PPaperPicks

Jie Zhang

A*STAR, CFAR, Singapore

26 papers at tracked venues · 23 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Tianwei Zhang
×18
Weiming Zhang
×10
Nenghai Yu
×9
Qing Guo
×8
Wenbo Zhou
×5
Yiming Li
×4
Jinyang Huang
×3
Han Qiu
×3
Kejiang Chen
×3
Runyi Hu
×3
Jiwei Li
×3
Yang Liu
×2

Papers

  1. CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models
    ACL 2026 ·
    Zhenhong Zhou
    ,
    Zherui Li
    , Jie Zhang,
    Yuanhe Zhang
    ,
    Kun Wang
    ,
    Yang Liu
    ,
    Qing Guo
  2. Thinking Economically: A Hierarchical Framework for Adaptive-Complexity Reasoning in LLMs
    ACL 2026 ·
    Yubo Gao
    ,
    Haotian Wu
    ,
    Hong Chen
    ,
    Junquan Huang
    ,
    Yibo Yan
    ,
    Jungang Li
    ,
    Zihao Dongfang
    ,
    Sicheng Tao
    ,
    Puay Siew Tan
    , Jie Zhang,
    Xuming Hu
  3. Towards Effective Prompt Stealing Attack against Text-to-Image Diffusion Models
    NDSS 2026 ·
    Shiqian Zhao
    ,
    Chong Wang
    ,
    Yiming Li
    ,
    Yihao Huang
    ,
    Wenjie Qu
    ,
    Siew-Kei Lam
    ,
    Yi Xie
    ,
    Kangjie Chen
    , Jie Zhang,
    Tianwei Zhang
  4. An LLM-Empowered Adaptive Evolutionary Algorithm for Multi-Component Deep Learning Systems
    AAAI 2025 ·
    Haoxiang Tian
    ,
    Xingshuo Han
    ,
    Guoquan Wu
    ,
    An Guo
    ,
    Yuan Zhou
    , Jie Zhang,
    Shuo Li
    ,
    Jun Wei
    ,
    Tianwei Zhang
  5. CamLopa: A Hidden Wireless Camera Localization Framework via Signal Propagation Path Analysis
    S&P 2025 ·
    Xiang Zhang
    , Jie Zhang,
    Zehua Ma
    ,
    Jinyang Huang
    ,
    Meng Li
    ,
    Huan Yan
    ,
    Peng Zhao
    ,
    Zijian Zhang
    ,
    Bin Liu
    ,
    Qing Guo
    ,
    Tianwei Zhang
    ,
    Nenghai Yu
  6. Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems
    ICML 2025 ·
    Yutong Wu
    , Jie Zhang,
    Yiming Li
    ,
    Chao Zhang
    ,
    Qing Guo
    ,
    Han Qiu
    ,
    Nils Lukas
    ,
    Tianwei Zhang
  7. DiffLoc: WiFi Hidden Camera Localization Based on Electromagnetic Diffraction
    USENIX Security 2025 ·
    Xiang Zhang
    , Jie Zhang,
    Huan Yan
    ,
    Jinyang Huang
    ,
    Zehua Ma
    ,
    Bin Liu
    ,
    Meng Li
    ,
    Kejiang Chen
    ,
    Qing Guo
    ,
    Tianwei Zhang
    ,
    Zhi Liu
  8. EraseAnything: Enabling Concept Erasure in Rectified Flow Transformers
    ICML 2025 ·
    Daiheng Gao
    ,
    Shilin Lu
    ,
    Wenbo Zhou
    ,
    Jiaming Chu
    , Jie Zhang,
    Mengxi Jia
    ,
    Bang Zhang
    ,
    Zhaoxin Fan
    ,
    Weiming Zhang
  9. Evaluating Differentially Private Generation of Domain-Specific Text
    CIKM 2025 ·
    Yidan Sun
    ,
    Viktor Schlegel
    ,
    Srinivasan Kolumam Nandakumar
    ,
    Iqra Zahid
    ,
    Yuping Wu
    ,
    Warren Del-Pinto
    ,
    Goran Nenadic
    ,
    Siew-Kei Lam
    , Jie Zhang,
    Anil A. Bharath
  10. Learning from Heterogeneity: Generalizing Dynamic Facial Expression Recognition via Distributionally Robust Optimization
    ACM MM 2025 ·
    Feng-Qi Cui
    ,
    Anyang Tong
    ,
    Jinyang Huang
    , Jie Zhang,
    Dan Guo
    ,
    Zhi Liu
    ,
    Meng Wang
  11. Mask Image Watermarking
    NeurIPS 2025 ·
    Runyi Hu
    , Jie Zhang,
    Shiqian Zhao
    ,
    Nils Lukas
    ,
    Jiwei Li
    ,
    Qing Guo
    ,
    Han Qiu
    ,
    Tianwei Zhang
  12. Oedipus: LLM-enchanced Reasoning CAPTCHA Solver
