吴昊（Tony Wu）
Assistant Professor, Shenzhen University | 助理教授，深圳大学
CTO, Guangdong Jiuzhi Technology Co., Ltd | 首席技术官，广东玖智科技有限公司
RESEARCH AREAS | 研究兴趣
Bio-Medical and Healthcare: Signal Processing, Biomedical Engineering, Health Analytics
Machine Learning: Deep Learning, Data Mining, Clustering, Computer Vision
Intelligent Computation: Evolutionary Computation, Swarm Intelligence
生物医学与智慧医疗：信号处理，生物医学工程，数字医疗系统
机器学习：深度学习，数据挖掘，聚类算法，计算机视觉
智能计算：进化计算算法，群体智能算法
EDUCATION | 教育背景
The University of Hong Kong 香港大学 Sept.2014 – Jun.2018
Ph.D., Department of Electrical and Electronic Engineering 博士
Supervisor: Dr. Grantham K.H. Pang
Thesis: Optimal schedule for electric vehicle charging at parking lots and battery swapping stations
The University of Hong Kong 香港大学 Sept. 2013 – Aug.2014
M.Sc., Department of Electrical and Electronic Engineering 硕士
Nanjing University of Posts and Telecommunications 南京邮电大学 Sept.2009 – Jun.2013
B.E., College of Telecommunications and Information, China 学士
WORK EXPERIENCE | 工作经历
Shenzhen University | 深圳大学 Jul. 2019 - Now
Assistant Professor, Department of Electronics Engineering
College of Electronics and Information Engineering
Guangdong Jiuzhi Technology Co., Ltd | 广东玖智科技有限公司 Jul. 2021 - Now
Co-Founder, Chief Technology Officer (CTO)
https://www.gdjztech.com/#/about
Tencent Holdings | 腾讯科技 Jan. 2018 – Jun. 2019
Researcher at Financial Technology Department
The University of British Columbia | 英属哥伦比亚大学 Mar. 2017 – Jun. 2017
Visiting Scholar, Industrial Automation Laboratory
Supervisor: Prof. Clarence W. de Silva
COURSES TAUGHT | 所授课程
Undergraduate | 本科课程:
· Big Data Analysis | 2019-2023 | Developed by H. Wu and Y. Li.
· Final Year Project | 2019-2023
Postgraduate | 硕士课程:
· Machine Learning | 2019-2023 | Developed by H. Wu and Y. Li.
· Postgraduate Student Supervisor | 2019-2023
Teaching Assistant at HKU | 研究助理，香港大学:
· ELEC 6604: Neural networks, fuzzy systems and genetic algorithms | 2017
· ELEC 3503: Fuzzy system and neural network | 2016
· ELEC 6098: Electronic and mobile commerce | 2014
STUDENT SUPERVISION | 指导学生
· Principal Supervisor for 12 Master Students (Year-3: 3; Year-2: 4; Year-1: 5).
· Final Year Project Supervisor for 13 Undergraduate Students (2020: 6; 2021: 4; 2022: 3).
· Joint Supervisor for 2 Ph.D. Students and 2 Master Students at Shanghai Jiao Tong University.
PUBLICATIONS | 发表论文
Journals:
[J1] Hao Wu*, Keona Ka Ying Pang, Grantham Kwok Hung Pang, Rex Kwok Him Au-Yeung, “A soft-computing based approach to overlapped cells analysis in histopathology images with genetic algorithm,” Applied Soft Computing, vol. 126, 2022. (IF: 8.263)
[J2] H. Wu*, “A Survey of Battery Swapping Stations for Electric Vehicles: Operation Modes and Decision Scenarios,” IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 8, pp. 10163-10185, Aug. 2022. (IF: 9.551)
[J3] H. Mohammed, K. Wang, H. Wu*, G. Wang, “Subject-wise model generalization through pooling and patching for regression: Application on non-invasive systolic blood pressure estimation,” Computers in Biology and Medicine, vol. 151, part A, 2022. (IF: 6.698)
[J4] H.Wu*, G.K.H.Pang, K.L.Choy, and H.Y.Lam, “Dynamic Resource Allocation for Parking Lot Electric Vehicle Recharging using Heuristics Fuzzy Particle Swarm Optimization Algorithm,” Applied Soft Computing, vol. 71, pp. 538-552, Oct. 2018. (IF: 8.263)
[J5] H.Wu*, G.K.H.Pang, K.L.Choy, and H.Y.Lam, “An Optimization Model for Electric Vehicle Battery Charging at a Battery Swapping Station,” IEEE Transactions on Vehicular Technology, vol. 67(2), pp. 881-895, Feb.2018. (IF: 6.239)
[J6] H.Wu*, G.K.H.Pang, K.L.Choy, and H.Y.Lam, “A Charging-Scheme Decision Model for EV Battery Swapping Station Using Varied Population Evolutionary Algorithms,” Applied Soft Computing, vol. 61, pp. 905-920, Dec. 2017. (IF: 8.263)
[J7] E.W.Y.Kwong, H.Wu*, and G.K.H.Pang, “A prediction model of blood pressure for telemedicine,” Health Informatics Journal, Aug. 2016. (IF: 2.934)
Conference Papers:
[C1] Z. Chen, J. Gao, H. Wu*, X. Li, “An Unmanned Aerial Vehicle Swarm System for Tunnel Inspection Problems,” 15th International Conference on Advanced Computational Intelligence (ICACI2023), Seoul, Republic of Korea, May 6-9, 2023.
