Beyond Instructions: A Taxonomy of Information Types in How-to Videos. - Saelyne Yang; Sangkyung Kwak; Juhoon Lee; Juho Kim 001 (CHI, 2023)

Improving Diffusion Models for Authentic Virtual Try-on in the Wild. - Yisol Choi; Sangkyung Kwak; Kyungmin Lee; Hyungwon Choi; Jinwoo Shin (ECCV (86), 2024)

Direct Consistency Optimization for Robust Customization of Text-to-Image Diffusion models. - Kyungmin Lee; Sangkyung Kwak; Kihyuk Sohn; Jinwoo Shin (NeurIPS, 2024)

Few-Shot Anomaly Detection via Personalization. - Sangkyung Kwak; Jongheon Jeong; Hankook Lee; Woohyuck Kim; Dongho Seo; Woojin Yun; Wonjin Lee; Jinwoo Shin (IEEE Access, 2024)

Direct Consistency Optimization for Compositional Text-to-Image Personalization. - Kyungmin Lee; Sangkyung Kwak; Kihyuk Sohn; Jinwoo Shin (CoRR, 2024)

Improving Diffusion Models for Virtual Try-on. - Yisol Choi; Sangkyung Kwak; Kyungmin Lee; Hyungwon Choi; Jinwoo Shin (CoRR, 2024)

Controllable Human Image Generation with Personalized Multi-Garments. - Yisol Choi; Sangkyung Kwak; Sihyun Yu; Hyungwon Choi; Jinwoo Shin (CVPR, 2025)

Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think. - Sihyun Yu; Sangkyung Kwak; Huiwon Jang; Jongheon Jeong; Jonathan Huang; Jinwoo Shin; Saining Xie (ICLR, 2025)

StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment. - Younghyun Kim; Jongheon Jeong; Sangkyung Kwak; Kyungmin Lee; Juho Lee; Jinwoo Shin (CoRR, 2025)

FontAdapter: Instant Font Adaptation in Visual Text Generation. - Myungkyu Koo; Subin Kim; Sangkyung Kwak; