Peipeng Yu

6 papers · 2022–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14)

Venues

AAAI (3) CVPR (1) ICCV (1) ICML (1)

Top co-authors

Zhihua Xia (6) Jianwei Fei (4) Yunshu Dai (3) Hui Gao (2) Longchen Dai (2) Chip Hong Chang (1) Alessandro Piva (1) Jian Weng (1) Daniele Baracchi (1) Dasara Shullani (1)

Research topics

Deep Learning (4) Machine Learning (4) Computer Vision (3) Models (3) Artificial Intelligence (2) Analysis (2) Application Areas (2) Core AI (2) Core Methods (2) Security & Privacy (1) Generation (1) Learning Types (1) Privacy (1) Techniques (1)

Keywords

model attribution (2) low-rank adaptation (2) deepfake detection (2) multi-task learning (1) anomaly detection (1) weakly supervised learning (1) face recognition (1) intellectual property (1) spectral analysis (1) generative model (1) parameter-efficient fine-tuning (1) text-to-image model (1) vision-language model (1) feature decomposition (1) face forgery detection (1) open-set recognition (1) clip embedding (1) large language model (1) cross-modal feature interaction (1) dual fingerprinting (1)

Papers

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 One for All: Synthesis-Free Fingerprint Learning for Attribution of In-the-Wild Synthetic Images AAAI 2026 Scalable Dual Fingerprinting for Hierarchical Attribution of Text-to-Image Models 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