电子信息工程学院
School of electronic information engineering

何志敏

2019-04-09

微信截图_20190409163754

姓名:何志敏

职称:副教授

学位(学历):博士

1、学习经历:

2010.09~2015.07:华南理工大学,计算机应用技术(硕博连读),获博士学位;

     2006.09~2010.07华南理工大学,软件工程,获学士学位

2、工作经历:

201612~至今,佛山科学技术学院。

20157~201612月,华南农业大学。

3、研究方向:

人工智能,对抗学习,量子机器学习

4、科研项目:

近年来主要围绕着机器学习、对抗学习和量子机器学习等方面展开研究,主持国家自然科学基金青年基金项目1项,主持广东省教育厅重点平台和科研项目青年创新人才类项目1项。参与国家自然科学基金4项。

5、科研成果:

     先后在《Information Sciences》、《Quantum Information
Processing
》、《
European Physical Journal Plus》、《International Journal of Machine Learning and Cybernetics》等国际权威期刊和会议以第一作者或通讯作者发表学术论文16篇,其中:SCI索引8篇, EI索引8篇。申请发明专利2项。

主要论文:

[1]     Zhimin He, Lvzhou Li,
Shenggen Zheng, Zhiming Huang, Haozhen Situ, A conditional generative model based
on quantum circuit and classical optimization, International Journal of
Theoretical Physics, 2019
SCI

[2]     Zhimin He, Lvzhou Li, Zhiming Huang, Haozhen Situ, Quantum-enhanced
feature selection with forward aselection and backward elimination,
Quantum Information Processing, 2018,
17(7): 154-164 (
SCI)

[3]     Zhimin He, Zhiming Huang,
Lvzhou Li, Haozhen Situ. Coherence evolution in two-dimensional quantum walk on
lattices.
International Journal of
Quantum Information
, 2018(SCI).

[4]     Zhimin He, Zhiming Huang, Lvzhou Li, Haozhen Situ. Coherence of
one-dimensional quantum walk on cycles.
Quantum
Information Processing
.
16(11): 271, 2017  (SCI).

[5]     Zhimin He, Zhiming Huang, Haozhen Situ, Dynamics of quantum coherence in
two-dimensional quantum walk on finite lattices,
European Physical Journal Plus, 132(7), 299, 2017  (SCI).

[6]     Zhi-Min He, Haozhen Situ, Yan Zhou, Jinhai Wang, Fei Zhang, Meikang Qiu,
A Fast Security Evaluation of Support Vector Machine against Evasion Attack,
IEEE
International Conference on Intelligent Data and Security
, Omaha, USA, 2018 (EI)

[7]     Patrick P. K. Chan, Zhimin
He*,
Hongjiang Li, Chien-Chang Hsu. Data sanitization against
adversarial label contamination based on data complexity.
International Journal of Machine Learning and Cybernetics, 2018 (SCI)

[8]     Anyan Su,Zhimin He*,
Junjian Su, Yan Zhou, Yun Fan, Yuan Kong, Detection of Tax Arrears Based on
Ensemble Leaering Model,
IEEE
International Conference on Wavelet Analysis and Pattern Recognition
, 2018 (EI)

[9]     Patrick P. K. Chan, Zhimin
He*,
Hongjiang Li, Chien-Chang Hsu. Data sanitization against adversarial label
contamination based on data complexity
. International Journal of Machine Learning and Cybernetics,
2018 (
SCI)

[10] Zhimin He*, Junjian Su, Manzan Hu, Gangren Wen, Shilin Xu, Fei Zhang, Robust support vector machines against evasion
attacks by random generated malicious samples
, IEEE International Conference on Wavelet Analysis
and Pattern Recognition
,
pp. 243-247, 2017(
EI)

[11] Juan Zheng, Zhimin
He*
, Zhe Lin. Hybrid adversarial sample crafting for
black-box evasion attack
, IEEE International
Conference onWavelet Analysis and Pattern Recognition
, pp. 236-242, 2017(EI)

