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Yuhewei

ProfessorSupervisor of Master and Doctoral Candidates,

Tel:

Email: hwyu@scut.edu.cn

Department: School of Computer Science and Engineering

Office Location:

Research Interests: Computer Vision, Michine Leaning

Biography

Yu Hewei

Professor and Doctoral Supervisor, South China University of Technology
He has long been engaged in the research of artificial intelligence and wireless network technology. He has presided over the research work of projects including the National Natural Science Foundation of China, the Natural Science Foundation of Guangdong Province, the Industry-University-Research Cooperation Project of Guangdong Province and the Ministry of Education, the Science and Technology Planning Project of Guangdong Province, the Major Science and Technology Special Project of the Key R&D Program of Guangzhou, the Key Project of Basic Scientific Research Funds for Central Universities, and several horizontal projects in the information field.
He has proposed a series of innovative models and algorithms, such as the MoE model based on convolutional filter decomposition, the negative bidirectional distillation model based on self-supervision, the dynamic signature verification algorithm based on multi-modal feature fusion, the wireless network selection algorithm based on utility function, normal fuzzy number and collaboration theory, the optimized handover algorithm in IPv6-based mobile Internet, and the symmetric conjugate synchronization algorithm in multi-carrier communication. He also participated in the development of the on-board DVR system.
He has published more than 80 papers in important domestic and international academic journals or international conferences, including Ad Hoc NetworkJournal of Electronic ImagingWireless Personal CommunicationsEURASIP Journal on Wireless Communications and NetworkingComputer CommunicationsJournal on Communications (Tongxin Xuebao), Journal of Electronics & Information Technology (Dianzi yu Xinxi Xuebao), etc. Among these papers, 36 have been indexed by SCI or EI. He has obtained 7 authorized invention patents and 32 computer software copyrights, and has supervised more than 40 graduate students.
In 2014, he won the First Prize of the 7th Guangdong Education and Teaching Achievement (Higher Education). In 2023, he won the Second Prize of the Guangdong Division of the 3rd National University Teachers' Teaching Innovation Competition, and in the same year, he was selected into the 2022-2023 Excellent Teachers Award Program for Computer Majors in Universities by the Teaching Steering Committee for Computer Majors in Institutions of Higher Education under the Ministry of Education.


Education

Admission Information

WorkExperience

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Selected Publications

  • Hewei Yu,Jiayi Chen,Towards robust long-tailed recognition: A class-balanced loss based on example forgetting,Mathematical Foundations of Computing,2025.8
  • Yu, Hewei;Yang, Renfeng;Yu, Jingxi,Mutual encoder-decoder with bi-gated convolution for image inpainting,Journal of Electronic Imaging,2024
  • Yu,Hewei; Chen,Lihua; Yu,Jingxi,Network Selection Algorithm Based on Chi-Square Distance in Heterogeneous Wireless Networks,Wireless Personal Commun.,April 1, 2020
  • Hewei Yu,Tianyi Duan,Negative Bidirectional Distillation Model based on Self-Supervised Learning,2024 IEEE Smart World Congress,2024.12.2
  • Yu, Hewei;Shi, Pengfei,A Novel Deep Ensemble Framework for Online Signature Verification Using Temporal and Spatial Representation,2023
  • Yu, He-Wei;Zhang, Biao,A heterogeneous network selection algorithm based on network attribute and user preference,Ad Hoc Networks,2018
  • Yu, He-Wei;Zhang, Biao,A Hybrid MADM Algorithm Based on Attribute Weight and Utility Value for Heterogeneous Network Selection,Journal of Network and Systems Management,2019
  • Yu, Hewei;Liang, Gen;Qin, Yong,Multiple Link Access and Dynamic Resource Allocation Algorithm in Heterogeneous Wireless Networks,JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY,2017
  • Yu, Hewei;ma, Yanan;Yu, Jingxi,Network Selection Algorithm for Multiservice Multimode Terminals in Heterogeneous Wireless Networks,IEEE Access,2019
  • Yu, Hewei;Li, Ziliang,Handover algorithm to avoid duplication authentication within or between proxy mobile IPV6 domains,International Journal of Interdisciplinary Telecommunications and Networking,2019
  • Yu, Hewei*;Guo, Meiyuan;Yu, Jingxi,A Novel Heterogeneous Wireless Network Selection Algorithm Based on INFAHP and IGRA,Journal of Interconnection Networks,2020
  • Hewei Yu, Meiling Zhou,Improved Handover Algorithm for Proxy MIPv6 Based on AAA Server,4th International Conference on Networks & Communications(NCOM 2018),February 17-18, 2018
  • Shu, Shiqiang;Yu, Hewei*;Yu, Jingxi,A Novel Video Understanding Network Based on Poolformer and Transformer,2023
  • Liang, Gen;Yu, Hewei;Guo, Xiaoxue;Qin, Yong,Joint Access Selection and Bandwidth Allocation Algorithm Supporting User Requirements and Preferences in Heterogeneous Wireless Networks,IEEE Access,2019
  • 俞鹤伟;梁根;秦勇,异构无线网络多链路接入动态资源分配算法,电子与信息学报,2017
  • Yu, Hewei;Yin, Jianpeng,Wireless network selection algorithm based on independence of influence factors of QoS,2016
  • Hewei Yu;Ni Nie;Ruilin Weng;Gen Liang,An Algorithm of Regression Prediction for RSS Based on SVM with Granulating Information,Electrical and Control Engineering & Materials Science and Manufacturing,2016
  • Ji Qiujia;Yu Hewei;Chen Haichao,A Smart Android Based Remote Monitoring System,2015
  • 梁根;俞鹤伟;孙立民;秦勇,支持QoS的多链路最少变换动态带宽分配算法,通信学报,2015
  • Gong Yujing;Yu Hewei,Testing for Handover Performance based on Android Intelligent Mobile Equipment,2015
  • Zhou Xiancheng;Yu Hewei,A Novel Multimedia Player based on Embedded System,2014
  • Yu Hewei;Xu Xiaoyang,Research of Fast handover technique of Mobile IPv6,2011
  • Tao, Ming;Yu, He-Wei,Adaptive capacity control routing protocol for multiple sensing tasks in wireless sensor networks,Journal of Jilin University (Engineering and Technology Edition),2011
  • Tao Ming;Yu Hewei,A Smooth Handover Scheme for Fast-Moving Users in Mobile IPv6 Networks,Wireless Personal Communications,2011
  • Wang, Bi;Yu, Hewei,An improved ant colony optimization algorithm for the vehicle routing problems with time windows,2010
  • He, Zhi-Dong;Yu, He-Wei;Tao, Ming,QoS unicast routing based on real-coded genetic algorithm,2010
  • Le, Lv;Hewei, Yu,A new method for evaluating node importance in complex networks based on data field theory,2010
  • Yu Hewei;Maxemchuk Nicholas,Improving QoE using a Novel Multipath Routing based on Source and Intermediate Node Forwarding,2010
  • Tao Ming;Yu Hewei,A SMOOTH HANDOFF SCHEME BASED ON MSCTP FOR SPEED-AWARE APPLICATION IN MOBILE IPV6,2009
  • Yang Junlong;Yu Hewei,OPTIMIZING MULTI-PATH ROUTING BY AVOIDING KEY NODES,2009

Achievements

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Software achievement