出生年月：1993.10

职称：讲师

学科：智能科学与技术/电子信息

研究方向：

人工智能、计算机视觉、数字图像取证

联系电话：13419518966

电子邮箱：guozy@cqust.edu.cn

个人简介

武汉大学工学博士，西南大学博士后，香港城市大学客座研究员，中国图象图形学学会数字媒体取证与安全专委会委员，IEEE-IARCE 2025国际会议Award Chair。主持重庆市教委科学技术研究项目、重庆市博士后国际交流培养计划资助项目等省部级项目3项、横向项目1项，参与国家重点研发计划、国家自然基金项目等课题多项，发表SCI论文30余篇，其中第一作者/通讯作者10余篇, 申请发明专利十余项(已授权1项)，获第50届日内瓦国际发明展铜奖、第四届亚洲创新发明展(香港)银奖、，担任IEEE TCSVT、IEEE TIFS、IEEE TASE、EAAI、KBS、ASOC等十余个SCI期刊审稿人。主要研究方向为人工智能、计算机视觉、数字图像取证。欢迎各位同学报考我的研究生！

科研情况：主持3项省部级项目和1项横向课题，参与多项国家级项目，发表SCI论文30余篇，申请发明专利10余项，获第50届日内瓦国际发明展铜奖、第四届亚洲创新发明展(香港)银奖。

教学情况：承担《计算机体系结构》课程。

工作及学习简历

2025.08-至今，重庆科技大学，计算机科学与工程学院(人工智能学院)，讲师

2022.07-2025.06，西南大学，电子信息工程学院，助理研究员、含弘博士后

2023.10-2024.10，香港城市大学，计算机系，客座研究员

主要研究项目

[1]重庆市教委科学技术研究青年项目，经费4万，主持；

[2]重庆市博士后国际交流培养计划项目，经费15万，主持；

[3]横向项，经费37.98万，主持；

[4]国家自然科学基金面上项目，经费58万，参与；

[5]国家自然科学基金地区项目，经费32万，参与

代表性研究成果

[1]Guo Zhongyuan, Wang Shiyuan*, Zheng Zhaohui, Sun Ke. Printer source identification of quick response codes using residual attention network and smartphones[J]. Engineering Applications of Artificial Intelligence. 2024, 131: 107822. (SCI一区Top)

[2] Zheng Zhaohui, Xu Bichao*, Ju Jianping, Guo Zhongyuan, You Changhui, Lei Qiang, Zhang Qiang. Circumferential local ternary pattern: new and efficient feature descriptors for anti-counterfeiting pattern identification [J]. IEEE Transactions on Information Forensics and Security. 2022, 17:970-981. (SCI一区Top)

[3] Zheng Zhaohui, Zheng Hong*, Ju Jianping, Chen Deng, Li Xi, Guo Zhongyuan, You Changhui, Lin Mingyu. A system for identifying an anti-counterfeiting pattern based on the statistical difference in key image regions [J]. Expert Systems with Applications. 2021, 183:115410. (SCI一区Top)

[4] Chen Changchuan, Peng Yao, He Ziqiang, Dai Shaosheng, Wen Pingchuan, Long Hongyu, Liu Jinsong, Guo Zhongyuan*. Data-driven optimization of modulation matrices for low-sampling-rate single-pixel imaging[J]. Optics & Laser Technology, 2025, 192: 113555. (SCI二区Top)

[5] Guo Zhongyuan*, Dai Shaosheng, Liu Jinsong, et al. Research on application of polynomial fitting technique in rotary kiln infrared temperature measurement system. Infrared Physics & Technology. 2016, 79:160-164. (SCI二区)

[6] Guo Zhongyuan, Zheng Hong*; Xu Xiaohang, Ju Jianping, Zheng Zhaohui, You Changhui, Gu Yu. Quality grading of jujubes using composite convolutional neural networks in combination with RGB color space segmentation and deep convolutional generative adversarial networks. Journal of Food Process Engineering. 2021,44: e13620.

[7] Feng Xiao, Dai Shaosheng, Guo Zhongyuan*. Pseudo-Label- Asisted Subdmoain Adaption Network with Coordinate Attention for EEG-based Driver Drowsiness Detection[J]. Biomedical Signal Processing and Control. 2025,101:107132. (SCI二区)

[8] Dai Shaosheng, Guo Zhongyuan*, You Changhui, et al. Research on high precision equal-angle scanning method in rotary kiln temperature measurement system. Infrared Physics & Technology. 2016, 76:626-630. (SCI二区)

[9] Zheng Hong, Guo Zhongyuan*, Liu Chang, Li Xi, Wang Tianyu, You Changhui. Blind deblurring of QR code using intensity and gradient prior of positioning patterns [J]. The Visual Computer. 2023, 1-15.

[10]发明专利：使用基于视觉转换器的联邦学习实现防伪QR码的去中心化认证，申请号：CN2025100005130

[11] 发明专利：基于二维码防伪标签的打印来源识别方法及相关装置，申请号：CN202510480113

[12] 发明专利：二维码防伪标签鉴伪方法及相关装置，申请号：CN202510479970

[13] 发明专利：一种去中心化联邦学习的人脸伪造检测方法及系统，申请号：CN202510036507

[14] 发明专利：Decentralized Authentication of Anti-counterfeiting QR codes using Vision transformer-based Federated Learning，申请号：PCT/CN2025/127800

[15] 发明专利：System and Method for Privacy-preserving Printer Source Identification of QR Code Labels，申请号：US 19/088,928

[16] 日内瓦发明展览会铜奖：Decentralized Authentication of Anti- counterfeiting QR Code Using Vision Transformer-based Federated Learning. 2/2

[17] 亚洲创新发明展银奖：Decentralized Authentication of Anti- counterfeiting QR Code Using Vision Transformer-based Federated Learning. 2/2