数学与智能信息处理科研团队

时间:2023-09-07 09:09

成员情况:团队成员共13人,其中教授3人、副教授5人、助理教授1人,专职副研究员和博士后4人,包括享受国务院津贴专家1人、教育部教职委成员1人、国家级重点项目负责人2人、深圳市高层次人才5人、深圳大学优秀学者2人、荔园优青3人。

带头人:鲁坚、徐晨

成员:汤建良冯纪强黄超李敏邱育珊王冉涂凯胡猛O.HussienA.AljofeyS.Bello

研究方向:

● 信号/图像处理数学理论与方法。

● 数学优化、机器学习(深度学习)。

● 智能计算、生物信息学。

科研项目:近五年,团队成员主持国家科技部重点研发计划课题1项,国家自然科学基金联合基金重点项目1项、面上项目7项、青年项目1项、广东省项目4项、深圳市项目7项。

代表性论文:

1.Chen Xu, Xiaoxia Liu, Jian Zheng, Lixin Shen, Qingtang Jiang, Jian Lu, Nonlocal low-rank regularized two-phase approach for mixed noise removal, Inverse Problems, 2021, 37(8): 085001.

2.Charles K. Chui, Qingtang Jiang, Lin Li, Jian Lu, Analysis of a direct separation method based on adaptive chirplet transform for signals with crossover instantaneous frequencies, Applied and Computational Harmonic Analysis, 2023, 62: 24-40.

3.Farhad Pourpanah, Moloud Abdar, Yuxuan Luo, Xinlei Zhou, Ran Wang, Chee Peng Lim, Xi-Zhao Wang, Qingming Jonathan Wu, A review of generalized zero-shot learning methods, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 45(4): 4051- 4070.

4.Liangjie Sun, Yushan Qiu, Wai-Ki Ching, Pu Zhao, Quan Zou, PCB: a preudotemporal causality-based bayesian approach to identify EMTassociated regulatory relationships of as rvents and RBPs during breast cancer progression, PLOS Computational Biology, 2023, 19(3): e1010939.

5.Jiqiang Feng, Feipeng Li, Chen Xu, Ray Y. Zhong (Runyang Zhong), Data-driven analysis for RFID-rnabled smart factory: a case study, IEEE Transactions on Systems, Man, and Cybernetics-Systems, 2020, 50(1):81-88.