Li, Tianlin

1. JailGuard: A Universal Detection Framework for LLM Prompt-based Attacks
   2023/12/17 by Xiaoyu Zhang, Zhang, Xiaoyu, Cen Zhang +14 · 19 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. Teaching Code LLMs to Use Autocompletion Tools in Repository-Level Code Generation
   2024/01/12 by Wang, Chong, Zhang, Jian, Feng, Yebo +4 · 11 citations
   #FOS: Computer and information sciences #Software Engineering (cs.SE)
4. A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
   2025/04/22 by Kun Wang, Guibin Zhang, Wang, Kun +193 · 32 citations
   Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
5. Perception-guided Jailbreak against Text-to-Image Models
   2024/08/20 by Yihao Huang, Huang, Yihao, Liang Le +13 · 11 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #Digital and Cyber Forensics #FOS: Computer and information sciences
6. Purifying Large Language Models by Ensembling a Small Language Model
   2024/02/19 by Tianlin Li, Qian Liu, Li, Tianlin +11 · 5 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
7. Speculative Coreset Selection for Task-Specific Fine-tuning
   2024/10/02 by Zhang, Xiaoyu, Zhai, Juan, Ma, Shiqing +4 · 6 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. 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 · 5 citations
   Computer Science · #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling
9. Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models
   2023/05/18 by Huang, Yihao, Juefei-Xu, Felix, Guo, Qing +6 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
10. NPC: Neuron Path Coverage via Characterizing Decision Logic of Deep Neural Networks
    2022/03/24 by Xiaofei Xie, Tianlin Li, Xie, Xiaofei +11 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Software Testing and Debugging Techniques #Software Engineering Research
11. Compromising Embodied Agents with Contextual Backdoor Attacks
    2024/08/06 by Aishan Liu, Liu, Aishan, Yuguang Zhou +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
12. A Vision for Auto Research with LLM Agents
    2025/04/26 by Chengwei Liu, Chong Wang, Liu, Chengwei +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
13. Benchmarking Bias in Large Language Models during Role-Playing
    2024/11/01 by Li, Xinyue, Chen, Zhenpeng, Zhang, Jie M. +5 · 3 citations
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences
14. 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
15. Improving Robustness of LiDAR-Camera Fusion Model against Weather Corruption from Fusion Strategy Perspective
    2024/02/05 by Huang, Yihao, Yu, Kaiyuan, Guo, Qing +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
16. On the Robustness of Segment Anything
    2023/05/25 by Yihao Huang, Yue Cao, Huang, Yihao +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
17. 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)
18. BDefects4NN: A Backdoor Defect Database for Controlled Localization Studies in Neural Networks
    2024/12/01 by Yisong Xiao, Xiao, Yisong, Aishan Liu +15 · 3 citations
    Engineering · Computer Science · #Industrial Vision Systems and Defect Detection #Integrated Circuits and Semiconductor Failure Analysis #Adversarial Robustness in Machine Learning
19. 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)
20. NeuSemSlice: Towards Effective DNN Model Maintenance via Neuron-level Semantic Slicing
    2024/07/26 by Zhou, Shide, Li, Tianlin, Huang, Yihao +4 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
21. 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
22. Federated Graph Learning with Adaptive Importance-based Sampling
    2024/09/23 by Li, Anran, Chen, Yuanyuan, Ren, Chao +5 · 1 citation
    #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
23. Towards Trustworthy LLMs for Code: A Data-Centric Synergistic Auditing Framework
    2024/10/11 by Chong Wang, Wang, Chong, Zhenpeng Chen +7 · 1 citation
    Computer Science · #Digital Rights Management and Security #FOS: Computer and information sciences #Software Engineering (cs.SE)
24. 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