Nan Zhong

5 papers · 2022–2025 · 3 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 · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

Venues

CVPR (2) IJCAI (2) ICCV (1)

Top co-authors

Xinpeng Zhang (3) Zhenxing Qian (3) Kede Ma (2) Haoyu Chen (2) Yiran Xu (2) Guobiao Li (1) Anda Cheng (1) Yunqiao Yang (1) Yinggui Wang (1) Baosheng Yu (1)

Research topics

Machine Learning (5) Deep Learning (3) Learning Types · Machine Learning (3) Models (3) Computer Vision (2) Analysis (2) Application Areas (2) Core Methods (2) Artificial Intelligence (1) Security & Privacy (1) Core AI (1) Learning Types · Deep Learning (1) Privacy (1) Techniques (1)

Keywords

diffusion model (3) anomaly detection (2) backdoor attack (2) face detection (1) self-supervised learning (1) semantic alignment (1) feature representation (1) low-level features (1) bilevel optimization (1) score function (1) gaussian mixture model (1) deep neural network (1) parameter-efficient fine-tuning (1) low-rank adaptation (1) text-to-image diffusion (1) ai-generated image detection (1) feature extractor (1) image embedding (1) trigger pattern (1) one-class classification (1)

Papers

Beyond Generation: A Diffusion-based Low-level Feature Extractor for Detecting AI-generated Images CVPR 2025 Bi-Level Optimization for Self-Supervised AI-Generated Face Detection ICCV 2025 Fine-grained Prompt Screening: Defending Against Backdoor Attack on Text-to-Image Diffusion Models IJCAI 2025 Hiding Images in Diffusion Models by Editing Learned Score Functions CVPR 2025 Imperceptible Backdoor Attack: From Input Space to Feature Representation IJCAI 2022