人员简介

崔曙光

职务/职称

深圳市大数据研究院常务副院长

香港中文大学(深圳)校长学勤讲座教授

研究方向

数据分析和信息系统

电子邮箱

shuguangcui@cuhk.edu.cn

教育背景

斯坦福大学博士

麦克马斯特大学工学硕士

北京邮电大学工学学士

个人介绍

崔曙光教授,国家重点研发计划首席科学家,全球高被引学者,IEEE Fellow。崔教授于2005 年在美国斯坦福大学获得博士学位,先后在UC Davis等多所美国大学任教至讲席教授。现任香港中文大学(深圳)校长讲席教授、理工学院代理院长、未来智联网络研究院院长、港中深-京东集团人工智能联合实验室主任,深圳市大数据研究院常务副院长。崔教授的科研成果主要集中在数据驱动、AI赋能的大规模系统控制和资源管理。他已在国际一流期刊和会议上发表了250多篇论文,是IEEE 信号处理协会2012 年最佳论文奖获得者,并曾担任多个IEEE 国际会议的主席和程序委员会主席,两个IEEE 国际期刊的指导委员会成员、主席,多个IEEE 国际期刊的编委和领域主编,IEEE 无线技术委员会的主席。他在2013 年当选IEEE Fellow(博士毕业8 年内入选,IEEE 历史上最快之一),在2014 年入选IEEE 通信协会杰出讲师,汤森路透全球高被引科学家名单,和ScienceWatch 的全球最具影响力科学家名单。崔教授在2018 年入选广东省团队带头人,获得Amazon 机器学习奖,在2019年获得IEEE TCCN论文贡献奖、VT协会杰出讲师称号。在2017 年10 月,基于其在物联网和数据分析领域的学术声誉,他应阿里巴巴集团的邀请到杭州,作为13 名科学家之一为阿里巴巴达摩院的成立提供了战略性意见。

代表性论文

1. M. Chen, N. Shlezinger, H. V. Poor, Y. C. Eldar, and S. Cui, ``Communication efficient federated learning," Proceedings: National Academy of Sciences of the United States of America (PNAS), vol. 118, no. 17, Apr. 2021.

2. M. Chen, Z. Yang, W. Saad, C. Yin, H. V. Poor, and S. Cui, ``A Joint Learning and Communications Framework for Federated Learning over Wireless Networks," IEEE Transactions on Wireless Communications, Vol. 20, No. 1, pp. 269-283, Jan. 2021.

3. Y. Hu, M. Chen, W. Saad, H. V. Poor, and S. Cui, ``Distributed Multi-Agent Meta Learning for Trajectory Design in Wireless Drone Networks," IEEE Journal on Selected Areas in Communications, Vol. 39, No. 10, pp. 3177-3192, Oct. 2021.

4. J. Dai, K. Tan, Z. Si, K. Niu, M. Chen, H. V. Poor, and S. Cui, ``Learning to decode protograph LDPC codes", Journal on Selected Areas in Communications, Vol. 39, No. 7, pp. 1983 - 1999, July 2021.

5. Y. Nie, Y. Lin, X. Han, S. Guo, J. Chang, S. Cui, and J. Zhang, ``Skeleton-bridged Point Completion: From Global Inference to Local Adjustment," Proceedings: Neural Information Processing Systems (NeurIPS), Vancouver, Canada, Dec. 2020.

6. J. Wei, Q. Wang, Z. Li, S. Wang, S. K. Zhou, and S. Cui, ``Shallow Feature Matters for Weakly Supervised Object Localization," Proceedings: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2021.

7. W. Zhao, X. Yan, J. Gao, R. Zhang, J. Zhang, Z. Li, S. Wu, and S. Cui, ``PointLIE: Locally Invertible Embedding for Point Cloud Sampling and Recovery," International Joint Conferences on Artificial Intelligence Organization (IJCAI) , Aug. 2021.

8. C. Zheng, X. Yan, J. Gao, W. Zhao, W. Zhang, Z. Li, and S. Cui, ``Box-Aware Feature Enhancement for Single Object Tracking on Point Clouds," Proceedings: IEEE/CVF International Conference on Computer Vision (ICCV), Oct. 2021.

9. Y. Wu, Z. Yan, X. Han, G. Li, C. Zou, and S. Cui, ``LapsCore: Language-Guided Person Search via Color Reasoning," Proceedings: IEEE/CVF International Conference on Computer Vision (ICCV), Oct. 2021.