Name: Wei Yuan
Academic Title: Professor
Email: yuanwei@mail.hust.edu.cn
Research Interests:
Machine learning, information security
Education:
Ph. D degree, Communications and Information System, University of Science and Technology of China, 2006
Employment and Working Experience:
Professor, School of Electronic Information and Communications, Huazhong University of Science and Technology, 2016- present
Visiting scholar, University of Calgary, Canada, 09/2009-10/2009, 07/2010-08/2010, 11/2017-02/2018, 11/2017-02/2018
Visiting scholar, Microsoft Research Asia, 07/2012-12/2012
Visiting scholar, The Chinese University of Hong Kong, 02/2014-03/2014
Visiting scholar, The Hong Kong Polytechnic University, 07/2019-07/2019
Teaching:
Network Information Security, C Programming, Network Science, TCP/IP Protocol
Selected Publications:
[1] Heng Li, Shiyao Zhou, Wei Yuan (Corresponding Author), Xiapu Luo, Cuiying Gao, Shuiyan Chen, "Robust Android Malware Detection Against Adversarial Example Attacks", WWW 2021. (CCF A)
[2] Haoyang Li, Heng Li, Hansong Zhang, Wei Yuan (Corresponding Author), "Black-box attack against handwritten signature verification with region-restricted adversarial perturbations", Pattern Recognition, 2020.
[3] Minghui Cai, Yuan Jiang, Cuiying Gao, Heng Li, Wei Yuan (Corresponding Author), "Learning features from enhanced function call graphs for Android malware detection", Neurocomputing, 2020.
[4] Wei Yuan, Yuan Jiang, Heng Li, Minghui Cai, "A Lightweight On-device Detection Method for Android Malware", IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019.
[5] Heng Li, Shiyao Zhou, Wei Yuan (Corresponding Author), Henry Leung, "Adversarial-Example Attacks towards Android Malware Detection System", IEEE Systems Journal, 2019.
[6] Qi Zheng, Shujian Yu, Xinge You, Qinmu Peng, Wei Yuan, "Coarse-to-Fine Salient Object Detection with Low-Rank Matrix Recovery", Neurocomputing, 2019.
[7] Xinge You, Jiamiao Xu, Wei Yuan, Xiao-Yuan Jing, Dacheng Tao, Taiping Zhang, "Multi-view Common Component Discriminant Analysis for Cross-view Classification", Pattern Recognition, vol. 92, pp. 37-51, 2019.
[8] Yue Zhao, Xinge You, Shujian Yu, Chang Xu, Wei Yuan, Xiao-Yuan Jing, Taiping Zhang, Dacheng Tao: "Multi-view manifold learning with locality alignment". Pattern Recognition, vol. 78, pp. 154-161, 2018.
[9] Z. Jiang, W. Yuan (Corresponding Author), H. Leung, X. You and Q. Zheng, "Coalition Formation and Spectrum Sharing of Cooperative Spectrum Sensing Participants". IEEE Transactions on Cybernetics, 2017 .
[10] W. Yuan, J. Huang, Y. J. Zhang, "Competitive Charging Station Pricing for Plug-in Electric Vehicles"IEEE Transactions on Smart Grid, 2017.
[11] W. Yuan, X. You, J. Xu, H. Leung, T. Zhang, C. L. Philip Chen, "Multi-objective Optimization of Linear Cooperative Spectrum Sensing: Pareto Solutions and Refinement". IEEE Transactions on Cybernetics, vol. 46, no. 1, pp. 96-108, 2016.
[12] X. Chen, W. Yuan (Corresponding Author), W. Cheng and W. Liu, "Access Point Selection under QoS requirements in Variable Channel-width WLANs". IEEE Wireless Communications Letters , vol. 2, no. 1, pp. 114-117,2013.
[13] W. Yuan, P. Wang, W. Liu and W. Cheng, "Variable-width Channel Allocation for Access Points: A Game-theoretic Perspective", IEEE Transactions on Mobile Computing, vol. 12, no. 7, pp. 1428-1442, July 2013.
[14] W. Yuan, H. Leung, W. Cheng, S. Chen and B. Chen, "Participation in Repeated Cooperative Spectrum Sensing: A Game-theoretic Perspective", IEEE Transactions on Wireless Communications, vol. 11. no. 3, pp. 1000-1011, 2012 .
[15] W. Yuan, H. Leung, S. Chen, W. Cheng, "A Distributed Sensor Selection Mechanism for Cooperative Spectrum Sensing", IEEE Transactions on Signal Processing, vol. 59, no. 12, pp. 6033-6044, 2011 .
[16] W. Yuan, H. Leung, W. Cheng, S. Chen, "Optimizing Voting Rule for Cooperative Spectrum Sensing through Learning Automata", IEEE Transactions on Vehicular Technology, vol. 60, no. 7, pp. 3253 - 3264, 2011.
