姓名 / Name: 周维 / Wei Zhou
职务 / Position: 博士,教授,博士生导师,云南马来亚学院(现代工学院)执行院长 / Ph.D., Professor, Doctoral Supervisor, Dean of Yunnan-Malaya Institute (School of Engineering)
邮箱 / Email: zwei@ynu.edu.cn, zhouweiyd@hotmail.com
地址 / Address: 云南省昆明市呈贡区云南大学云南马来亚学院(现代工学院) / Yunnan-Malaya Institute (School of Engineering), Yunnan University, Kunming, China
个人简介 / Resume
周维教授,主要从事网络空间安全、人工智能安全研究。2008年毕业于中国科学院研究生院(中国科学院计算机网络信息中心),获得计算机软件与理论博士学位,师从阎保平研究员。2016.8-2017.8 在美国佐治亚理工 计算机学院访学,合作老师 Calton Pu教授(IEEE, AAAS Fellow)。目前担任中国通信学会会士、云南省通信学会理事、中国计算机学会安全专业组委员、中国中文信息学会大数据与隐私保护专业组委员,云南省中青年学术和技术带头人后备人才。2016年获得云南大学伍达观优秀教师奖,2017年入选云南大学青年英才计划。主持多项国家自然科学基金项目。近五年发表多篇SCI/EI检索文章,相关文章发表在ACL、AAAI、IJCAI、《IEEE Transactions on Dependable and Secure Computing》、《IEEE Transactions on Knowledge and Data Engineering》、《IEEE Transactions on Cybernetics》、《IEEE Transactions on Parallel and Distributed Systems》、《IEEE Transactions on Instrumentation & Measurement》、《Computer&Security》、《PNAS》、《软件学报》、《计算机研究与发展》等期刊上。出版中文书籍1本。获邀担任十多家国际学术期刊的审稿人。
Professor Wei Zhou mainly conducts research on cyber security and artificial intelligence security. Graduated from the Graduate School of the Chinese Academy of Sciences (Chinese Academy of Computer Network Information Center) in 2008, obtaining a Doctor of Computer Software and Theory degree under the supervision of Professor Yan Baiping. Visited the Computer Science College of Georgia Institute of Technology in the United States from August 2016 to August 2017, under the guidance of Professor Calton Pu (IEEE, AAAS Fellow). Currently, he is a fellow of the China Communications Society, a director of the Communications Society of Yunnan Province, a member of the Security Special Group of the Chinese Computer Society, and a member of the Big Data and Privacy Protection Special Group of the Chinese Information Society. He is also a reserve talent for young academic and technical leaders in Yunnan Province. In 2016, he received the Wudaoguan Outstanding Teacher Award of Yunnan University, and in 2017, he was selected for the Young Talent Program of Yunnan University. He has been the principal investigator of several National Natural Science Foundation projects. In the past five years, he has published many SCI/EI indexed articles, and the relevant articles have been published in conferences and journals such as ACL, AAAI, IJCAI、"IEEE Transactions on Dependable and Secure Computing", "IEEE Transactions on Knowledge and Data Engineering", "IEEE Transactions on Cybernetics", "IEEE Transactions on Parallel and Distributed Systems", "IEEE Transactions on Instrumentation & Measurement", "Computer & Security", "PNAS", "Journal of Software", "Computer Research and Development". He has published one Chinese book. He has been invited to serve as a reviewer for more than ten international academic journals.
