PPaperPicks

Zihan Guan

9 papers at tracked venues · 6 at CORE A* · active 20242025

Venues

Frequent coauthors

Papers

  1. Backdoor in Seconds: Unlocking Vulnerabilities in Large Pre-trained Models via Model Editing
  2. BalancEdit: Dynamically Balancing the Generality-Locality Trade-off in Multi-modal Model Editing
  3. Benign Samples Matter! Fine-tuning On Outlier Benign Samples Severely Breaks Safety
    ICML 2025 · Zihan Guan
  4. Mind Control through Causal Inference: Predicting Clean Images from Poisoned Data
  5. No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users
  6. PharmaData-Agent: A Specialized Agent for Pharmaceutical Data Analysis
    ICDM 2025 · Zihan Guan
  7. UFID: A Unified Framework for Black-box Input-level Backdoor Detection on Diffusion Models
    AAAI 2025 · Zihan Guan
  8. BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks (Student Abstract)
    AAAI 2024 · Zihan Guan
  9. Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented Generation