Zhihua Xia
10 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer
π
Renaissance Researcher
(5)
π
Century Club
(10)
ποΈ
Keyword Collector
(52)
β‘
Prolific Year
(5)
Conferences
AAAI (5)
ICCV (3)
CVPR (1)
ICML (1)
Top co-authors
Research topics
Keywords
model attribution
(3)
latent diffusion model
(2)
low-rank adaptation
(2)
image generation
(2)
representation learning
(2)
model fingerprinting
(1)
deepfake detection
(1)
contrastive learning
(1)
neural architecture search
(1)
face recognition
(1)
multi-task learning
(1)
intellectual property
(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
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
CLIP-FTI: Fine-Grained Face Template Inversion via CLIP-Driven Attribute Conditioning
AAAI 2026
Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection
AAAI 2026
OmniMark: Efficient and Scalable Latent Diffusion Model Fingerprinting
AAAI 2025
Unlocking the Capabilities of Large Vision-Language Models for Generalizable and Explainable Deepfake Detection
ICML 2025
Transparent Vision: A Theory of Hierarchical Invariant Representations
ICCV 2025
Addressing Representation Collapse in Vector Quantized Models with One Linear Layer
ICCV 2025
Scalable Dual Fingerprinting for Hierarchical Attribution of Text-to-Image Models
ICCV 2025
Learning Second Order Local Anomaly for General Face Forgery Detection
CVPR 2022