袁巍 教授

2022-12-17 10:42:55

基本信息

  • 华中科技大学电子信息与通信学院教授(2016年起),博士生导师,国家防伪中心实验室主任。

  • 2006年毕业于中国科学技术大学,获得博士学位。1999年毕业于武汉大学,获得学士学位。

  • 2012年入选微软亚洲研究院青年教师“铸星计划”和武汉市青年科技人才“晨光计划”。

  • 在IEEE TMC, IEEE TSP等国际期刊和USENIX Security, CCS, WWW, IJCAI等学术会议上发表多篇论文。

  • 主持国家自然科学基金、863项目和国家科技支撑计划等多个国家项目和课题。

  • 承担“网络信息安全”,“C程序设计”,“网络科学”和“TCP/IP网络协议”等课程的教学工作。         


研究方向     

  • 机器学习应用

  • 信息安全

                                                                     

硕士研究生招生方向 (招收学术/专业硕士,有意者请直接与我联系 yuanwei@mail.hust.edu.cn)      

  • 机器学习应用

    视频动作分析、表面缺陷检测...

  • 信息安全

    对抗样本攻防、恶意软件检测、加密流量分析...

   

博士生招生方向 (招收学术/专业博士,有意者请直接与我联系 yuanwei@mail.hust.edu.cn)    

  • 深度学习在信息安全领域中的应用 

    物理对抗样本攻击与防御、恶意软件检测、网站指纹攻击与防御、APT攻击与防御


项目与合作      

  • 国家纵向课题:机器学习在网络安全中的应用(2022-2023)

  • 国家纵向课题:机器学习在网络安全中的应用(2021-2021)

  • 国家纵向课题:机器学习在网络安全中的应用(2020-2020)

  • 某省电信公司:声纹识别算法优化(2022-2023)

  • 中船某研究所:基于深度学习的分组密码分析方法研究(2022-2023)

  • 上海某科技公司:幼儿体育动作智能评估系统(2020-2021)

  • 某省电信公司:图像超分辨重构(2019-2019)

  • 江苏某科技公司:车标表面缺陷检测系统(2021)

  • 广东某科技公司:电感/电容芯片缺陷检测算法(2020)

  • 武汉某科技公司:电池片缺陷检测软件(2020)

  • 国家自科基金面上项目:移动群智感知组异常行为检测研究(2016-2019)

  • 国家自科基金青年项目:耦合约束下非合作无线网络协调机制研究 (2014-2016)

  • 国家科技支撑计划项目课题:综合防伪关键技术研究及系统应用开发 (2013-2015)

  • 国家863项目子课题:嵌入式RFID中间件研究与开发 (2007-2009)

  • 武汉市科技局项目:基于物联网的智能应急疏散关键技术研究 (2015-2016)

  • 武汉市科技局项目:面向网络性能优化的非合作无线网络协调机制研究 (2013-2015)


主要论文     

[1] Heng Li,Zhang Cheng,Bang Wu,Liheng Yuan,Cuiying Gao,Wei Yuan*,Xiapu Luo,Black-box Adversarial Example Attack towards FCG Based Android Malware Detection under Incomplete Feature InformationUSENIX Security 2023. (CCF A,安全顶会)

[2] Liheng Yuan, Heng Li, Beihao Xia, Cuiying Gao, Mingyue Liu, Wei Yuan*, Xinge You, Recent Advances in Concept Drift Adaptation Methods for Deep Learning, IJCAI,2022. (CCF A)

[3] Kaifa Zhao,Hao Zhou,Yulin Zhu,Xian Zhan,Kai Zhou,Jianfeng Li,Le Yu,Wei Yuan,Xiapu Luo,Structural Attack against Graph Based Android Malware Detection, CCS,2021. (CCF A,安全顶会)

[4] Heng Li, Shiyao Zhou, Wei Yuan*, Xiapu Luo, Cuiying Gao, Shuiyan Chen, Robust Android Malware Detection Against Adversarial Example Attacks, WWW,2021. (CCF A)

[5] Zichao Hu, Heng Li, Liheng Yuan, Zhang Cheng, Wei Yuan*,Ming Zhu,Model Scheduling and Sample Selection for Ensemble Adversarial Example Attacks, Pattern Recognition, 2022. (中科院JCR 1区

[6] 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, 2021. (中科院JCR 1区

[7] Haoyang Li, Heng Li, Hansong Zhang, Wei Yuan*, Black-box attack against handwritten signature verification with region-restricted adversarial perturbations, Pattern Recognition, 2020. (中科院JCR 1区

[8] Minghui Cai, Yuan Jiang, Cuiying Gao, Heng Li, Wei Yuan*, Learning features from enhanced function call graphs for Android malware detection, Neurocomputing, 2020. 