[12] Fengzhi Luo; Patrick P. K. Chan; Zhe Lin; Zhimin He*. Improving robustness of stacked auto-encoder
against evasion attack based on weight evenness
. IEEE International Conference onWavelet
Analysis and Pattern Recognition
, pp. 230-235, 2017(EI)

[13] Ming Tao, Mianxiong Dong, Kaoru Ota, Zhimin He, Multiobjective Network Opportunistic Access for
Group Mobility in Mobile Internet,
IEEE
Systems Journal
, 2016, 99:1-10.  (SCI)

[14] Weiwen Liu, Zhimin He,
Smart video access control system with hybrid features in complicated
environment,
IEEE International
Conference on Wavelet Analysis and Pattern Recognition
, Jeju Island, 2016.
(
EI)

[15] Zhimin He, Patrick P. K. Chan, Daniel S. Yeung, Witold Pedrycz, Wing W.
Y. Ng, Quantification of Side-Channel Information Leaks Based on Data
Complexity Measures for Web Browsing,
International
Journal of Machine Learning and Cybernetics
, 6(4):
607-619, 2015.
  (SCI)

[16] Battista Biggio, Igino Corona, Zhimin He, Patrick P. K. Chan, Giorgio Giacinto, Daniel S.
Yeung, Fabio Roli, One-and-a-half-class Multiple Classifier Systems for Secure
Learning against Evasion Attacks,
Multiple
Classifier Systems
, Germany, 2015.  (EI)

[17] Wing W. Y. Ng, Zhimin
He*
, Daniel S. Yeung, Patrick P. K. Chan, Steganalysis classifier training via
minimizing sensitivity for different imaging sources
, Information Sciences, 281: 211-224,
2014.
  (SCI)

6. 指导学生获奖及项目

[1]     指导本科二年级学生苏安艳以第一作者身份发表EI检索论文:Detection of Tax Arrears Based on Ensemble Leaering ModelInternational
Conference on Wavelet Analysis and Pattern Recognition
2018

[2]     2019广东省大学生“攀登计划”,基于计算机视觉与自然语言处理的时尚图片导购文字智能生成模型,徐石林、苏俊健、许玥等,项目经费2万元

[3]     2019年佛山科学技术学院学术基金(重点项目),基于图像识别与自然语言处理的时尚图片智能评论模型,1万元,徐石林、苏俊健、钟良生等

[4]     2019年“互联网+”大学生创新创业,智能导购文字生成模型,校级二等奖,智能导购文字生成模型等

[5]     2019年实验室开放创新基金立项项目(重点项目),基于卷积神经网络和循环神经网络的服装图片导购文字生成模型,许玥,钟良生,苏俊健等,项目经费0.3万元

[6]     第九届蓝桥杯大赛软件省赛C/C++程序设计大学B组,省级三等奖,胡晋武

[7]     申请发明专利《一种基于导航系统的交通灯倒计时预测方法》,苏俊健、许玥、黄丽虹、胡晋武、赵婉玲,2018

[8]     申请发明专利《一种具有速度推荐的导航系统》,苏黄丽虹、许玥苏俊健胡晋武赵婉玲,2018

[9]     2017年我行我数”第二届广东大中专学生大数据应用创新大赛省级优秀奖,基于网络招聘信息的分析与挖掘,胡晋等

[10] 2019年佛山科学技术学院学术基金(一般项目),基于app的摆脱手机控制软件(自由)的开发研究,0.25万元,叶松鑫、陈赛军、杨泽铭等

[11] 2018年佛山科学技术学院学术基金(一般项目),基于汽车定位信息的交通灯倒计时预测算法研究及应用,0.25万元,黄丽虹、赵婉玲、胡晋武等

[12] 2018年佛山科学技术学院学术基金(一般项目),基于php的快速搭建SPA开发架构的框架设计与开发,0.25万元,叶松鑫、马灏辉、何子安等

[13] 2017年佛山科学技术学院学术基金(一般项目),基于生成对抗网络的音乐生成,0.25万元,苏安艳等

[14] 2017年佛山科学技术学院实验室开放创新基金,在线对抗模式下毒化攻击防御措施及其在垃圾信息过滤系统中的应用,苏俊健等

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