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高艺平

电　　话

邮　　箱gaoyiping@hust.edu.cn

办公地点威廉希尔东楼B232

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个人简介

高艺平，男，博士，2014年获华中科技大学学士学位，2021年获华中科技大学博士学位，现于数字制造装备与技术国家重点实验室从事相关科研工作，先后以第一作者身份发表SCI论文7篇。
入站时间：2021年6月
所属团队：运筹与优化团队
合作导师：高亮教授

研究方向

深度学习方法及其在缺陷识别、故障诊断中的应用

开设课程

科研项目

论文专著与专利

论文： 
[1] Gao Yiping, Gao Liang, Li Xinyu* and Yan Xuguo. A semi-supervised convolutional neural network-based method for steel surface defect recognition. Robotics and Computer-Integrated Manufacturing, 2020, 61: 101825. (ESI高被引)
[2] Gao Yiping, Gao Liang, Li Xinyu* and Zheng Yuwei. A zero-shot learning method for fault diagnosis under unknown working loads. Journal of Intelligent Manufacturing, 2020, 31(4): 899-909. (ESI高被引)
[3] Gao Yiping, Li Xinyu, Gao Liang*. A Deep Lifelong Learning Method for Digital-Twin Driven Defect Recognition with Novel Classes. ASME Journal of Computing and Information Science in Engineering, 2021, 21(3): 031004.
[4] Gao Yiping, Gao Liang, Li Xinyu*. A generative adversarial network-based deep learning method for low-quality defect image reconstruction and recognition. IEEE Transactions on Industrial Informatics, 2021, 17(5): 33231-3240. 
[5] Gao Yiping, Gao Liang, Li Xinyu*. A multilevel information fusion-based deep learning method for vision-based defect recognition. IEEE Transactions on Instrumentation and Measurement, 2020, 69(7): 3980-3991.
[6] Gao Yiping, Li Xinyu, Gao Liang*. Discriminative stacked autoencoder for feature representation and classification. Science China Information Sciences, 2020, 63(2): 120111. 
[7] Gao Yiping, Li Xinyu, Wang Vincent Xi, Wang Lihui, Gao Liang*. A Review on Recent Advances in Vision-based Defect Recognition towards Industrial Intelligence, 2021. Journal of Manufacturing Systems. DOI: 10.1016/j.jmsy.2021.05.008
[8] 高艺平, 李新宇, 高亮. 基于卷积收缩自编码器的半监督缺陷识别方法. 华中科技大学学报（自然科学版）. 
[9] Gao Yiping, Gao Liang, Li Xinyu*. A Hierarchical Feature Fusion-based Method for Defect Recognition with a Small Sample. 2019 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM). IEEE, 2019: 1048-1052. 
[10] Gao Yiping, Gao Liang, Li Xinyu*. A New Semi-Supervised Deep Learning Approach for Intelligent Defects Recognition. 2020 IEEE International Conference on Networking, Sensing and Control (ICNSC), 2020.

荣誉获奖

[1] 2021第四届智能优化与调度学术会议优秀论文一等奖
[2] 2019年PHM亚太学术论坛工业大数据竞赛二等奖

威廉希尔williamhill_英国威廉希尔公司-中文官网

师资队伍

高艺平

个人简介

研究方向

开设课程

科研项目

论文专著与专利

荣誉获奖

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