Professional Title / Position：Professor
Research Direction：Computer Vision, Pattern Recognition, Machine Learning
Team：Multimodal and Brain-Inspired Intelligent Computing
Tel：
Email：hwyu@scut.edu.cn
Biography：
I received my B.S. and M.S. degree at Xi’an Jiaotong University in 1989 and 1992 respectively, and my PhD at South China University of Technology in 2004. In 2008 and 2016, I went to the US as a visiting scholar at Columbia University and the University of Florida. I have engaged in research in artificial intelligence and wireless network technologies for many years. I have led and completed projects funded by the National Natural Science Foundation of China, the Natural Science Foundation of Guangdong Province, and Industry-University-Research Collaboration Project of Guangdong Province and Ministry of Education of China, the Guangdong Provincial Science and Technology Program, the Guangzhou Key Research and Development Program Major Science and Technology Project, the Fundamental Research Funds for the Central Universities Key Project, as well as several projects in the field of information technology from enterprises. I have published over 80 papers in important academic journals or international conferences, of which 36 are indexed by SCI or EI. I have been granted 7 invention patents and obtained 32 computer software copyrights. In 2014, I received the Seventh Guangdong Education Teaching Achievement (Higher Education) First Prize, and in 2023, I was awarded the Second Prize in the Guangdong Division of the Third National College Teachers Teaching Innovation Competition. In the same year, I was selected for the "2022-2023 Outstanding Teacher Award Program for Computer Science Majors in Higher Education Institutions" by the Computer Science Teaching Advisory Committee of the Ministry of Education, China.
Education：
1985.9-1989.7 Xi’an Jiaotong University Bachelor
1989.9-1992.6 Xi’an Jiaotong University Master
2000.9-2004.6 South China University of Technology Ph.D
Work Experience：
1992.7-2005.6 Research Institute of Computer Application, South China University of Technology, Senior Engineer
2008.10-2009.11 Columbia University , visiting scholar
2016.10-2017.10 University of Florida , visiting scholar
2005.7-now School of Computer Science and Engineering, South China University of Technology, Professor
Course：
Digital Logic, Linux Operating System, Java Programming, Computer Professional English
Projects：
National Natural Science Foundation of China, "Research on Handover Algorithms for Mobile Internet Based on Mobile IPv6", Project No.: 61070179, Jan 2011 - Dec 2013, Project Leader
Natural Science Foundation of Guangdong Province, "Research on Heterogeneous Wireless Network Access Control Methods for User Personalized Services in Next-Generation Mobile Internet", Project No.: 2023A1515012894, Jan 2023 - Dec 2023, Project Leader
Guangdong Provincial Science and Technology Program Industrial Research Project, "Fast Handover Technology for Mobile Internet Based on Proxy Mobile IPv6", Project No.: 2013B010401006, Oct 2014 - Sep 2016, Project Leader
Industry-University-Research Collaboration Project of Guangdong Province and Ministry of Education of China, "High-End Portable DVR with IoT Functionality", Project No.: 2012B091100445, Dec 2012 - Dec 2015, Project Leader
Guangdong Provincial Science and Technology Program Industrial Research Project, "Research on Routing Optimization Technology for Mobile Internet Based on IPv6", Project No.: 2008B010200036, Dec 2008 - Dec 2011, Project Leader
Guangdong Provincial Science and Technology Program Industrial Research Project, "Research on Handover Management Technology for Wireless Internet Based on Mobile IPv6", Project No.: 2006A10101004, Oct 2006 - Dec 2008, Project Leader
Guangzhou Science and Technology Program Scientific Research Project, "Fast Handover Technology for Mobile Internet Based on PMIPv6", Project No.: 2014J4100019, Mar 2014 - Mar 2017, Project Leader
Guangzhou Key R&D Program Major AI Science and Technology Project, "An AI Application Framework for the Last Mile of Refined Urban Governance", Project No.: 2023B01J0002, Apr 2023 - Mar 2026, SCUT Lead Investigator
Guangzhou Major Industry-University-Research Collaborative Innovation Project (Industrial Technology Research Topic), "Nomadic Multimedia Access Gateway Based on 4G LTE Networks", Project No.: 201604010001, Apr 2015 - Apr 2018, SCUT Lead Investigator
Natural Science Foundation of Guangdong Province, "Research on Synchronization and Coding Schemes for OFDM Systems in Broadband Wireless Access", Project No.: 05300247, Jan 2006 - Dec 2007, Project Leader
Natural Science Foundation of Guangdong Province, "Research on Key Technologies for Access Selection in Heterogeneous Wireless Networks Oriented to User Personalized Service Requirements", Project No.: 2020A151501996, Sep 2020 - Aug 2023, SCUT Lead Investigator
