Tianwei Zhang · Nanyang Technological University

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Gelei Deng
PhD student · until 2024 · Nanyang Technological University
From a thesis record ↗

Works286 from public data

TitleCited by

Instruction Tuning for Large Language Models: A Survey
Shengyu Zhang, Linfeng Dong, Xiaoya Li, Sen Zhang, Xiaofei Sun, Shuhe Wang, Jiwei Li, Run-Yi Hu, +3 more
ACM Computing Surveys · 2025
955
Prompt Injection attack against LLM-integrated Applications
Yi Liu, Ge-Lei Deng, Yuekang Li, Kailong Wang, Tian-Wei Zhang, Yepang Liu, Hao-Yu Wang, Yanhong Zheng, +1 more
arXiv · 2023
926
GPT-NER: Named Entity Recognition via Large Language Models
Shuhe Wang, Xiaofei Sun, Xiaoya Li, Rongbin Ouyang, Fei Wu, Tian-Wei Zhang, Jiwei Li, Guoyin Wang, +1 more
Findings of the Association for Computational Linguistics: NAACL · 2025
481
Model inversion attacks against collaborative inference
Zecheng He, Tian-Wei Zhang, R. Lee
Annual Computer Security Applications Conference · 2019
418
Adversarial Attacks Against Network Intrusion Detection in IoT Systems
Han Qiu, Tian Dong, Tian-Wei Zhang, Jialiang Lu, G. Memmi, Mei-Kang Qiu
IEEE Internet of Things Journal · 2020
332
Text Classification via Large Language Models
Xiaofei Sun, Xiaoya Li, Jiwei Li, Fei Wu, Shangwei Guo, Tianwei Zhang, Guoyin Wang
Findings of the Association for Computational Linguistics: EMNLP 2023 · 2023
296
MASTERKEY: Automated Jailbreaking of Large Language Model Chatbots
Ge-Lei Deng, Yi Liu, Yuekang Li, Kailong Wang, Ying Zhang, Zefeng Li, Hao-Yu Wang, Tian-Wei Zhang, +1 more
Network and Distributed System Security Symposium · 2024
275
DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation
Han Qiu, Yi Zeng, Shangwei Guo, Tian-Wei Zhang, Mei-Kang Qiu, B. Thuraisingham
ACM Asia Conference on Computer and Communications Security (ASIA CCS) · 2021
230
Characterization and prediction of deep learning workloads in large-scale GPU datacenters
Qi Hu, Peng Sun, Shengen Yan, Yonggang Wen, Tian-Wei Zhang
2012 International Conference for High Performance Computing, Networking, Storage and Analysis · 2021
223
MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots
Ge-Lei Deng, Yi Liu, Yuekang Li, Kai-Long Wang, Ying Zhang, Zefeng Li, Hao-Yu Wang, Tian-Wei Zhang, +1 more
arXiv · 2023
206
PentestGPT: An LLM-empowered Automatic Penetration Testing Tool
Ge-Lei Deng, Yi Liu, V'ictor Mayoral-Vilches, Peng Liu, Yuekang Li, Yuan Xu, Tian-Wei Zhang, Yang Liu, +2 more
arXiv · 2023
204
Machine Learning Based DDoS Attack Detection from Source Side in Cloud
Zecheng He, Tianwei Zhang, R. Lee
IEEE International Conference on Cyber Security and Cloud Computing (CSCloud) · 2017
179
Deep Learning Workload Scheduling in GPU Datacenters: A Survey
Zhisheng Ye, Wei Gao, Qi Hu, Peng Sun, Xiaolin Wang, Ying-Wei Luo, Tian-Wei Zhang, Yonggang Wen
ACM Computing Surveys · 2023
160
Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning
Jian-Wen Sun, Tian-Wei Zhang, Xiao-Fei Xie, L. Ma, Yan Zheng, Kangjie Chen, Yang Liu
Proceedings of the AAAI Conference on Artificial Intelligence · 2020
152
Attacking and Protecting Data Privacy in Edge–Cloud Collaborative Inference Systems
Zecheng He, Tian-Wei Zhang, R. Lee
IEEE Internet of Things Journal · 2020
142
A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
Kun Wang, Guibin Zhang, Zhenhong Zhou, Jia-Hao Wu, Miao Yu, Shi-Qian Zhao, Chen-Long Yin, Jin-Hu Fu, +22 more
arXiv · 2025
139
Self-supervised learning for medical image data with anatomy-oriented imaging planes
Tian-Wei Zhang, Dong Wei, Mengmeng Zhua, Shi Gu, Ye-Feng Zheng
Medical Image Analysis · 2024
136
Triggerless Backdoor Attack for NLP Tasks with Clean Labels
Leilei Gan, Jiwei Li, Tian-Wei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Yi Yang, Shangwei Guo, +1 more
Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 2022
109
Color Backdoor: A Robust Poisoning Attack in Color Space
Wen-Bo Jiang, Hong-Wei Li, Guowen Xu, Tian-Wei Zhang
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2023
108
A Hitchhiker’s Guide to Jailbreaking ChatGPT via Prompt Engineering
Yi Liu, Gelei Deng, Zhengzi Xu, Yuekang Li, Yaowen Zheng, Ying Zhang, Lida Zhao, Tianwei Zhang, +1 more
Proceedings of the 4th International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things · 2024
103
Differentially Private Federated Learning With an Adaptive Noise Mechanism
Rui Xue, Kai-Ping Xue, Bin Zhu, Xin Luo, Tian-Wei Zhang, Qi-Bin Sun, Jun Lu
IEEE Transactions on Information Forensics and Security · 2023
96
AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA
Weitao Feng, Wenbo Zhou, Jiyan He, Jie Zhang, Tianyi Wei, Guanlin Li, Tian-Wei Zhang, Weiming Zhang, +1 more
arXiv · 2024
93
Byzantine-Resilient Decentralized Stochastic Gradient Descent
Shangwei Guo, Tian-Wei Zhang, Han-Zhou Yu, Xiao-Fei Xie, L. Ma, Tao Xiang, Yang Liu
IEEE Transactions on Circuits and Systems for Video Technology · 2021
88
Sensitive-Sample Fingerprinting of Deep Neural Networks
Zecheng He, Tianwei Zhang, R. Lee
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2019
87
Physical Backdoor Attacks to Lane Detection Systems in Autonomous Driving
Xing-Shuo Han, Guowen Xu, Yuanpu Zhou, Xuehuan Yang, Ji-Wei Li, Tian-Wei Zhang
ACM International Conference on Multimedia (ACM MM) · 2022
83

Show all 286 works

Publication data from OpenAlex, with missing venues and authors filled in from Crossref; citation counts are the higher of OpenAlex and Semantic Scholar; position from the scholar’s ORCID record, last synced 2026-10-10. Citation counts may be lower than on Google Scholar, which indexes more sources.

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