Runwei Guan (管润玮 Runway)
Runwei Guan (管润玮 Runway)
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Dr. Runwei Guan
Founder / CTO, FertiTech AI
Research Fellow, HKUST / HKUST(GZ)
PhD, University of Liverpool
Research Associate, Institute of Deep Perception Technology, JITRI
Runwei Guan is currently a research fellow at HKUST (GZ), whose collaborative advisor is Prof. Hui Xiong (AAAI / AAAS / ACM / CAAI / CCF / IEEE Fellow). He has authored over 50 papers in various journals and conferences, including TIV, TITS, TMC, TCSVT, ESWA, Information Fusion, Pattern Recognition, Neural Networks, RAS, NeurlPS, AAAI, ACM MM, ICLR, ICRA, IROS, ICASSP, ICME, etc. He is also an editorial board member of the journal Artificial Intelligence in Health and the guest editor of the journal Electronics. He obtained the Ph.D degree from the University of Liverpool (2022.3 - 2024.11) and was a researcher at the Institute of Deep Perception Technology, Jiangsu Industrial Technology Research Institute (supervised by Prof. Yutao Yue, Prof. Ka Lok Man, Prof. Jeremy Smith and Prof. Eng Gee Lim). Before starting PhD, he obtained M.S. Data Science from University of Southampton and Alan Turing Institute (2020.10 - 2021.11). Besides, He is starting a business in the field of AI + IVF and found FertiTech AI (孚迪泰健康科技（上海）有限公司). Also, he was an R&D engineer at Hundsun Technologies Inc.
News
News
2026.02 One paper has been accepted by Applied Soft Computing (SCI Q1, IF: 6.6)
2026.01 One paper has been accepted by Pattern Recognition (SCI Q1, IF: 7.6, CCF-B)
2026.01 One paper has been accepted by ICLR 2026 (CAAI-A)
2026.01 Two papers have been accepted by ICASSP (CCF-B)
Research Interests
Research Interests
Multi-Sensor Perception
Radar-based Perception
Robot-based Embodied Perception (VLN / VLA)
End2End Autonomous Driving
2D/3D Multi-Task Perception
Visual Grounding
Visual Question Answering
Multi-Modal Large Language Model
Lightweight Neural Networks
AI+IVF
Ongoing Project
Ongoing Project
Research on Human-Machine Collaborative Cognitive and Explainable Decision-Making Systems for Inland Waterway Vessel Navigation Safety (Hubei Key Laboratory of Inland Shipping Technology) [Charge]
Intelligent Medical Follow-up System Based on Multi-Agent Collaboration (HKUST(GZ)-Distinct Healthcare 港科广-卓正医疗) [Group leader. The leader in charge is Prof. Hui Xiong]
Prediction Model of Venous Thrombosis in Lung Cancer based on Statistical Machine Learning (FertiTech AI-Jiangyin Hospital Affiliated to Southeast University) [Charge]
Research Collaboration
Research Collaboration
Dr. Shanliang Yao, Yancheng Institute of Technology, Yancheng, China
Dr. Jianan Liu, Zenseact, Gothenburg, Sweden
Dr. Dongming Wu, CUHK, Hong Kong SAR, China
Dr. Fangqiang Ding, MIT, Boston, USA
Prof. Daizong Liu, Wuhan University, Wuhan, China
Prof. Xiaohui Zhu, Xi'an Jiaotong-Liverpool University, Suzhou, China
Lianqing Zheng, Tongji University, Shanghai, China
Prof. Wen Liu, Wuhan University of Technology, Wuhan, China
Prof. Xuming Hu, Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China
Prof. Tao Huang, James Cook University, Townsville, Australia
Prof. Henghui Ding, Fudan University, Shanghai, China
Prof. Qing-Long Han (MAE, FIEEE, FIFAC, FCAA), Swinburne University of Technology, Melbourne, Australia
Academic Services
Academic Services
Reviewer or PC Member
Reviewer or PC Member
IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
IEEE Transactions on Multimedia (TMM)
IEEE Transactions on Intelligent Vehicles (TIV)
IEEE Transactions on Intelligent Transportation Systems (TITS)
IEEE Transactions on Industrial Informatics (TII)
IEEE Robotics and Automation Letters (RAL)
Robotics and Autonomous Systems (RAS)
Engineering Applications of Artificial Intelligence (EAAI)
Neurocomputing
Computer Vision and Pattern Recognition (CVPR)
ACM Multimedia (MM)
Association for the Advancement of Artificial Intelligence (AAAI)
IEEE International Conference on Intelligent Transportation Systems (ITSC)
IEEE International Conference on Robotics and Automation (ICRA)
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