    CCS 2025 ·
    Gelei Deng
    ,
    Haoran Ou
    ,
    Yi Liu
    , Jie Zhang,
    Tianwei Zhang
    ,
    Yang Liu
  13. On the Vulnerability of Text Sanitization
    NAACL 2025 ·
    Meng Tong
    ,
    Kejiang Chen
    ,
    Xiaojian Yuan
    ,
    Jiayang Liu
    ,
    Weiming Zhang
    ,
    Nenghai Yu
    , Jie Zhang
  14. SafeGuider: Robust and Practical Content Safety Control for Text-to-Image Models
    CCS 2025 ·
    Peigui Qi
    ,
    Kunsheng Tang
    ,
    Wenbo Zhou
    ,
    Weiming Zhang
    ,
    Nenghai Yu
    ,
    Tianwei Zhang
    ,
    Qing Guo
    , Jie Zhang
  15. The Ghost Navigator: Revisiting the Hidden Vulnerability of Localization in Autonomous Driving
    USENIX Security 2025 ·
    Junqi Zhang
    ,
    Shaoyin Cheng
    ,
    Linqing Hu
    , Jie Zhang,
    Chengyu Shi
    ,
    Xingshuo Han
    ,
    Tianwei Zhang
    ,
    Yueqiang Cheng
    ,
    Weiming Zhang
  16. Towards Reliable Verification of Unauthorized Data Usage in Personalized Text-to-Image Diffusion Models
    S&P 2025 ·
    Boheng Li
    ,
    Yanhao Wei
    ,
    Yankai Fu
    ,
    Zhenting Wang
    ,
    Yiming Li
    , Jie Zhang,
    Run Wang
    ,
    Tianwei Zhang
  17. VideoShield: Regulating Diffusion-based Video Generation Models via Watermarking
    ICLR 2025 ·
    Runyi Hu
    , Jie Zhang,
    Yiming Li
    ,
    Jiwei Li
    ,
    Qing Guo
    ,
    Han Qiu
    ,
    Tianwei Zhang
  18. When Translators Refuse to Translate: A Novel Attack to Speech Translation Systems
    USENIX Security 2025 ·
    Haolin Wu
    ,
    Chang Liu
    ,
    Jing Chen
    ,
    Ruiying Du
    ,
    Kun He
    ,
    Yu Zhang
    ,
    Cong Wu
    ,
    Tianwei Zhang
    ,
    Qing Guo
    , Jie Zhang
  19. ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users
    NeurIPS 2024 ·
    Guanlin Li
    ,
    Kangjie Chen
    ,
    Shudong Zhang
    , Jie Zhang,
    Tianwei Zhang
  20. AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA
    ICML 2024 ·
    Weitao Feng
    ,
    Wenbo Zhou
    ,
    Jiyan He
    , Jie Zhang,
    Tianyi Wei
    ,
    Guanlin Li
    ,
    Tianwei Zhang
    ,
    Weiming Zhang
    ,
    Nenghai Yu
  21. Data-Free Hard-Label Robustness Stealing Attack
    AAAI 2024 ·
    Xiaojian Yuan
    ,
    Kejiang Chen
    ,
    Wen Huang
    , Jie Zhang,
    Weiming Zhang
    ,
    Nenghai Yu
  22. Detecting Voice Cloning Attacks via Timbre Watermarking
    NDSS 2024 ·
    Chang Liu
    , Jie Zhang,
    Tianwei Zhang
    ,
    Xi Yang
    ,
    Weiming Zhang
    ,
    Nenghai Yu
  23. GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models
    CCS 2024 ·
    Kunsheng Tang
    ,
    Wenbo Zhou
    , Jie Zhang,
    Aishan Liu
    ,
    Gelei Deng
    ,
    Shuai Li
    ,
    Peigui Qi
    ,
    Weiming Zhang
    ,
    Tianwei Zhang
    ,
    Nenghai Yu
  24. Model X-ray: Detecting Backdoored Models via Decision Boundary
    ACM MM 2024 ·
    Yanghao Su
    , Jie Zhang,
    Ting Xu
    ,
    Tianwei Zhang
    ,
    Weiming Zhang
    ,
    Nenghai Yu
  25. Robust-Wide: Robust Watermarking Against Instruction-Driven Image Editing
    ECCV 2024 ·
    Runyi Hu
    , Jie Zhang,
    Ting Xu
    ,
    Jiwei Li
    ,
    Tianwei Zhang
  26. Transferable Facial Privacy Protection against Blind Face Restoration via Domain-Consistent Adversarial Obfuscation
    ICML 2024 ·
    Kui Zhang
    ,
    Hang Zhou
    , Jie Zhang,
    Wenbo Zhou
    ,
    Weiming Zhang
    ,
    Nenghai Yu