, Yapeng Mi, Xiaojian Ma, Chenrui Shi, Tao Yuan, Yuwei Wu, Yunde Jia, Song-Chun Zhu, Qing Li."Iterative Tool Usage Exploration for Multimodal Agents via Step-wise Preference Tuning", The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS), 2025. （CCF 推荐A类会议）
Chengtang Yao, Zhidan Liu, Jiaxi Zeng, Lidong Yu, Yuwei Wu, Yunde Jia. "3D Visual Illusion Depth Estimation", The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS), 2025. （CCF 推荐A类会议）
Xiaomeng Fan, Yuchuan Mao, Zhi Gao, Yuwei Wu, Jin Chen, Yunde Jia. "Beyond the Seen: Bounded Distribution Estimation for Open-Vocabulary Learning", The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS), 2025. （CCF 推荐A类会议）
Zhen Li, Chuanhao Li, Xiaofeng Mao, Shaoheng Lin, Ming Li, Shitian Zhao, xu Zhao Pan, Xinyue Li, Yukang Feng, Jianwen Sun, Zizhen Li, Fanrui Zhang, Jiaxin Ai, Zhixiang Wang, Yuwei Wu, Tong He, Yunde Jia, Kaipeng Zhang. "Sekai: A Video Dataset for World Exploration", The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS), 2025. （CCF 推荐A类会议）
Chengtang Yao, Lidong Yu, Zhidan Liu, Jiaxi Zeng, Yuwei Wu, Yunde Jia. "Diving into the Fusion of Monocular Priors for Generalized Stereo Matching", The International Conference on Computer Vision (ICCV), 2025. （CCF 推荐A类会议）
Zhi Gao, Pengxiang Li, Bofei Zhang, Xiaojian Ma, Yue, Fan, Tao Yuan, Yuwei Wu, Yunde Jia, Song-Chun Zhu, Qing Li. "Multi-modal Agent Tuning: Building a VLM-Driven Agent for Efficient Tool Usage", The International Conference on Learning Representations (ICLR), 2025. （机器学习顶级会议）
Mingliang Zhai, Cheng Li, Zengyuan Guo, Ningrui Yang, Xiameng Qin, Sanyuan Zhao, Junyu Han, Ji Tao, Yuwei Wu, and Yunde Jia. "World Knowledge-Enhanced Reasoning Using Instruction-Guided Interactor in Autonomous Driving", in Proc. AAAI Conference on Artificial Intelligence (AAAI), 2025: 9842-9850. （CCF 推荐A类会议）
Chuanhao Li, Zhen Li, Chenchen Jing, Xiaomeng Fan, Wenbo Ye, Yuwei Wu, and Yunde Jia. "Consistency of Compositional Generalization Across Multiple Levels", in Proc. AAAI Conference on Artificial Intelligence (AAAI), 2025: 4661-4669. （CCF 推荐A类会议）
Chuanhao Li, Wenbo Ye, Zhen Li, Yuwei Wu, Yunde Jia. "Multi-Sourced Compositional Generalization in Visual Question Answering", The 34th International Joint Conference on Artificial Intelligence (IJCAI), 2025. （CCF 推荐A类会议）
Chuanhao Li, Zhen Li, Chenchen Jing, Shuo Liu, Wenqi Shao, Yuwei Wu, Ping Luo, Yu Qiao, and Kaipeng Zhang. "SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge", Proceedings of the 38th International Conference on Neural Information Processing Systems (NeurIPS), 2024:64582-64603.（CCF 推荐A类会议）
Pengxiang Li, Zhi Gao, Bofei Zhang, Tao Yuan, Yuwei Wu, Mehrtash Harandi, Yunde Jia, Song-Chun Zhu, Qing Li. "FIRE: A Dataset for Feedback Integration and Refinement Evaluation of Multimodal Models", Proceedings of the 38th International Conference on Neural Information Processing Systems (NeurIPS), 2024:101618-101640.（CCF 推荐A类会议）
