一、基本信息
1.博士，副教授，硕士生导师
2.研究领域：人工智能技术、物联网技术、智能信息处理与控制
3.电子邮箱：zhongc@gzhu.edu.cn
二、教育经历
工学博士，毕业于电子科技大学
三、学术经历
2016/12-2017/12，美国北卡罗来纳大学夏洛特分校访问学者
2018/09-2019/06，华南理工大学计算机学院访问学者
四、讲授课程
C语言程序设计，数据结构，物联网导论，人工智能技术创新实践、基于AI的跨学科交叉科研项目体验
五、研究成果
1.Ruijian Zhang, Liangyu Shi, Wenli Shang, Zhong Cao*, A Stable Policy Network for Multi-Agent Reinforcement Learning in Voltage Control of Power Systems, Electric Power Systems Research, 2026, SCI-Q2.
2.Kai He#, Anlong Li#, Quentin Martinez#, Xiaoyun Wang#, Zhongzheng Chen, Shuiwang He, Sining Xie, Zeling Zeng, Kunhui Wang, Ziqi Ye, Hao Ruan, Shiyun Liu, Qiuqin Lu, Xiaoyun Zheng, Jiayi Luo, Wenyu Song, Achim Schwermann, Haibin Yu, Wenhua Yu, Mark Springer, Shaoying Liu, Song Li, Feiyun Tu, Zhong Cao*, Kevin L. Campbell*. Unraveling hidden species diversity of talpid moles using phylogenomics and skull-based deep learning, Communications Biology, 2026, SCI-Q1, （中科院一区top）.
3.Ziwen Hong, Yinghong Xie, Kai He, Qihai Zhou, Yufeng Miu, Hao Peng, Zhong Cao*, Penglai Fan*, Deep Audio Detection Networks from Passive Acoustic Monitoring of a Critically Endangered Primate, Integrative Zoology, 2026, SCI-Q1, （中科院一区top）.
4.Zhong Cao#, Qiu-Le Tang#, Wei-Qi Zeng, Kun-Hui Wang, Quentin Martinez, Ze-Ling Zeng, Si-Ning Xie, Qiu-Qin Lu, Shi-Yun Liu, Xiao-Yun Zheng, Wen-Hua Yu, Jun-Jie Hu, Zhong-Zheng Chen, Shao-Ying Liu, Song Li, Fei-Yun Tu, Zi-Wen Hong, Ming Bai*, Kai He*, HISNET-FF: Hierarchical identification of species using a network with fused cranial and dental features, Zoological Research, 2026, SCI-Q1, （中科院一区top）.
5.Weijun Hu, Haifeng Zhang, Wenbin Chen, Kaihong Chen, Jinhao Long, Wenli Shang, Zhong Cao*, DLTTS: Diffusion Model for Long-Tailed Time Series Generation in Industrial Scenarios, IEEE Transactions on Knowledge and Data Engineering, 2026, 38(3): 1651-1664.SCI-Q1（中科院一区top）.
6.Jianhua Xie, Zhong Cao*, Identification of Ap Candidates from LAMOST DR12 Based on Deep Learning, Monthly Notices of the Royal Astronomical Society, 2025, 544, 3104-3114, SCI-Q1, （中科院二区）.
7.Zhong Cao, Weicong He, Kaihong Chen, Rui Rao, Zhaohui Chen, A robust method for bridge safety risk assessment using improved multi-state fuzzy Bayesian network, Scientific Reports, (2025) 15:30553, SCI-Q1, （中科院二区）.
8.Zhong Cao, Xiaohua Liu, Zheng Zhou*, Lei Ding, Wenli Shang, KD-BERT: A Lightweight Knowledge Distillation Bidirectional Encoder Representations from Transformers for IoT Network Intrusion Detection, IEEE Transactions on Industrial Informatics, 2025, 21(11):8375-8483, SCI-Q1, （中科院一区top）.
9.Weijun Hu, Anze Jiang, Kaihong Chen, Jie Zheng, Wenli Shang & Zhong Cao*, A long-tailed distribution timeseries dataset in boiler equipment, Scientific Data, 2025, 12:742. SCI-Q1.
10.Zhong Cao, Xudong Wen, Shan Ai, Haitao Cao, Wenli Shang*, Lightweight Authentication Scheme for Resource-Constrained Devices in IIoT, IET Communications, 2025, 9: e70039. SCI-Q3.