教育和工作经历 / Education & Work Experience
2025.6 - 至今 云南大学 云南马来亚学院(现代工学院) 执行院长
2020.3-2025.5 云南大学 科技处 副处长
2016.12–至今 云南大学 教授
2010.12–2016.11 云南大学 软件学院,副教授
2008.7–2010.11 云南大学 软件学院,讲师
科研项目 / Research Projects
主持项目:
(1)、国家自然科学基金,“开放环境下神经网络脆弱性研究”, 主持,2022.1-2025.12
(2)、云南省科技厅重点研发项目,“基于人工智能的目标识别”,主持,2021.1-2023.12
(3)、国家自然科学基金,“Hadoop云存储中基于Ordinal Bloom filter的多维索引关键技术研究”, 主持,2014.1-2017.12
(4)、国家自然科学基金,“分布式环境下高阶张量分解关键技术研究”, 主持, 2018.1-2021.12
(5)、横向项目 “红云红河集团 曲靖卷烟厂新制丝线工艺应用研究”项目,主持
参与项目:
(1)、国家基金 重大研究计划 培育项目, “异源杂交多倍化鲫鲤初期不同世代的遗传变化规律研究”,参与, 排名第二
(2)、国家基金 重大研究计划,“异源杂交鲫鲤体系不同世代基因组初期变化及其遗传稳定性研究”,参与,排名第二
代表性成果 / Representative Publications
期刊论文
[1] Renyang Liu, Kwok-Yan Lam, Wei Zhou*, Sixing Wu, Jun Zhao, Dongting Hu, Mingming Gong. STBA: Towards Evaluating the Robustness of DNNs for Query-Limited Black-box Scenario. IEEE Transactions on Multimedia. IEEE Transactions on Multimedia. (CCF-B) (2025)
[2] Renyang Liu, Wei Zhou*, Tianwei Zhang, Kangjie Chen, Jun Zhao, Kwok-Yan Lam.Boosting Black-Box Attack to Deep Neural Networks With Conditional Diffusion Models. IEEE Transactions on Information Forensics and Security. (CCF-A) 19: 5207-5219 (2024)
[3]Fuyi Hu, Jin Zhang, Song Gao, Yu Lin, Wei Zhou, Ruxin Wang. An efficient training-from-scratch framework with BN-based structural compressor. Pattern Recognit. (SCI 1区) (2024)
[4]Gao Song, Xiaoxuan Wang, Bingbing Song, Renyang Liu, Shaowen Yao, Wei Zhou, Shui Yu.* Exploiting Type I Adversarial Examples to Hide Data Information: A New Privacy-Preserving Approach. IEEE Transactions on Emerging Topics in Computational Intelligence. 8(3): 2518–2529 (2024)
[5]Bingbing Song, Ruxin Wang, Song Gao, Yunyun Dong, Ling Liu, Wei Zhou*.Securing Deep Learning as a Service Against Adaptive High Frequency Attacks With MMCAT. IEEE Transactions on Services Computing. (CCF-A) 16(5): 3723-3735 (2023)
[6]Shenghong He, Ruxin Wang, Tongliang Liu, Chao Yi, Xin Jin, Renyang Liu,Wei Zhou*.Type-I Generative Adversarial Attack. IEEE Transactions on Dependable and Secure Computing. (CCF-A) 20(3): 2593-2606 (2023)
[7]Quanli Wang, Xin Jin, Qian Jiang, Liwen Wu, Yunchun Zhang, Wei Zhou.DBCT-Net:A dual branch hybrid CNN-transformer network for remote sensing image fusion. (SCI 1区) Expert Systems with Applications. 233: 120829 (2023)
[8]Song Gao, Ruxin Wang, Xiaoxuan Wang, Shui Yu, Yunyun Dong, Shaowen Yao, Wei Zhou*.Detecting Adversarial Examples on Deep Neural Networks With Mutual Information Neural Estimation. (CCF-A) IEEE Transactions on Dependable and Secure Computing.20(6): 5168-5181 (2023)
[9]Chihao Zhang,Yang Yang, Wei Zhou, Shihua Zhang.Distributed Bayesian Matrix Decomposition for Big Data Mining and Clustering. (CCF-A) IEEE Transactions on Knowledge and Data Engineering.34(8):3701-3713 (2022)
[10]Jin Li, Sai Zhang, Tao Liu, Chenxi Ning, Zhuoxuan Zhang, Wei Zhou*. Neural inductive matrix completion with graph convolutional networks for miRNA-disease association prediction. Bioinformatics. 2020: 1-9 (2020)
[11]Li Cai, Haoyu Wang, Cong Sha, Fang Jiang, Yihan Zhang, Wei Zhou*. The Mining of Urban Hotspots Based on Multi-source Location Data Fusion. (CCF-A) IEEE Transactions on Knowledge and Data Engineering. 14: 1-17 (2015)
[12]Xin Jin, Dongming Zhou, Qian Jiang, Xing Chu, Shaowen Yao, Keqin Li, Wei Zhou*. How to Analyze the Neurodynamic Characteristics of Pulse-Coupled Neural Networks? A Theoretical Analysis and Case Study of Intersecting Cortical Model. (CCF-B) IEEE Transactions on Cybernetics. 2021: 2168-2267 (2021)
