Yuwei WU

Associate Professor of computer science at BIT

Adjunct Professor of AI at SMBU

武玉偉

北京理工大學(xué)計(jì)算機(jī)學(xué)院  長(zhǎng)聘副教授，博士生導(dǎo)師

深圳北理莫斯科大學(xué) 兼職副教授。

Processor Yuwei Wu received his PhD degree in computer science from Beijing Institute of Technology (BIT) in 2014. From August 2014 to August 2016, he was a post-doctoral research fellow at School of Electrical and Electronic Engineering (EEE), Nanyang Technological University (NTU), Singapore. He received outstanding Ph.D. Thesis award from BIT, and Distinguished Dissertation Award Nominee from China Association for Artificial Intelligence (CAAI).

武玉偉教授于2014年7月于北京理工大學(xué)獲得計(jì)算機(jī)應(yīng)用技術(shù)工學(xué)博士學(xué)位，2014年8月至2016年8月赴新加坡南洋理工大學(xué)電氣電子工程學(xué)院從事博士后研究。他主要從事計(jì)算機(jī)視覺(jué)和機(jī)器學(xué)習(xí)等領(lǐng)域的研究；在中國(guó)計(jì)算機(jī)學(xué)會(huì)推薦A類(lèi)期刊/會(huì)議發(fā)表論文50余篇，出版教材2部；獲中國(guó)人工智能學(xué)會(huì)優(yōu)秀博士學(xué)位論文提名獎(jiǎng)。作為負(fù)責(zé)人承擔(dān)國(guó)家自然科學(xué)基金、北京市自然科學(xué)基金等項(xiàng)目。指導(dǎo)學(xué)生1人獲ACM 中國(guó)人工智能分會(huì)優(yōu)秀博士學(xué)位論文獎(jiǎng)，4人獲北京理工大學(xué)校級(jí)優(yōu)秀博士論文/優(yōu)秀碩士論文。

Selected papers

1. Chuanhao Li, Zhen Li, Chenchen Jing, Shuo Liu, Wenqi Shao, Yuwei Wu, Ping Luo, Yu Qiao, and Kaipeng Zhang. UDKAG: Augmenting Large Vision-Language Models with Up-to-Date Knowledge. NeurIPS 2024

2. Chuanhao Li, Chenchen Jing, Zhen Li, Mingliang Zhai, Yuwei Wu, and Yunde Jia. In-context compositional generalization for large vision-language models. EMNLP 2024, pp. 17954-17966.

3. Jiaxi Zeng, Chengtang Yao,Yuwei Wu, and Yunde Jia. Temporally Consistent Stereo Matching. ECCV 2024, pp. 341-359

4. Chenrui Shi, Che Sun, Yunde Jia, and Yuwei Wu. Video Anomaly Detection via Sequentially Learning Multiple Pretext Tasks. ICCV 2023, pp. 10330-10340.

5. Jiaxi Zeng, Chengtang Yao, Lidong Yu, Yunde Jia, and Yuwei Wu. Parameterized Cost Volume for Stereo Matching. ICCV 2023, pp. 18347-18357.

6. Zhi Gao, Chen Xu, Feng Li, Yunde Jia, Mehrtash Harandi, and Yuwei Wu. Exploring Data Geometry for Continual Learning. CVPR 2023, pp. 24325-24334.

7. JING Chenchen, WU Yuwei, and JIA Yunde, Learning the Dynamics of Visual Relational Reasoning via Reinforced Path Routing, In Proc. Association for the Advancement of Artificial Intelligence (AAAI), 2022.

8. JING Chenchen, JIA Yunde, and WU Yuwei, Maintaining Reasoning Consistency in Compositional Visual Question Answering, In Proc. IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR), 2022.

9. GAO Zhi, WU Yuwei, JIA Yunde, and Mehrtash Harandi, Hyperbolic Feature Augmentation via Distribution Estimation and Infinite Sampling on Manifolds, In Proc. Conference on Neural Information Processing Systems (NeurIPS) 2022.

10. FAN Xiaomeng, GAO Zhi, WU Yuwei, JIA Yunde, and Mehrtash Harandi, Learning a Gradient-Free Riemannian Optimizer on Tangent Spaces, In Proc. Association for the Advancement of Artificial Intelligence (AAAI), 2021.

11. DAI Jindou, WU Yuwei, GAO Zhi, and JIA Yunde, Learning a Gradient-free Riemannian Optimizer on Tangent Spaces, In Proc. IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR), 2021.

12. GAO Zhi, WU Yuwei, Mehrtash Harandi, and JIA Yunde, Curvature Generation in Hyperbolic Spaces for Few-Shot Learning，In Proc. International Conference on Computer Vision (ICCV), 2021.