刘琦
职称:教授

个人简介

华南理工大学未来技术学院教授,博士生导师,IEEE高级会员,AI赋能主动健康校企联合实验室主任,科学技术研究院副处长(挂职),入选广东省、广州市青年拔尖人才。主要从事场景三维重建与人物交互,内容生成,大模型平台及其智慧医疗应用。已在IEEE TFS、TCSVT、CVPR、AAAI等CCF-A类会议和期刊发表学术论文50余篇,担任多个SCI期刊副主编和CCF国际会议的领域主席,开源“扁鹊”和“灵心”主动健康大模型。实验室主页链接https://drliuqi.github.io/。

联系邮箱:drliuqi@scut.edu.cn

教育背景

2009-2013年,哈尔滨工程大学,智能科学与工程学院,本科

2013-2016年,哈尔滨工程大学,智能科学与工程学院,硕士(导师:王伟教授)

2016-2019年,香港城市大学,电气工程系,博士(导师:Prof. So Hing Cheung,IEEE Fellow)

工作经历

2018-2019年,加州大学戴维斯分校,电气与计算机工程系,访问学者(导师:Prof. Ding Zhi,IEEE Fellow)

2019-2022年,新加坡国立大学,电气与计算机工程系,研究员(导师:Prof. Li Haizhou,IEEE Fellow)

2022-至今,华南理工大学未来技术学院,教授

承担项目

1.国家自然科学基金-青年自然科学基金项目(62202174),2023.01-2025.12,项目负责人

2.广州市基础与应用基础研究,2023.04-2025.03,项目负责人

3.北航鸿鹊创新中心开放基金,2023.01-2023.12,项目负责人

标志性成果

[1] Q. Liu and Z. Zhang, “Ultra-low power always-on intelligent and connected SNN-based system for multimedia IOT-enabled applications,” IEEE Internet of Things Journal, 2022. (SCI,JCR一区)

[2] R. Liu, Q. Liu*(通讯作者), H. Zhu and H. Cao, “Multi-stage deep transfer learning for EmIoT-enabled human-computer interaction,” IEEE Internet of Things Journal, 2022. (SCI,JCR一区)

[3] Q. Liu and X. Li, “Efficient low-rank matrix factorization based on l_(1,ε)-norm for online background subtraction,” IEEE Transactions on Circuits and Systems for Video Technology, 2022. (SCI, JCR一区)

[4] Q. Liu, X. Li, H. Cao, Y. Wu, “From simulated to visual data: A robust low-rank tensor completion approach using lp-regression for outlier resistance,” IEEE Transactions on Circuits and Systems for Video Technology, 2022. (SCI, JCR一区)

[5] Q. Liu, X. Li and J. Yang, “Optimum codesign for image denoising between type-2 fuzzy identifier and matrix completion denoiser,” IEEE Transactions on Fuzzy Systems, 30(1), 287-292, 2022. (SCI, JCR一区)

[6] Q. Liu and J. Wu, “Parameter tuning-free missing-feature reconstruction for robust sound recognition,” IEEE Journal of Selected Topics in Signal Processing, 15(1), 78-89, 2021. (SCI, JCR一区)

[7] Q. Liu, J. Xu, Z. Ding and H.C. So, “Target localization with jammer removal using frequency diverse array,” IEEE Transactions on Vehicular Technology, 69(10), 11685-11696, 2020. (SCI, JCR一区)

[8] Q. Liu, Y. Gu and H.C. So, “DOA estimation in impulsive noise via low-rank matrix approximation and weakly convex optimization,” IEEE Transactions on Aerospace and Electronic Systems, 55(6), 3603-3616, 2019. (SCI, JCR一区)