Zhihua Xia
11 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (27) 🏆 Keyword Champion (3) 💎 Century Club · Bronze
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Keyword Collector
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Prolific Year · Productive
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Research topics
Deep Learning
(9)
Machine Learning
(7)
Models
(6)
Computer Vision
(5)
Artificial Intelligence
(4)
Analysis
(4)
Application Areas
(4)
Core AI
(4)
Core Methods
(3)
Security & Privacy
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Privacy
(2)
Techniques
(2)
Computer Science
(1)
Keywords
model attribution
(3)
latent diffusion model
(2)
low-rank adaptation
(2)
deepfake detection
(2)
representation learning
(2)
image generation
(2)
model fingerprinting
(1)
intellectual property
(1)
contrastive learning
(1)
neural architecture search
(1)
face recognition
(1)
multi-task learning
(1)
vector quantization
(1)
spectral analysis
(1)
convolutional neural network
(1)
weakly supervised learning
(1)
latent representation
(1)
adversarial perturbation
(1)
parameter-efficient fine-tuning
(1)
generative model
(1)
Papers
CLIP-FTI: Fine-Grained Face Template Inversion via CLIP-Driven Attribute Conditioning
AAAI 2026
Enabling Supervised Learning of Generative Signatures for Generalized AI-Generated Images Detection
CVPR 2026
Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection
AAAI 2026
One for All: Synthesis-Free Fingerprint Learning for Attribution of In-the-Wild Synthetic Images
AAAI 2026
Towards Provably Secure and Highly Robust Generative Image Steganography Leveraging Latent Diffusion Model
AAAI 2026
Addressing Representation Collapse in Vector Quantized Models with One Linear Layer
ICCV 2025
OmniMark: Efficient and Scalable Latent Diffusion Model Fingerprinting
AAAI 2025
Scalable Dual Fingerprinting for Hierarchical Attribution of Text-to-Image Models
ICCV 2025
Transparent Vision: A Theory of Hierarchical Invariant Representations
ICCV 2025
Unlocking the Capabilities of Large Vision-Language Models for Generalizable and Explainable Deepfake Detection
ICML 2025
Learning Second Order Local Anomaly for General Face Forgery Detection
CVPR 2022