Zihan Guan
7 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Conference Polyglot (5) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
π
Grand Slam
β‘
Prolific Year
(5)
Conferences
AAAI (2)
ICML (2)
EMNLP (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
backdoor attack
(3)
diffusion model
(2)
adversarial learning
(1)
model security
(1)
computer vision
(1)
adversarial attack
(1)
generative model
(1)
adversarial defense
(1)
foundation model
(1)
vision foundation model
(1)
retrieval-augmented generation
(1)
causal analysis
(1)
backdoor detection
(1)
input perturbation
(1)
image purification
(1)
zero-shot learning
(1)
large language model
(1)
image segmentation
(1)
Papers
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users
EMNLP 2025
Benign Samples Matter! Fine-tuning On Outlier Benign Samples Severely Breaks Safety
ICML 2025
BalancEdit: Dynamically Balancing the Generality-Locality Trade-off in Multi-modal Model Editing
ICML 2025
UFID: A Unified Framework for Black-box Input-level Backdoor Detection on Diffusion Models
AAAI 2025
Mind Control through Causal Inference: Predicting Clean Images from Poisoned Data
ICLR 2025
BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks (Student Abstract)
AAAI 2024
Black-box Backdoor Defense via Zero-shot Image Purification
NIPS 2023