Tianlin Li

1. JailGuard: A Universal Detection Framework for LLM Prompt-based Attacks
   2023/12/17 by Xiaoyu Zhang, Cen Zhang, Zhang, Xiaoyu +14 · 18 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
2. BadEdit: Backdooring large language models by model editing
   2024/03/20 by Yanzhou Li, Tianlin Li, Li, Yanzhou +13 · 18 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Model-Driven Software Engineering Techniques
3. A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
   2025/04/22 by Kun Wang, Guibin Zhang, Wang, Kun +193 · 28 citations
   Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
4. Purifying Large Language Models by Ensembling a Small Language Model
   2024/02/19 by Tianlin Li, Li, Tianlin, Qian Liu +11 · 4 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
5. Understanding the Effectiveness of Coverage Criteria for Large Language Models: A Special Angle from Jailbreak Attacks
   2024/08/27 by Shide Zhou, Zhou, Shide, Tianlin Li +11 · 4 citations
   Computer Science · #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling
6. Compromising Embodied Agents with Contextual Backdoor Attacks
   2024/08/06 by Aishan Liu, Yuguang Zhou, Liu, Aishan +21 · 4 citations
   Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Reinforcement Learning in Robotics
7. Teaching Code LLMs to Use Autocompletion Tools in Repository-Level Code Generation
   2025/01/27 by Chong Wang, Jian Zhang, Yebo Feng +4 · 5 citations
   Computer Science · #Digital Rights Management and Security #Engineering and Information Technology #Software Engineering Research
8. A Vision for Auto Research with LLM Agents
   2025/04/26 by Chengwei Liu, Liu, Chengwei, Chong Wang +34 · 6 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Scientific Computing and Data Management #Topic Modeling
9. NPC: Neuron Path Coverage via Characterizing Decision Logic of Deep Neural Networks
   2022/03/24 by Xiaofei Xie, Tianlin Li, Xie, Xiaofei +11 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Software Testing and Debugging Techniques #Software Engineering Research
10. Defending LVLMs Against Vision Attacks through Partial-Perception Supervision
    2024/12/17 by Qi Zhou, Zhou, Qi, Tianlin Li +11 · 2 citations
    Computer Science · Engineering · Neuroscience · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Medical Imaging and Analysis
11. On the Robustness of Segment Anything
    2023/05/25 by Yihao Huang, Huang, Yihao, Yue Cao +13 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
12. FAIRER: Fairness as Decision Rationale Alignment
    2023/06/27 by Tianlin Li, Li, Tianlin, Qing Guo +9 · 1 citation
    Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. BDefects4NN: A Backdoor Defect Database for Controlled Localization Studies in Neural Networks
    2024/12/01 by Yisong Xiao, Aishan Liu, Xiao, Yisong +15 · 3 citations
    Engineering · Computer Science · #Industrial Vision Systems and Defect Detection #Integrated Circuits and Semiconductor Failure Analysis #Adversarial Robustness in Machine Learning
14. MeTMaP: Metamorphic Testing for Detecting False Vector Matching Problems in LLM Augmented Generation
    2024/02/22 by Guanyu Wang, Wang, Guanyu, Yuekang Li +15 · 1 citation
    Engineering · Physics and Astronomy · #Advanced Electrical Measurement Techniques #FOS: Computer and information sciences #Magnetic confinement fusion research #Particle accelerators and beam dynamics #Software Engineering (cs.SE)
15. Fair-PP: A Synthetic Dataset for Aligning LLM with Personalized Preferences of Social Equity
    2025/05/17 by Qi Zhou, Zhou, Qi, Jie Zhang +13 · 2 citations
    Computer Science · #91C99 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #J.4 #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
16. Towards Trustworthy LLMs for Code: A Data-Centric Synergistic Auditing Framework
    2024/10/11 by Chong Wang, Zhenpeng Chen, Wang, Chong +7 · 1 citation
    Computer Science · #Digital Rights Management and Security #FOS: Computer and information sciences #Software Engineering (cs.SE)
17. Software Development Life Cycle Perspective: A Survey of Benchmarks for Code Large Language Models and Agents
    2025/05/08 by Kaixin Wang, Tianlin Li, Wang, Kaixin +13 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Software System Performance and Reliability
18. Not as Sweet by Another Name: An Empirical Study of Format Robustness in LLM Document Workflows
    2026/07/30 by Xiaoyu Zhang, Xianyun Cheng, Tianlin Li +3
    Computer Science · #cs.SE