[9] Heng Li, Shiyao Zhou, Wei Yuan*, Henry Leung, Adversarial-Example Attacks toward Android Malware Detection System, IEEE Systems Journal, 2019. (中国科协国外高质量科技期刊)

[10] Zhensheng Jiang, Wei Yuan*, Henry Leung, Xinge You and Qi Zheng, Coalition Formation and Spectrum Sharing of Cooperative Spectrum Sensing ParticipantsIEEE Transactions on Cybernetics, 2017 . (中科院JCR 1区

[11] Wei Yuan, Jianwei Huang, YingJun Zhang, Competitive Charging Station Pricing for Plug-in Electric Vehicles,IEEE Transactions on Smart Grid, 2017. (中科院JCR 1区

[12] Wei Yuan, Xinge You, Jing Xu, Henry Leung, Tianhang Zhang, C. L. Philip Chen, Multi-objective Optimization of Linear Cooperative Spectrum Sensing: Pareto Solutions and Refinement, IEEE Transactions on Cybernetics, 2016. (中科院JCR 1区) 

[13] Xiaohui Chen, Wei Yuan*, Wenqing Cheng and Wei Liu, Access Point Selection under QoS requirements in Variable Channel-width WLANs, IEEE Wireless Communications Letters,2013. (中国科协国外高质量科技期刊

[14] Wei Yuan, Ping Wang, Wei Liu and Wenqing Cheng, Variable-width Channel Allocation for Access Points: A Game-theoretic Perspective, IEEE Transactions on Mobile Computing, 2013. (CCF A

[15] Wei Yuan, Henry Leung, Wenqing Cheng, Siyue Chen and Bokan Chen, Participation in Repeated Cooperative Spectrum Sensing: A Game-theoretic Perspective, IEEE Transactions on Wireless Communications, 2012. (中科院JCR 1区) 

[16] Wei Yuan, Henry Leung, Siyue Chen, Wenqing Cheng, A Distributed Sensor Selection Mechanism for Cooperative Spectrum Sensing, IEEE Transactions on Signal Processing,2011. (中科院JCR 1区

[17] Wei Yuan, Henry Leung, Wenqing Cheng, Siyue Chen, Optimizing Voting Rule for Cooperative Spectrum Sensing through Learning Automata, IEEE Transactions on Vehicular Technology, 2011. (中国科协国外高质量科技期刊

[18]Beihao Xia, Conghao Wong, Qinmu Peng, Wei Yuan, Xinge You, CSCNet: Contextual semantic consistency network for trajectory prediction in crowded spaces, Pattern Recognition, 2022. (中科院JCR 1区

[19]Conghao Wong, Beihao Xia, Ziming Hong, Qinmu Peng, Wei Yuan, Qiong Cao, Yibo Yang, Xinge YOU, View Vertically: A Hierarchical Network for Trajectory Prediction via Fourier Spectrums, ECCV, 2022. (CV顶会)

[20]Shiming Chen, Peng Zhang, Guo-Sen Xie, Qinmu Peng, Zehong Cao, Wei Yuan, Xinge You, Kernelized Similarity Learning and Embedding for Dynamic Texture Synthesis, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022. (中科院JCR 1区

[21] 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. (中科院JCR 1区) 

[22] 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, 2018. (中科院JCR 1区


学术交流      

  • 访问学者, 加拿大卡尔加里大学, 09/2009-10/2009

  • 访问学者, 加拿大卡尔加里大学, 07/2010-08/2010

  • 访问学者, 加拿大卡尔加里大学, 11/2017-02/2018

  • 访问学者, 微软亚洲研究院(MSRA), 07/2012-12/2012

  • 访问学者, 香港中文大学, 02/2014-03/2014

  • 访问学者,香港理工大学,07/2019-07/2019