[C2] H. Mohammed, H. Wu* and G. Wang, “Pulse Transition Characterization from Electrocardiography and Photoplethysmography for Non-Invasive Blood Pressure Estimation,” 2022 IEEE International Symposium on Circuits and Systems (ISCAS), Austin, TX, USA, 2022, pp. 2841-2845.
[C3] J. Wu, H. Wu*, Y. Su, N. Wang, X. Li and G. Kwok Hung Pang, “A Dynamic Charging Schedule Model for Electric Vehicle Battery Swapping Stations with Multiple Battery Types,” 2022 13th Asian Control Conference (ASCC), Jeju, Republic of Korea, 2022, pp. 649-655.
[C4] H. Wu*, G. K. H. Pang and X. Li, “A Realistic and Non-linear Charging Process Model for Parking Lot’s Decision on Electric Vehicles Recharging Schedule,” 2020 IEEE Transportation Electrification Conference & Expo (ITEC), Chicago, IL, USA, 2020, pp. 2-7.
[C5] H. Manoharan, G. Pang and H. Wu, “Visualization of MRI Datasets for Anatomical Brain Segmentation by Pixel-level Analysis,” 2019 IEEE 10th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), Vancouver, Canada, 2019. (Best Paper Award)
[C6] H.Wu*, G.K.H.Pang, K.L.Choy, and H.Y.Lam, “A scheduling and control system for electric vehicle charging at parking lot,” The 2017 Asian Control Conference (ASCC 2017), 17-20 Dec. 2017.
[C7] T.H.Wu*, G.K.H.Pang, K.L.Choy, and H.Y.Lam,“An Optimization Model for a Battery Swapping Station in Hong Kong,” Transportation Electrification Conference and Expo, 2015 IEEE, Jun. 2015.
[C8] T.H.Wu*, E.W.Y.Kwong, and G.K.H.Pang, “Bio-medical Application on Predicting Systolic Blood Pressure Using Neural Networks,” Big Data Computing Service and Applications (BigDataService), 2015 IEEE First International Conference on, Apr. 2015.
[C9] T.H.Wu*, G.K.H.Pang, and E.W.Y.Kwong, “Predicting Systolic Blood Pressure Using Machine Learning,” Information and Automation for Sustainability, 7th International Conference on, Dec. 2014.
[C10] V.Chan, T.H.Wu, and G.K.H.Pang. “Design intelligence of web application for Internet direct consumer-to-consumer trading”, Information Networking (ICOIN), 2015 International Conference on, Jan. 2015.
[C11] V.Chan, T.H.Wu, and G.K.H.Pang. “Decision Support and Data Mining for Direct Consumer-to-consumer Trading”, Internet Technology and Secured Transactions (ICITST), 2014 9th International Conference for, Dec. 2014.
* Corresponding Author
PATENTS | 专利
[P1] H. Wu, L. Zhang, X. Li, D. Wu, “Multi-swap station configuration optimization method based on guidance type feasible solution correction genetic algorithm,” CN202210715646, Sept. 9, 2022.
[P2] Z. Qiu, H. Wu, N. Wang, X. Li and Y. Li, “Charging station constrained scheduling optimization method, computer equipment and readable storage medium,” CN202210669347, Sept. 9, 2022.
[P3] L. Zhang, H. Wu, X. Li “Battery swap station constant volume analysis method and system, computer equipment and storage medium,” CN202111094609, Dec. 14, 2021.
RESEARCH GRANTS | 项目
Over RMB 3.6 million during the past three years as Principal Investigator, including the national level, local government level, and company cooperation.
[G1] National Grant, ****, RMB 500,000, Principal Investigator, Dec. 2021-Dec. 2022.
[G2] Shenzhen Gov., Overseas High-Caliber Personnel Fund, RMB 2,700,000, Principal Investigator, Jan. 2021-Dec. 2023.
[G3] SZU, Natural Science Foundation of Shenzhen University, RMB 20,000, Principal Investigator, Jan. 2020-Dec. 2021.
[G4] Company, ****, RMB 200,000, Principal Investigator, Jan. 2022-Dec. 2022.
[G5] Company, ****, Jan. 2022-Jun. 2022.
[G6] Company, ****, RMB 100,000, Principal Investigator, Jul. 2021-Dec. 2021.
* Confidential
AWARDS AND PRIZES | 获奖情况
· Best Paper Award for the conference paper: H. Manoharan, G. Pang and H. Wu, “Visualization of MRI Datasets for Anatomical Brain Segmentation by Pixel-level Analysis,” 2019 IEEE 10th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), Vancouver, Canada, 2019.
· Overseas High-Caliber Personnel (Level C) Award, Shenzhen Municipality (2019-2023)
· High-Level Talent in Nanshan District of Shenzhen, Nanshan Shenzhen (2019-2022)
· Postgraduate Scholarships, The University of Hong Kong (2014-2018)
UNIVERSITY COMMITTEES & ORGANIZATIONS | 所属组织
· Member, Undergraduate Admission Committee, Shenzhen University (2021-2023)
· Member, Library Committee, The University of Hong Kong (2016-2017)
· Chairman, Postgraduate Students Association, The University of Hong Kong (2017-2018)
· Vice President, Postgraduate Students Association, The University of Hong Kong (2015-2016)
· Chairman, Science and Technology Association, Nanjing University of Posts and Tele-communications (2011-2012)
