Zhiyuan Yan
18 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (49) 🌍 Conference Polyglot · Silver 🗃️ Keyword Collector (94) ⚡ Prolific Year · Productive
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The Questioner
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Century Club · Bronze
Venues
Top co-authors
Research topics
Deep Learning
(12)
Machine Learning
(12)
Computer Vision
(10)
Artificial Intelligence
(9)
Analysis
(9)
Core AI
(9)
Learning Types · Deep Learning
(8)
Core Methods
(7)
Application Areas
(6)
Learning Types · Machine Learning
(6)
Architectures
(4)
Models
(3)
Optimization & Theory
(3)
Computer Science
(2)
Applications
(2)
Keywords
deepfake detection
(10)
domain generalization
(4)
face forgery detection
(3)
data augmentation
(2)
image classification
(2)
representation learning
(2)
image forensics
(2)
latent space
(2)
contrastive learning
(2)
error-correcting code
(2)
catastrophic forgetting
(2)
robust accuracy
(2)
continual learning
(2)
forgery detection
(2)
anomaly detection
(2)
domain adaptation
(1)
transfer learning
(1)
binary classification
(1)
reinforcement learning
(1)
feature learning
(1)
Papers
A Sanity Check for Multi-In-Domain Face Forgery Detection in the Real World
CVPR 2026
DFD-HR: Generalizable Deepfake Detection via Hierarchical Routing Learning
CVPR 2026
Towards Policy-Adaptive Image Guardrail: Benchmark and Method
CVPR 2026
Unified Multimodal Models as Auto-Encoders
CVPR 2026
Your One-Stop Solution for AI-Generated Video Detection
CVPR 2026
Exploring Unbiased Deepfake Detection via Token-Level Shuffling and Mixing
AAAI 2025
Generalization-Preserved Learning: Closing the Backdoor to Catastrophic Forgetting in Continual Deepfake Detection
ICCV 2025
Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning
CVPR 2025
Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection
ICML 2025
PiD: Generalized AI-Generated Images Detection with Pixelwise Decomposition Residuals
ICML 2025
Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection
CVPR 2025
Can We Leave Deepfake Data Behind in Training Deepfake Detector?
NeurIPS 2024
DF40: Toward Next-Generation Deepfake Detection
NeurIPS 2024
Error Correction Output Codes for Robust Neural Networks against Weight-errors: A Neural Tangent Kernel Point of View
NeurIPS 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
DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection
NeurIPS 2023
UCF: Uncovering Common Features for Generalizable Deepfake Detection
ICCV 2023