PPaperPicks

Tianlin Li

20 papers at tracked venues · 20 at CORE A* · active 2024–2026

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Venues

ICSE ×4AAAI ×3FSE ×3ICLR ×3ACL ×2ICML ×2ASE ×1NeurIPS ×1USENIX Security ×1

Frequent coauthors

Yang Liu
×15
Qing Guo
×4
Yihao Huang
×4
Zhenpeng Chen
×3
Aishan Liu
×3
Jian Zhang
×3
Ming Hu
×3
Yue Cao
×3
Xiaoyu Zhang
×2
Juan Zhai
×2
Chao Shen
×2
Xinyue Li
×2

Papers

  1. Bugs in Modern LLM Agent Frameworks: An Empirical Study
    FSE 2026 ·
    Xinxue Zhu
    ,
    Jiacong Wu
    ,
    Xiaoyu Zhang
    , Tianlin Li,
    Yanzhou Mu
    ,
    Juan Zhai
    ,
    Chao Shen
    ,
    Chunrong Fang
    ,
    Yang Liu
  2. Fairness Testing of Large Language Models in Role-Playing
    FSE 2026 ·
    Xinyue Li
    ,
    Zhenpeng Chen
    ,
    Jie M. Zhang
    ,
    Ying Xiao
    , Tianlin Li,
    Weisong Sun
    ,
    Yang Liu
    ,
    Yiling Lou
    ,
    Xuanzhe Liu
  3. OptiCo: Adaptive Distributed Training Optimization via Collaborative Agent Reasoning
    ACL 2026 ·
    Sheng Chen
    ,
    Tang Zhe
    ,
    Weixing Zhang
    ,
    Fei Yang
    ,
    Yuanyuan Wang
    , Tianlin Li,
    Yang Liu
  4. Uncovering Strategic Egoism Behaviors in Large Language Models
    ACL 2026 ·
    Yaoyuan Zhang
    ,
    Zonghao Ying
    ,
    Aishan Liu
    ,
    Jian Yang
    , Tianlin Li,
    Yaodong Yang
    ,
    Xianglong Liu
  5. BDefects4NN: A Backdoor Defect Database for Controlled Localization Studies in Neural Networks
    ICSE 2025 ·
    Yisong Xiao
    ,
    Aishan Liu
    ,
    Xinwei Zhang
    ,
    Tianyuan Zhang
    , Tianlin Li,
    Siyuan Liang
    ,
    Xianglong Liu
    ,
    Yang Liu
    ,
    Dacheng Tao
  6. Defending LVLMs Against Vision Attacks Through Partial-Perception Supervision
    ICML 2025 ·
    Qi Zhou
    ,
    Dongxia Wang
    , Tianlin Li,
    Yun Lin
    ,
    Yang Liu
    ,
    Jin Song Dong
    ,
    Qing Guo
  7. Dissecting Global Search: A Simple Yet Effective Method to Boost Individual Discrimination Testing and Repair
    ICSE 2025 ·
    Lili Quan
    , Tianlin Li,
    Xiaofei Xie
    ,
    Zhenpeng Chen
    ,
    Sen Chen
    ,
    Lingxiao Jiang
    ,
    Xiaohong Li
  8. Dormant: Defending against Pose-driven Human Image Animation
    USENIX Security 2025 ·
    Jiachen Zhou
    ,
    Mingsi Wang
    , Tianlin Li,
    Guozhu Meng
    ,
    Kai Chen
  9. Perception-Guided Jailbreak Against Text-to-Image Models
    AAAI 2025 ·
    Yihao Huang
    ,
    Le Liang
    , Tianlin Li,
    Xiaojun Jia
    ,
    Run Wang
    ,
    Weikai Miao
    ,
    Geguang Pu
    ,
    Yang Liu
  10. STAFF: Speculative Coreset Selection for Task-Specific Fine-tuning
    ICLR 2025 ·
    Xiaoyu Zhang
    ,
    Juan Zhai
    ,
    Shiqing Ma
    ,
    Chao Shen
    , Tianlin Li,
    Weipeng Jiang
    ,
    Yang Liu
  11. Software Fairness Dilemma: Is Bias Mitigation a Zero-Sum Game?
    FSE 2025 ·
    Zhenpeng Chen
    ,
    Xinyue Li
    ,
    Jie M. Zhang
    ,
    Weisong Sun
    ,
    Ying Xiao
    , Tianlin Li,
    Yiling Lou
    ,
    Yang Liu
  12. Understanding the Effectiveness of Coverage Criteria for Large Language Models: A Special Angle from Jailbreak Attacks
    ICSE 2025 ·
    Shide Zhou
    , Tianlin Li,
    Kailong Wang
    ,
    Yihao Huang
    ,
    Ling Shi
    ,
    Yang Liu
    ,
    Haoyu Wang
  13. BadEdit: Backdooring Large Language Models by Model Editing
    ICLR 2024 ·
    Yanzhou Li
    , Tianlin Li,
    Kangjie Chen
    ,
    Jian Zhang
    ,
    Shangqing Liu
    ,
    Wenhan Wang
    ,
    Tianwei Zhang
    ,
    Yang Liu
  14. FedMut: Generalized Federated Learning via Stochastic Mutation
    AAAI 2024 ·
    Ming Hu
    ,
    Yue Cao
    ,
    Anran Li
    ,
    Zhiming Li
    ,
    Chengwei Liu
    , Tianlin Li,
    Mingsong Chen
    ,
    Yang Liu
  15. IRAD: Implicit Representation-driven Image Resampling against Adversarial Attacks
    ICLR 2024 ·
    Yue Cao
    , Tianlin Li,
    Xiaofeng Cao
    ,
    Ivor W. Tsang
    ,
    Yang Liu
    ,
    Qing Guo
  16. Improving Neural Logic Machines via Failure Reflection
    ICML 2024 ·
    Zhiming Li
    ,
    Yushi Cao
    ,
    Yan Zheng
    ,
    Xu Liu
    ,
    Bozhi Wu
    , Tianlin Li,
    Xiufeng Xu
    ,
    Junzhe Jiang
    ,
    Yon Shin Teo
    ,
    Shang-Wei Lin
    ,
    Yang Liu
  17. Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models
    AAAI 2024 ·
    Yihao Huang
    ,
    Felix Juefei-Xu
    ,
    Qing Guo
    ,
    Jie Zhang
    ,
    Yutong Wu
    ,
    Ming Hu
    , Tianlin Li,
    Geguang Pu
    ,
    Yang Liu
  18. RUNNER: Responsible UNfair NEuron Repair for Enhancing Deep Neural Network Fairness
    ICSE 2024 · Tianlin Li,
    Yue Cao
    ,
    Jian Zhang
    ,
    Shiqian Zhao
    ,
    Yihao Huang
    ,
    Aishan Liu
    ,
    Qing Guo
    ,
    Yang Liu
  19. SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification
    NeurIPS 2024 ·
    Yanxin Yang
    ,
    Chentao Jia
    ,
    Dengke Yan
    ,
    Ming Hu
    , Tianlin Li,
    Xiaofei Xie
    ,
    Xian Wei
    ,
    Mingsong Chen
  20. VulAdvisor: Natural Language Suggestion Generation for Software Vulnerability Repair
    ASE 2024 ·
    Jian Zhang
    ,
    Chong Wang
    ,
    Anran Li
    ,
    Wenhan Wang
    , Tianlin Li,
    Yang Liu