👨💻 Juwon Seo 🏢 Working Experience AI Engineer @ Samsung Research (Aug. 2025 – Present) 🔬 Research Interests Generative Models (GANs, Diffusion Models, LLMs) Few-Shot & Continual Learning Machine Unlearning & Privacy Protection in Generative Models Diffusion Inversion & Personalization 🎓 Education M.S. in Artificial Intelligence, Kyung Hee University (Mar. 2023 - Feb. 2025) (Advisor: Prof. Gyeong-Moon Park) B.S. in Computer Science and Engineering, Kyung Hee University (Mar. 2017 - Feb. 2023) 📄 Publications (Selected) NeurIPS 2025 — Perturb a Model, Not an Image: Towards Robust Privacy Protection via Anti-Personalized Diffusion Models ICCV 2025 — ConceptSplit: Decoupled Multi-Concept Personalization of Diffusion Models CVPR 2024 — Generative Unlearning for Any Identity ICCV 2023 — LFS-GAN: Lifelong Few-Shot Image Generation