Shigeng Zhang

ScholarGPS® ID: 41989634037017

Affiliation

Central South University, Changsha, Hunan, China

Affiliation History

Field

Engineering and Computer Science

Discipline

Computer Science

Top Specialties

Metrics Summary

Publication Count

124

Predicted Citations

2,512

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

Add Delete
Fall-Attention: An Attention-Based Fall Detection Method for Adjoint Activities (journal article) Xiao, Yalong \| Zhu, Junfeng \| Zhang, Shigeng \| Liu, Xuan \| Guo, Song IEEE Transactions on Mobile Computing, volume 23, issue 7, pages 7895-7909 (2024). 10.1109/TMC.2023.3344125 Cite \| Source
Cautiously-Optimistic Knowledge Sharing for Cooperative Multi-Agent Reinforcement Learning (journal article) Ba, Yanwen \| Liu, Xuan \| Chen, Xinning \| Wang, Hao \| Xu, Yang \| Li, Kenli \| Zhang, Shigeng Proceedings of the AAAI Conference on Artificial Intelligence, volume 38, issue 16, pages 17299-17307 (2024). 10.1609/aaai.v38i16.29677 Cite \| Source
RF-Siamese: Approaching Accurate RFID Gesture Recognition With One Sample (journal article) Ma, Zijing \| Zhang, Shigeng \| Liu, Jia \| Liu, Xuan \| Wang, Weiping \| Wang, Jianxin \| Guo, Song IEEE Transactions on Mobile Computing, volume 23, issue 1, pages 797-811 (2024). 10.1109/TMC.2022.3217487 Cited by (10) \| Cite \| Source
Foolmix: Strengthen the Transferability of Adversarial Examples by Dual-Blending and Direction Update Strategy (journal article) Li, Zhankai \| Wang, Weiping \| Li, Jie \| Chen, Kai \| Zhang, Shigeng IEEE Transactions on Information Forensics and Security, volume 19 (2024). 10.1109/TIFS.2024.3393745 Cite \| Source
Universal and Scalable Weakly-Supervised Domain Adaptation (journal article) Liu, Xuan \| Huang, Ying \| Wang, Hao \| Xiao, Zheng \| Zhang, Shigeng IEEE Transactions on Image Processing, volume 33 (2024). 10.1109/TIP.2024.3361691 Cited by (1) \| Cite \| Source
UCG: A Universal Cross-Domain Generator for Transferable Adversarial Examples (journal article) Li, Zhankai \| Wang, Weiping \| Li, Jie \| Chen, Kai \| Zhang, Shigeng IEEE Transactions on Information Forensics and Security, volume 19 (2024). 10.1109/TIFS.2024.3352913 Cited by (1) \| Cite \| Source
CMMR: A Composite Multidimensional Models Robustness Evaluation Framework for Deep Learning (book chapter) In Algorithms and Architectures for Parallel Processing Liu, Wanyi \| Zhang, Shigeng \| Wang, Weiping \| Zhang, Jian \| Liu, Xuan Springer Nature Singapore (2024) 10.1007/978-981-97-0808-6_14 Cite \| Source
An Edge-oriented Deep Learning Model Security Assessment Framework (conference) Wang, Pengbo \| Zhang, Boyin \| Zhang, Shigeng \| Liu, Xuan 2023 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom) (2023) Wuhan, China 10.1109/ISPA-BDCloud-SocialCom-SustainCom59178.2023.00056 Cite \| Source
MPS: A Multiple Poisoned Samples Selection Strategy in Backdoor Attack (conference) Zou, Weihong \| Zhang, Shigeng \| Wang, Weiping \| Zhang, Jian \| Liu, Xuan 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) (2023) Exeter, United Kingdom 10.1109/TrustCom60117.2023.00125 Cite \| Source
Selective Learning for Sample-Efficient Training in Multi-Agent Sparse Reward Tasks (book chapter) In ECAI 2023 Chen, Xinning \| Liu, Xuan \| Ba, Yanwen \| Zhang, Shigeng \| Ding, Bo \| Li, Kenli IOS Press (2023) 10.3233/FAIA230298 Cite \| Source
An Efficient RFID Tag Search Protocol Based on Historical Information Reasoning for Intelligent Farm Management (journal article) Liu, Xuan \| Huang, Yuanmu \| Xi, Zhong \| Luo, Juan \| Zhang, Shigeng ACM Transactions on Sensor Networks (2023). 10.1145/3607475 Cite \| Source
Accurate IoT Device Identification based on A Few Network Traffic (conference) Zhang, Shigeng \| Xiao, Kai \| Yu, Jianjiang \| Liu, Xuan \| Wang, Weiping 2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS) (2023) Orlando, FL, USA 10.1109/IWQoS57198.2023.10188721 Cited by (1) \| Cite \| Source
A Few-shot-learning-based Method to Object Recognition in Multiple Scenarios (conference) He, Shichang \| Liu, Xuan \| Zhang, Shigeng \| Luo, Juan 2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS) (2023) Orlando, FL, USA 10.1109/IWQoS57198.2023.10188702 Cite \| Source
A Fast Adversarial Sample Detection Approach for Industrial Internet-of-Things Applications (conference) Zhang, Shigeng \| Li, Yudong \| Chen, Shuxin \| Li, Xuan \| Zhang, Jian 2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS) (2023) Orlando, FL, USA 10.1109/IWQoS57198.2023.10188719 Cite \| Source
TransAST: A Machine Translation-Based Approach for Obfuscated Malicious JavaScript Detection (conference) Qin, Yan \| Wang, Weiping \| Chen, Zixian \| Song, Hong \| Zhang, Shigeng 2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) (2023) Porto, Portugal 10.1109/DSN58367.2023.00040 Cite \| Source
ImageDroid: Using Deep Learning to Efficiently Detect Android Malware and Automatically Mark Malicious Features (journal article) Liu, Pengfei \| Wang, Weiping \| Zhang, Shigeng \| Song, Hong Security and Communication Networks, volume 2023 (2023). 10.1155/2023/5393890 Cited by (4) \| Cite \| Source
Receive Only Necessary: Efficient Tag Category Identification in Large-Scale RFID Systems (journal article) Liu, Xuan \| Yin, Jiangjin \| Zhang, Shigeng \| Li, Kenli \| Guo, Song IEEE Transactions on Mobile Computing, volume 22, issue 2, pages 1157-1169 (2023). 10.1109/TMC.2021.3093858 Cited by (7) \| Cite \| Source
LSD: Adversarial Examples Detection Based on Label Sequences Discrepancy (journal article) Zhang, Shigeng \| Chen, Shuxin \| Hua, Chengyao \| Li, Zhetao \| Li, Yanchun \| Liu, Xuan \| Chen, Kai \| Li, Zhankai \| Wang, Weiping IEEE Transactions on Information Forensics and Security, volume 18 (2023). 10.1109/TIFS.2023.3304455 Cited by (1) \| Cite \| Source
Backdoor Attacks to Deep Learning Models and Countermeasures: A Survey (journal article) Li, Yudong \| Zhang, Shigeng \| Wang, Weiping \| Song, Hong IEEE Open Journal of the Computer Society, volume 4 (2023). 10.1109/OJCS.2023.3267221 Cited by (2) \| Cite \| Source
Multi-task Adversarial Learning for Semi-supervised Trajectory-User Linking (book chapter) In Machine Learning and Knowledge Discovery in Databases Zhang, Sen \| Wang, Senzhang \| Wang, Xiang \| Zhang, Shigeng \| Miao, Hao \| Zhu, Junxing Springer Nature Switzerland (2023) 10.1007/978-3-031-26412-2_26 Cited by (4) \| Cite \| Source