PPaperPicks

Yige Li

14 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

EMNLP ×3ICLR ×2ICML ×2NeurIPS ×2AAAI ×1ACL ×1CVPR ×1EACL ×1NDSS ×1

Frequent coauthors

Jun Sun
×7
Xingjun Ma
×6
Wei Zhao
×5
Zhe Li
×5
Hanxun Huang
×3
Yunhan Zhao
×2
Sarah Monazam Erfani
×2
James Bailey
×2
Yunhao Feng
×1
Yutao Wu
×1
Yingshui Tan
×1
Yanming Guo
×1

Papers

  1. BackdoorAgent: A Unified Framework for Backdoor Attacks on LLM-based Agents
    ACL 2026 ·
    Yunhao Feng
    , Yige Li,
    Yutao Wu
    ,
    Yingshui Tan
    ,
    Yanming Guo
    ,
    Yifan Ding
    ,
    Kun Zhai
    ,
    Xingjun Ma
    ,
    Yu-Gang Jiang
  2. Q-MLLM: Vector Quantization for Robust Multimodal Large Language Model Security
    NDSS 2026 ·
    Wei Zhao
    ,
    Zhe Li
    , Yige Li,
    Jun Sun
  3. Unleashing the Unseen: Harnessing Benign Datasets for Jailbreaking Large Language Models
    EACL 2026 ·
    Wei Zhao
    ,
    Zhe Li
    , Yige Li,
    Jun Sun
  4. Anyattack: Towards Large-scale Self-supervised Adversarial Attacks on Vision-language Models
    CVPR 2025 ·
    Jiaming Zhang
    ,
    Junhong Ye
    ,
    Xingjun Ma
    , Yige Li,
    Yunfan Yang
    ,
    Yunhao Chen
    ,
    Jitao Sang
    ,
    Dit-Yan Yeung
  5. Backdoor Token Unlearning: Exposing and Defending Backdoors in Pretrained Language Models
    AAAI 2025 ·
    Peihai Jiang
    ,
    Xixiang Lyu
    , Yige Li,
    Jing Ma
  6. BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models
    NeurIPS 2025 · Yige Li,
    Hanxun Huang
    ,
    Yunhan Zhao
    ,
    Xingjun Ma
    ,
    Jun Sun
  7. BlueSuffix: Reinforced Blue Teaming for Vision-Language Models Against Jailbreak Attacks
    ICLR 2025 ·
    Yunhan Zhao
    ,
    Xiang Zheng
    ,
    Lin Luo
    , Yige Li,
    Xingjun Ma
    ,
    Yu-Gang Jiang
  8. CROW: Eliminating Backdoors from Large Language Models via Internal Consistency Regularization
    ICML 2025 ·
    Nay Myat Min
    ,
    Long H. Pham
    , Yige Li,
    Jun Sun
  9. Detecting Backdoor Samples in Contrastive Language Image Pretraining
    ICLR 2025 ·
    Hanxun Huang
    ,
    Sarah Monazam Erfani
    , Yige Li,
    Xingjun Ma
    ,
    James Bailey
  10. Do Influence Functions Work on Large Language Models?
    EMNLP 2025 ·
    Zhe Li
    ,
    Wei Zhao
    , Yige Li,
    Jun Sun
  11. Memory Injection Attacks on LLM Agents via Query-Only Interaction
    NeurIPS 2025 ·
    Shen Dong
    ,
    Shaochen Xu
    ,
    Pengfei He
    , Yige Li,
    Jiliang Tang
    ,
    Tianming Liu
    ,
    Hui Liu
    ,
    Zhen Xiang
  12. X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP
    ICML 2025 ·
    Hanxun Huang
    ,
    Sarah Monazam Erfani
    , Yige Li,
    Xingjun Ma
    ,
    James Bailey
  13. Zero-Shot Defense Against Toxic Images via Inherent Multimodal Alignment in LVLMs
    EMNLP 2025 ·
    Wei Zhao
    ,
    Zhe Li
    , Yige Li,
    Jun Sun
  14. Defending Large Language Models Against Jailbreak Attacks via Layer-specific Editing
    EMNLP 2024 ·
    Wei Zhao
    ,
    Zhe Li
    , Yige Li,
    Ye Zhang
    ,
    Jun Sun