11.Zhiwei Chang, Zhong Cao*, Wenli Shang, Guoxiang Shu, Yanyan Tian, Weilong He, Dispersion of the Multimode Circuit Designed for the Extended Interaction Devices, IEEE Transactions on Electron Devices, 2025, 72(3):1441-1447. SCI-Q2.
12.戴春豪，曹忠*，尚文利，隋翯, 功能安全与信息安全一体化风险评估, 计算机仿真, 2025年07期:40-45+559,7,北大核心.
13.Wenli Shang, Jiayue Lu, Zhong Cao*, Lei Ding*, Man Zhang and Sha Huan, A Tree-based Scheme to Assess the Safety and Security for Industrial Control Systems, IEEE Transactions on Dependable and Secure Computing, 2025, 22(3):2011-2021. SCI-Q1.
14.Zhong Cao, Xudong Wen, Shan Ai, Wenli Shang*, and Sha Huan*, A Decentralized Authentication Scheme for Smart Factory based on Blockchain, Scientific Reports, 2024, SCI-Q1.
15.Wenli SHANG, Xudong WEN, Zhuo CHEN, Wenze XIONG, Zhiwei CHANG, Zhong CAO*, Lightweight authentication scheme for edge control systems in Industrial Internet of Things, Frontiers of Information Technology & Electronic Engineering, 2024, 25(11):1466-147, SCI-Q2.
16.Zhong Cao, Kaihong Chen, Junzuo Chen, Zhaohui Chen, and Man Zhang, CACS-YOLO: A Lightweight Model for Insulator Defect Detection Based on Improved YOLOv8m, IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, VOL. 73, 2024. SCI-Q1, （中国科学院二区Top）.
17.Rui Wu, Zhong Cao∗, Feng Wang, Rui Rao, Yuxiang Huang, Ruifeng Hu, Scientific preparation for JRT: Wind pressure prediction model for large radio telescope based on real data from multi-sensors, Heliyon, 10 (2024) e37892, SCI-Q1.
18.Yiming He, Zhong Cao*, Hui Deng*, Feng Wang, Ying Mei, and Lei Tan, Identification of Carbon Stars in LAMOST DR9 Based on Deep Learning, Astrophysical Journal Supplement Series, 274:6 (9pp), 2024. SCI-Q1, （中国科学院一区Top）.
19.Junkai Huang, Rui Zheng, Youyong Cheng, Jiaqian Hu, Weijun Hu, Wenli Shang, Man Zhang, Zhong Cao*, Interactive semantics neural networks for skeleton-based human interaction recognition, Visual Computer (2024), 40:7147–7160. SCI-Q2.
20.Shang Wenli, Huang Zhifeng, Gu Zhaojun, Cao Zhong, Ding Lei, Wang Shuang, CWMAGAN-GP-Based Oversampling Technique for Intrusion Detection，20th International Conference on Intelligent Computing, ICIC 2024, EI.
21.Kaihong Chen, Junzuo Chen, Man Zhang, Shan Ai, Shen Shen, Zhong Cao*, A Fast and High-Precision Insulator Defect Detection Method, 2023 2nd Asia Power and Electrical Technology Conference, EI.
22.Zhong Cao*, Kunhui Wang†, Jiawei Wen, Chuxian Li, Yi Wu, Xiaoyun Wang* and Wenhua Yu*, Fine-grained image classification on bats using VGG16-CBAM: a practical example with 7 horseshoe bats taxa (CHIROPTERA: Rhinolophidae: Rhinolophus) from Southern China, Frontiers in Zoology, (2024), 21:10. SCI-Q1（中国科学院一区）.
23.Yuquan Zhang, Zhong Cao*, Feng Wang, M Lam I, Hui Deng, Ying Mei and Lei Tan, Scientific Preparation for CSST: Classification of Galaxy and Nebula/Star Cluster Based on Deep Learning, Monthly Notices of the Royal Astronomical Society, (2023), 527(4):11935–11944, SCI-Q1（中国科学院二区Top）.
24.Zhong Cao, Chuxian Li, Kunhui Wang, Kai He, Xiaoyun Wang* & Wenhua Yu*, A fast and accurate identification model for Rhinolophus bats based on fine‐grained information, Scientific Reports, (2023) 13:16375. SCI-Q2.