Natural Science Foundation of Guangdong Province, "Research on Key Technologies for Resource Allocation in Heterogeneous Wireless Network Access Selection", Project No.: 2017A030307035, Sep 2017 - Aug 2020, SCUT Lead Investigator
Guangdong Provincial Science and Technology Program Industrial Research Project, "Application Research of OFDM in Broadband Wireless Access Systems", Project No.: 20052090001, Jan 2006 - Dec 2007, SCUT Lead Investigator
Publications：
Hewei Yu，Jiayi Chen. Towards robust long-tailed recognition: A class-balanced loss based on example forgetting. Mathematical Foundations of Computing. 2025.8，doi:10.3934/mfc. 2025028
Hewei Yu, Renfeng Yang, Jingxi Yu. Mutual encoder-decoder with bi-gated convolution for image inpainting. Journal of Electronic Imaging. Jan. 2024，Vol. 33(1)：1-16
Yu,Hewei; Chen,Lihua; Yu,Jingxi. Network Selection Algorithm Based on Chi-Square Distance in Heterogeneous Wireless Networks. Wireless Personal Commun. v 111, n 3, 2020：1625-1643
He-Wei Yu , Biao Zhang. A Hybrid MADM Algorithm Based on Attribute Weight and Utility Value for Heterogeneous Network Selection. Journal of Network and Systems Management. v 27, n 3, 2019：756-783
He-Wei Yu , Biao Zhang. A Heterogeneous Network Selection Algorithm Based on Network Attribute and User Preference. Ad Hoc Networks , 2018 , 72 :68-80
Hewei Yu, Ming Tao. Fast Handover in Hierarchical Mobile IPv6 Based on Motion Pattern Detection of Mobile Node. Wireless Personal Commun. v 61, n 2, p 303-321, November 2011
Hewei Yu, Pengfei Shi. A Novel Deep Ensemble Framework for Online Signature Verification Using Temporal and Spatial Representation. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v 14252 LNCS, p 534-549, 2023
Hewei Yu, Zhuoheng Li, Yanhua Mou. Human Pose Estimation Based on Multi-Level Feature Fusion. 2024 lEEE 8th International Conference on Vision, lmage and Signal Processing (lCVlSP). 27-29 Dec. 2024, Kunming, China. 2024, pp. 1-6
Hewei Yu, Tianyi Duan. Negative Bidirectional Distillation Model based on Self-Supervised Learning. 2024 IEEE Smart World Congress (SWC).2-7 Dec. 2024, Denarau Island, Fiji.
Yu, Hewei; Guo, Meiyuan; Yu, Jingxi. A Novel Heterogeneous Wireless Network Selection Algorithm Based on INFAHP and IGRA. Journal of Interconnection Networks, v 20, n 3, September 2020
Yu, Hewei ; Li, Ziliang. Handover Algorithm to Avoid Duplication Authentication Within or Between Proxy Mobile IPv6 Domains. International Journal of Interdisciplinary Telecommunications and Networking, v 11, n 3, p 1-10, 2019
Yu,Hewei; Ma,Yanan; Yu,Jingxi. Network Selection Algorithm for Multiservice Multimode Terminals in Heterogeneous Wireless Networks. IEEE Access, vol. 7, pp. 46240-46260, 2019. 01 April 2019
Gen Liang, Hewei Yu. Network selection algorithm for heterogeneous wireless networks based on service characteristics and user preferences. EURASIP Journal on Wireless Communications and Networking. v 2018, n 1, pp 1-16，2018
Hewei Yu，Meiling Zhou. Improved Handover Algorithm to Avoid Duplication AAA Authentication in Proxy MIPV6. International Journal of Computer Networks & Communications (IJCNC) Vol.10, No.3, May 2018：75-85
Hewei Yu, Zhihao Bin. A Routing Protocol of Vehicular Heterogeneous Network based on Dijkstra Algorithm. Proceedings of the 2016 International conference on Automotive Engineering, Mechanical and Electrical Engineering(AEMEE 2016), Hong Kong, China, 9-11 December 2016 :115-118
Yu, Hewei; Liang, Gen; Qin, Yong. Multiple Link Access and Dynamic Resource Allocation Algorithm in Heterogeneous Wireless Networks. Journal of Electronics and Information Technology, v 39, n 4, p 817-824, 2017
Hewei Yu, Jianpeng Yin. Wireless network selection algorithm based on independence of influence factors of QoS. Proceedings of the 7th International Conference on Computing Communication and Networking Technologies. ICCCNT '16. July 06-08, 2016, Dallas, TX, USA
Hewei Yu, Ni Nie. A Novel Access Network Selection Algorithm for Heterogeneous Wireless Environment Based on Multiple Attributes. Journal of Information and Computational Science . 2015 Vol. 12 (18) : 6905- 6916
Hewei Yu, Ni Nie, Ruilin Weng ,Gen Liang. An algorithm of regression prediction for RSS based on SVM with granulating information. The First International Conference on Wireless Communications and Computing Networks, WCCN2015. August 14-15, 2015, Shanghai, China
Tao, Ming, Yu, Hewei. A smooth handover scheme for fast-moving users in mobile IPv6 networks. Wireless Personal Communications, v 60, n 4, p 649-664, October 2011
Awards：
Been selected for the "2022-2023 Outstanding Teacher Award Program for Computer Science Majors in Higher Education Institutions" by the Computer Science Teaching Advisory Committee of the Ministry of Education, China, 2023.12
Awarded the Second Prize in the Guangdong Division of the Third National College Teachers Teaching Innovation Competition, 2023.4
Awarded the Seventh Guangdong Education Teaching Achievement (Higher Education) First Prize, 2014.6
