个人信息

武玉伟，长聘副教授、博士生导师。 2014年7月于云顶集团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月加入云顶集团(中国)官方直营网站。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40余篇，出版教材1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。培养或合作培养员工中有4位研究生获得云顶集团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1名，硕士生2-3名，欢迎对计算机视觉、机器学习等领域研究有兴趣的同学加入课题组。详细信息请访问https://sites.google.com/site/wuyuweibit/

科研方向

计算机视觉、机器学习、多媒体分析

代表性学术成果

2021-2022年部分一作或通讯作者学术成果

1. 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), DOI:10.1109/TPAMI.2022.3215702, 2022. （CCF推荐A类期刊）

2. 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), DOI : 10.1109/TPAMI.2022.3164894, 2022. （CCF 推荐A类期刊）

3. Zhi Gao, Yuwei Wu, Yunde Jia, and Mehrtash Harandi, "Hyperbolic Feature Augmentation via Distribution Estimation and Infinite Sampling on Manifolds", in the Thirty-Sixth Annual Conference on Neural Information Processing Systems (NeurIPS), New Orleans, 2022. （CCF 推荐A类会议）

4. Che Sun, Yunde Jia, and Yuwei Wu, "Evidential Reasoning for Video Anomaly Detection", in Proc. ACM Conf. on Multimedia (ACM MM), Lisbon, 2022:2106-2114. （CCF 推荐A类会议）

5. Che Sun, Yunde Jia, Yi Guo, and Yuwei Wu, "Global-Aware Registration of Less-Overlap RGB-D Scans", in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Virtual Conference, New Orleans,2022:6357-6366. （CCF 推荐A类会议）

6. Chenchen Jing, Yunde Jia, Yuwei Wu, Xinyu Liu, and Qi Wu, "Maintaining Reasoning Consistency in Compositional Visual Question Answering", in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Virtual Conference, New Orleans, 2022:5089-5098. （CCF 推荐A类会议）

7. Xiaomeng Fan, Yuwei Wu, Zhi Gao, Yunde Jia, and Mehrtash Harandi, "Efficient Riemannian Meta-Optimization by Implicit Differentiation ", in Proc. AAAI Conference on Artificial Intelligence (AAAI), 2022:3733-3740. （CCF 推荐A类会议）

8. Chenchen Jing, Yunde Jia, Yuwei Wu, Chuanhao Li, and Qi Wu, "Learning the Dynamics of Visual Relational Reasoning via Reinforced Path Routing", in Proc. AAAI Conference on Artificial Intelligence (AAAI), 2022:1122-1130. （CCF 推荐A类会议）

9. Zhi Gao, Yuwei Wu, Yunde Jia, and Mehrtash Harandi, "Curvature Generation in Hyperbolic Spaces for Few-Shot Learning", in Proc. IEEE Conference on Computer Vision (ICCV), 2021:8691-8700. （CCF 推荐A类会议）

10. Jindou Dai, Yuwei Wu, Zhi Gao, and Yunde Jia, " A Hyperbolic-to-Hyperbolic Graph Convolutional Network", in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Virtual Conference, 2021:154-163. （CCF 推荐A类会议）

11. Xiaomeng Fan*, Zhi Gao*, Yuwei Wu, Yunde Jia, and Mehrtash Harandi, "Learning a Gradient-free Riemannian Optimizer on Tangent Spaces". in Proc. AAAI Conference on Artificial Intelligence (AAAI), 2021:7377-7384. * denotes equal contribution. （CCF 推荐A类会议）

承担科研情况

国家自然科学基金项目（主持）

北京市自然科学基金（主持）

所获奖励

社会兼职

备注

详细信息见 https://sites.google.com/site/wuyuweibit/