25.Haiyang Liu, Xingong Zhang, Hanxiao Zhang, Zhong Cao, Zhaohui Chen*, An improved arithmetic optimization algorithm with hybrid elite pool strategies, Soft Computing, (2023), https://doi.org/10.1007/s00500-023-09153-1, SCI-Q2.
26.Zhaohui Chen*, Jie Tan, Yong He and Zhong Cao, Decentralized observer-based event-triggered control for an interconnected fractional-order system with stochastic Cyber-attacks, AIMS Mathematics, (2023), 9(1): 1861–1876, SCI-Q2.
27.Wenli Shang, Tianyu Gong*, Jing Hou, Jiayue Lu, Zhong Cao*, Quantitative evaluation method for industrial control system vulnerability based on improved expert elicitation and fuzzy set theory, IEEE ACCESS, (2023) 11: 101007-101019. SCI-Q2
28.Yifen Peng, Lingyun Zou, Wenjing Zhao, Zhaohui Chen, Sha Huan, Zhong Cao*, LTF-NET: A Low-complexity Three-band Fusion Model for Full-band Speech Enhancement, ICAIBD 2023, Chengdu, 27-30, 2023, EI.
29.Zepeng Zheng, Zhong Cao*, Hui Deng, Ying Mei, Lei Tan, Feng Wang, Searching for Double-line Spectroscopic Binaries in LAMOST Medium-Resolution Spectroscopic Survey with Deep Learning, The Astrophysical Journal Supplement Series, 2023, 266:18(10pp), SCI-Q1（中国科学院一区Top）.
30.Zhong Cao, Zhuo Chen, Wenli Shang*, Yongdong Zhu, Efficient Revocable Anonymous Authentication Mechanism for Edge Intelligent Controllers, IEEE Internet of Things Journal, Vol. 10, No. 12, June 2023, 10357-10367, SCI-Q1（中国科学院一区Top）.
31.Weijie Li, Zhong Cao*, Hui Deng, Ying Mei, Linjie Chen, Feng Wang, A Robust RFI Identification Method for Radio Interferometry Based on LightGBM, Publications of the Astronomical Society of the Pacific,2022, 134:124503, SCI-Q1.
32.Zhaohui Chen, Jun Chen, Jie Tian and Zhong Cao*. Decentralized Finite-time control for linear interconnected fractional-order systems with input saturation, Journal of the Franklin Institute, 2020. SCI-Q1.
33.Zhaohui Chen, Jie Tan, Xifeng Wang and Zhong Cao*. Decentralized Finite-time tracking control for a class of interconnected Markovian jump system with actuator saturation, ISA Transactions, 2020,96:69-80, SCI-Q1.
六、科研服务
主要主持项目：
1.横向军工3项，2023年。
2.国家重点研发计划子课题，2021YFB2012303，工业控制安全动态感知与智能决策关键技术研究，2021.11-2024.10，38万。
3.国家重点研发计划子课题，2021YFB2012405，智能型安全防护系统研制以及典型流程工业应用验证，2012.11-2024.10，27万。
4.广东省自然科学基金，2022A1515011558，基于分数阶的大型射电望远镜系统高精度建模与指向精度优化控制研究，2022.01-2024.12，10万。