Jiaxi Zeng, Chengtang Yao, Yuwei Wu, and Yunde Jia,"Temporally Consistent Stereo Matching", The European Conference on Computer Vision (ECCV), MiCo Milano, 2024：341-359. （计算机视觉顶级会议）
Chuanhao Li, Zhen Li, Chenchen Jing, Yuwei Wu, Mingliang Zhai, and Yunde Jia,"Compositional Substitutivity of Visual Reasoning for Visual Question Answering", The European Conference on Computer Vision (ECCV), MiCo Milano, 2024：143-160. （计算机视觉顶级会议）
Yangkai Xue, Jindou Dai, Zhipeng Lu, Yuwei Wu, and Yunde Jia, "Residual Hyperbolic Graph Convolution Networks", in Proc. AAAI Conference on Artificial Intelligence (AAAI), 2024:16247-16254. （CCF 推荐A类会议）
Chuanhao Li, Chenchen Jing, Zhen Li, Mingliang Zhai, Yuwei Wu, and Yunde Jia. “In-Context Compositional Generalization for Large Vision-Language Models”, The Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024:17954-17966. （自然语言处理顶级会议）
Chenrui Shi, Che Sun, Yunde Jia, and Yuwei Wu, "Video Anomaly Detection via Sequentially Learning Multiple Pretext Tasks", in Proc. IEEE Conference on Computer Vision (ICCV), Paris, 2023:10330-10340. （CCF 推荐A类会议）
Jiaxi Zeng, Chengtang Yao, Lidong Yu, Yunde Jia, and Yuwei Wu, "Parameterized Cost Volume for Stereo Matching", in Proc. IEEE Conference on Computer Vision (ICCV), Paris, 2023:18347-18357. （CCF 推荐A类会议）
Chengtang Yao, Lidong Yu, Yunde Jia, and Yuwei Wu, "Sparse Point Guided 3D Lane Detection", in Proc. IEEE Conference on Computer Vision (ICCV), Paris, 2023:8363-8372. （CCF 推荐A类会议）
Mingliang Zhai, Yulin Li, Xiameng Qin, Chen Yi, Qunyi Xie, Chengquan Zhang, Kun Yao, Yuwei Wu, and Yunde Jia, "An Efficient Hourglass Transformer with Modality-guided Dynamic Token Merge for Document Understanding", in Proc. The 32nd International Joint Conference on Artificial Intelligence (IJCAI), 2023:5269-5277. （CCF 推荐A类会议）
Chuanhao Li, Zhen Li, Chenchen Jing, Yunde Jia, and Yuwei Wu,"Exploring the Effect of Primitives for Compositional Generalization in Vision-and-Language", in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR),Vancouver,2023:19092-19101. （CCF 推荐A类会议）
Zhi Gao, Chen Xu, Feng Li, Yunde Jia, Mehrtash Harandi, and Yuwei Wu,"Exploring Data Geometry for Continual Learning", in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR),Vancouver, 2023:24325-24334. （CCF 推荐A类会议）
Che Sun, Chenrui Shi, Yunde Jia, and Yuwei Wu, "Learning Event-Relevant Factors for Video Anomaly Detection ", in Proc. AAAI Conference on Artificial Intelligence (AAAI), 2023:2384-2392. （CCF 推荐A类会议）
Zhi Gao, Yuwei Wu, Mehrtash Harandi, and Yunde Jia, "Curvature-Adaptive Meta-Learning for Fast Adaptation to Non-Euclidean Data", in IEEE Trans. on Pattern Analysis and Machine Intelligence (T-PAMI), 45(2):1545-1562, 2023. （CCF 推荐A类期刊）
Zhi Gao, Yuwei Wu, Xiaomeng Fan, Mehrtash Harandi, and Yunde Jia, "Learning to Optimize on Riemannian Manifolds", in IEEE Trans. on Pattern Analysis and Machine Intelligence (T-PAMI), 45(5):5935-5952, 2023. （CCF 推荐A类期刊）
承担科研情况
主持国家自然科学基金、北京市自然科学基金、企事业项目等多项。
所获奖励
社会兼职
备注
个人主页：https://wu-yuwei-bit.github.io/