Zhiyuan Yan
13 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (11) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (39) π§ Keyword Pioneer π Interdisciplinary Bridge
π
Conference Polyglot
(5)
ποΈ
Keyword Collector
(63)
β‘
Prolific Year
(6)
π
Century Club
(13)
β
The Questioner
Conferences
NIPS (4)
CVPR (3)
ICML (3)
ICCV (2)
AAAI (1)
Top co-authors
Keywords
deepfake detection
(8)
domain generalization
(3)
representation learning
(2)
forgery detection
(2)
error correcting code
(2)
catastrophic forgetting
(2)
robust accuracy
(2)
latent space
(2)
image forensics
(2)
face forgery detection
(2)
continual learning
(2)
image classification
(2)
contrastive learning
(2)
anomaly detection
(2)
data augmentation
(2)
domain adaptation
(1)
transfer learning
(1)
binary classification
(1)
feature disentanglement
(1)
feature learning
(1)
Papers
Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection
ICML 2025
Exploring Unbiased Deepfake Detection via Token-Level Shuffling and Mixing
AAAI 2025
Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning
CVPR 2025
Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection
CVPR 2025
Generalization-Preserved Learning: Closing the Backdoor to Catastrophic Forgetting in Continual Deepfake Detection
ICCV 2025
PiD: Generalized AI-Generated Images Detection with Pixelwise Decomposition Residuals
ICML 2025
DF40: Toward Next-Generation Deepfake Detection
NIPS 2024
Can We Leave Deepfake Data Behind in Training Deepfake Detector?
NIPS 2024
Error Correction Output Codes for Robust Neural Networks against Weight-errors: A Neural Tangent Kernel Point of View
NIPS 2024
Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection
CVPR 2024
COLA: Orchestrating Error Coding and Learning for Robust Neural Network Inference Against Hardware Defects
ICML 2023
UCF: Uncovering Common Features for Generalizable Deepfake Detection
ICCV 2023
DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection
NIPS 2023