5.广州市科技局，202102010433，基于耗散Hamilton系统的移动智能体鲁棒控制器参数化及优化研究，2021.04-2023.03，20万。
6.广州市教育局，高校计算机专业创新创业人才培养模式的探索--基于yl23411永利集团官网张景中院士班为例， 2017.01-2018.12，4万。
7.中国科学院国家天文台开放课题，KLSA202105，基于机器学习的太阳射电阵列射频干扰去除方法研究，2021.01-2022.12，4万。
8.四川省重点实验室开放基金，分数阶电力互联系统的有限时间稳定性研究， 2020.09-2022.08，5万。
参与的项目：
1.科技部，平方公里阵列射电望远镜（SKA）专项，2020SKA0110300，低频射电干涉阵列的高精度校准方法，2020.12-2025.11，第四，1382万。
2.国家自然科学基金委，面上项目，基于整合分类学及系统发育基因组学技术对中国管鼻蝠亚科类群（Murininae）的分类厘定，2024.02-2027.12，第二，50万。
3.国家自然科学基金委，面上项目，61972107，基于大数据与机器学习的DNA自组装计算模型与应用研究，2020.01-2023.12，第二，60万。
4.浙江省之江实验室开放课题，2021KF0AB06，面向边缘智能控制器的局域高安全可信执行环境构建技术，2021.01.01-2022.12.31，第二，50万。
七、主要著作
1.尚文利,曹忠,朱毅明,刘盈, 《工业控制设备信息安全》，科学出版社, 2024.11.1出版
2.曾衍瀚,顾钊铨,曹忠,仇晶,李丹，从零开始掌握工业互联网（理论篇），人民邮电出版社，2022出版。
3.曾衍瀚,顾钊铨,曹忠,王宇，《工业互联网导论》，人民邮电出版社，2023年第1版。
八、授权发明专利：
1.曹忠，李伟杰，赵文静，浣沙，揭海， 车辆与车道线的位置关系检测方法、系统和存储介质，中国发明专利，ZL202011107336X
2.曹忠，李楚宪，余文华，尚文利，赵文静，一种基于协调注意力深度神经网络的菊头蝠识别方法 ，中国发明专利，ZL202210240644.2
3.曹忠，曾伟琪，何锴，余文华，王晓云，唐秋乐，一种基于特征融合的物种鉴定方法、系统及装置，中国发明专利，ZL202410066259.X
4.尚文利，潘梓沛，揭海，曹忠，张梦，李淑琪，常志伟，时昊天，基于SAR图像和YOLOv5s网络的海上舰船目标识别方法，中国发明专利，ZL202310655171.7
5.尚文利，朱鹏程，曹忠，丁磊，张曼，浣沙，时昊天，李淑琪，一种基于威胁情报的网络安全命名实体识别方法，中国发明专利，ZL202310416035.2
6.尚文利，陈江涛，韦蕴珊，张梦，曹忠，李淑琪，揭海，多机器人PLC控制系统加密通信方法，中国发明专利，ZL 202211238124.4
7.曹忠;罗高涌;赵文静;饶永生;邹宇;黄勇;李传中.一种汽车主动悬架系统的结构化控制方法及控制装置，中国发明专利，ZL201810066275.3
8.曹忠;赵文静;浣沙;李伟杰;尚文利；揭海.车辆与车道线的位置关系检测方法、系统及存储介质，卢森堡发明专利：LU502288
9.曹忠;孙浩民;王锋;邓辉;李伟杰;谈磊;梅盈;王金. 一种用于极弱射频干扰的标记方法、系统和存储介质,中国发明专利：ZL202110527544.3
10.曹忠;蒋森;尚文利;王锋;邓辉. 外装门锁及其控制方法，日本发明专利，6993039
11.曹忠;陈卓;尚文利;揭海;浣沙;张曼，面向边缘控制器的可撤销轻量级群认证方法、系统和介质，中国发明专利：ZL202111225104.9
12.曹忠;陈卓;尚文利;赵文静;揭海;浣沙;张曼，REVOCABLE LIGHTWEIGHT GROUP AUTHENTICATION METHOD AND SYSTEM FOR EDGE CONTROLLER, AND MEDIUM，美国发明专利，US 11,799,843 B2，2023-10-24
13.尚文利;曹忠;杨思铭;韩统约;揭海. 一种用于工控系统的入侵检测方法和系统，申请号：202110901437.2，中国发明专利，
14.梅盈;孙浩民;李伟杰;谈磊;王锋;邓辉;王金;曹忠，一种用于射频干扰的标记方法、系统和存储介质，中国发明专利，ZL 2021 1 0527541.X，2023-06-23
15.曹忠;彭培锋;陈庆健;邓桃林;李杨炫;陈和斌;罗仕俊，一种多维协同远程监控的实时目标检测追踪方法及系统，ZL 202510447063.X，2025年12月5日
16.曹忠;王坤辉;余文华;尚文利;赵文静, 一种基于注意力卷积神经网络的菊头蝠识别方法, ZL 2022 1 0240860.7, 中国发明专利.
17.曹忠;张瑞健;尚文利;赵文静;王锋;邓辉;梅盈,一种基于随机注意力机制的阴影检测方法, ZL 2022 1 0429263.9, 中国发明专利.
18.曹忠;胡伟俊;尚文利;赵文静,基于集成学习方法融合时间注意力图卷积的行为识别方法, ZL 2022 1 0240650.8, 中国发明专利.
19.曹忠;施良玉;尚文利;张曼;韦蕴珊;赵文静;浣沙，基于超快速结构感知深层网络的改进的车道线检测方法，ZL 2022 1 1287914.1，中国发明专利.