[13]Xin Jin, Qian Jiang, Xing Chu, Xun Lang, Shaowen Yao, Keqin Li, Wei Zhou*. Brain Medical Image Fusion Using L2-Norm-Based Features and Fuzzy-Weighted Measurements in 2D Littlewood-Paley EWT Domain. IEEE Transactions on Instrumentation and Measurement. : (2021)
[14]Jianan Feng, Qian Jiang, Ching-Hsun Tseng, Xin Jin, Ling Liu, Wei Zhou, Shaowen Yao. A Deep Multitask Convolutional Neural Network for Remote Sensing Image Super-Resolution and Colorization. (CCF-B) IEEE Transactions on Geoscience and Remote Sensing. 60: 5407915 (2022)
[15]Wenyu Peng, Renyang Liu, Ruxin Wang, Taining Cheng, Zifeng Wu, Li Cai, Wei Zhou*. EnsembleFool: A Method to Generate Adversarial Examples Based on Model Fusion Strategy. (CCF-B) Computers & Security. 107: 102317 (2021)
[16]宋冰冰,张浩,吴子锋,刘俊晖,梁宇,周维 *. 自动化张量分解加速卷积神经网络。(CCF 中文A) 软件学报. 2021, 32 (11): 3468-3481
会议论文
[1]Renyang Liu, Wenjie Feng, Tianwei zhang, Wei Zhou, Xueqi Chen, See-Kiong Ng. Rethinking Machine Unlearning in Image Generation Models. ACM Conference on Computer and Communications Security (CCS). (CCF-A) (2025)
[2]Fanxiao Li, Jiaying Wu, Canyuan He, Wei Zhou*. CMIE: Combining MLLM Insights with External Evidence for Explainable Out-of-Context Misinformation Detection. The 63rd Annual Meeting of the Association for Computational Linguistics. (ACL Findings) (CCF-A). (2025)
[3]Dayang Li, Fanxiao Li, Bingbing Song, Li Tang, Wei Zhou*. IMRRF: Integrating Multi-Source Retrieval and Redundancy Filtering for LLM-based Fake News Detection. Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics. (NAACL Main) (CCF-B). (2025)
[4]Sixing Wu, Jiong Yu, Jiahao Chen, Xiaofan Deng, Wei Zhou*.Improving Open-Domain Dialogue Response Generation with Multi-Source Multilingual Commonsense. Proceedings of the AAAI Conference on Artificial Intelligence. (CCF-A) (2024)
[5]Fanxiao Li, Ping Wei, Tingchao Fu, Yu Lin, Wei Zhou*. Imperceptible Text Steganography based on Group Chat. IEEE International Conference on Multimedia and Expo. (ICME) (CCF-B) (2024)
[6]Hua Jiang, Fusheng Xu, Zhifei Zheng, Bowen Wang, Wei Zhou.A Refined Upper Bound and Inprocessing for the Maximum K-plex Problem. (IJCAI) (CCF-A) (2023)
[7]Fanxiao Li, Sixing Wu, Jiong Yu, Shuoxin Wang, Bingbing Song, Renyang Liu, Haosen Lai, Wei Zhou. Rewriting-Stego: generating natural and controllable steganographic text with pre-trained language model. International Conference on Database Systems for Advanced Applications. (CCF-B) DASFAA:617-626 (2023)
专利
1. 发明专利授权公布文本 WLP13114 (一种云环境下可扩展存储索引结构的实现方法)
2. 一种卷烟柔性制丝动态调度方法及其系统-专利授予
荣誉与奖励 / Honors & Awards
(1)2011年第四届Intel全国大学生软件创新大赛 优秀指导老师
(2)2016年 云南大学伍达观教育基金 优秀教师
(3)2017年 获云南大学 青年英才计划
(4)2019年 入选云南省中青年学术技术带头人后备人才
(5)2020年 入选 中国农工民主党优秀党员
(6)2021年 入选 云南大学第九届学术委员会委员
(7)2023年 入选 全国示范性软件学院专职优秀教师
人才培养 / Student Training
本人所带领的小组强调扎实的算法功底和解决实际问题的能力。近几年来,先后有多位本科、硕士和博士同学被推荐并录取到国内外著名公司或学术研究机构。这其中包括:CMU卡内基梅隆(博士后)、新加坡国立(博士后)、美国杜克大学 (博士生) 、威廉玛丽(博士生)、Rice大学(博士生)、中科院计算所、北京大学、字节、百度、阿里,腾讯,滴滴等。
硕士、博士研究生招生 / Admission for Master's and Doctoral Students
硕士、博士研究生优先从实习生中挑选(实习时间不少于两个月),若未能参加实习,需通过实验室组织面试与笔试。
博士后招聘 / Postdoctoral position recruitment
长期招聘全职和在职博士后,全职博士后待遇不低于20万/每年,详细情况参见 云南大学人事处网站 云南大学系统科学一级学科博士后流动站。
http://www.rsc.ynu.edu.cn/info/1006/1109.htm