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Zihan Guan

9 papers at tracked venues · 6 at CORE A* · active 2024–2025

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Venues

AAAI ×2ICML ×2CIKM ×1EMNLP ×1ICDM ×1ICLR ×1SIGIR ×1

Frequent coauthors

Mengxuan Hu
×8
Sheng Li
×8
Zhongliang Zhou
×4
Dongliang Guo
×3
Anil Kumar S. Vullikanti
×3
Jielu Zhang
×3
Junfeng Guo
×2
Thomas Hartvigsen
×2
Ronghang Zhu
×2
Yi Zeng
×1
Ruoxi Jia
×1
Hongyi Wu
×1

Papers

  1. Backdoor in Seconds: Unlocking Vulnerabilities in Large Pre-trained Models via Model Editing
    CIKM 2025 ·
    Dongliang Guo
    ,
    Mengxuan Hu
    , Zihan Guan,
    Junfeng Guo
    ,
    Thomas Hartvigsen
    ,
    Sheng Li
  2. BalancEdit: Dynamically Balancing the Generality-Locality Trade-off in Multi-modal Model Editing
    ICML 2025 ·
    Dongliang Guo
    ,
    Mengxuan Hu
    , Zihan Guan,
    Thomas Hartvigsen
    ,
    Sheng Li
  3. Benign Samples Matter! Fine-tuning On Outlier Benign Samples Severely Breaks Safety
    ICML 2025 · Zihan Guan,
    Mengxuan Hu
    ,
    Ronghang Zhu
    ,
    Sheng Li
    ,
    Anil Vullikanti
  4. Mind Control through Causal Inference: Predicting Clean Images from Poisoned Data
    ICLR 2025 ·
    Mengxuan Hu
    , Zihan Guan,
    Yi Zeng
    ,
    Junfeng Guo
    ,
    Zhongliang Zhou
    ,
    Jielu Zhang
    ,
    Ruoxi Jia
    ,
    Anil Kumar S. Vullikanti
    ,
    Sheng Li
  5. No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users
    EMNLP 2025 ·
    Mengxuan Hu
    ,
    Hongyi Wu
    ,
    Ronghang Zhu
    , Zihan Guan,
    Dongliang Guo
    ,
    Daiqing Qi
    ,
    Sheng Li
  6. PharmaData-Agent: A Specialized Agent for Pharmaceutical Data Analysis
    ICDM 2025 · Zihan Guan,
    Hanyin Wang
    ,
    Zhongliang Zhou
    ,
    Qiaohui Zhou
    ,
    Peining Tao
    ,
    Junshui Ma
  7. UFID: A Unified Framework for Black-box Input-level Backdoor Detection on Diffusion Models
    AAAI 2025 · Zihan Guan,
    Mengxuan Hu
    ,
    Sheng Li
    ,
    Anil Kumar S. Vullikanti
  8. BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks (Student Abstract)
    AAAI 2024 · Zihan Guan,
    Mengxuan Hu
    ,
    Zhongliang Zhou
    ,
    Jielu Zhang
    ,
    Sheng Li
    ,
    Ninghao Liu
  9. Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented Generation
    SIGIR 2024 ·
    Zhongliang Zhou
    ,
    Jielu Zhang
    , Zihan Guan,
    Mengxuan Hu
    ,
    Ni Lao
    ,
    Lan Mu
    ,
    Sheng Li
    ,
    Gengchen Mai