Zihan Guan
7 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
🏆
Grand Slam
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(5)
Application Areas
(4)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
(1)
Models
(1)
Optimization & Theory
(1)
Processing
(1)
Resources & Methods
(1)
Keywords
backdoor attack
(4)
large language model
(2)
diffusion model
(2)
adversarial learning
(1)
model security
(1)
computer vision
(1)
model editing
(1)
adversarial attack
(1)
generative model
(1)
adversarial defense
(1)
foundation model
(1)
latent space
(1)
vision foundation model
(1)
retrieval-augmented generation
(1)
multimodal model
(1)
causal analysis
(1)
backdoor detection
(1)
fine tuning
(1)
input perturbation
(1)
image purification
(1)
Papers
BalancEdit: Dynamically Balancing the Generality-Locality Trade-off in Multi-modal Model Editing
ICML 2025
Benign Samples Matter! Fine-tuning On Outlier Benign Samples Severely Breaks Safety
ICML 2025
Mind Control through Causal Inference: Predicting Clean Images from Poisoned Data
ICLR 2025
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users
EMNLP 2025
UFID: A Unified Framework for Black-box Input-level Backdoor Detection on Diffusion Models
AAAI 2025
BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks (Student Abstract)
AAAI 2024
Black-box Backdoor Defense via Zero-shot Image Purification
NeurIPS 2023