Nan Zhong
5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (12) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(14)
π£
Hot Topic Early Bird
Conferences
CVPR (2)
IJCAI (2)
ICCV (1)
Top co-authors
Research topics
Keywords
diffusion model
(3)
backdoor attack
(2)
anomaly detection
(2)
face detection
(1)
self-supervised learning
(1)
semantic alignment
(1)
feature representation
(1)
low-level features
(1)
score function
(1)
gaussian mixture model
(1)
deep neural network
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
bi-level optimization
(1)
text-to-image diffusion
(1)
ai-generated image detection
(1)
feature extractor
(1)
image embedding
(1)
trigger pattern
(1)
one-class classification
(1)
Papers
Hiding Images in Diffusion Models by Editing Learned Score Functions
CVPR 2025
Beyond Generation: A Diffusion-based Low-level Feature Extractor for Detecting AI-generated Images
CVPR 2025
Bi-Level Optimization for Self-Supervised AI-Generated Face Detection
ICCV 2025
Fine-grained Prompt Screening: Defending Against Backdoor Attack on Text-to-Image Diffusion Models
IJCAI 2025
Imperceptible Backdoor Attack: From Input Space to Feature Representation
IJCAI 2022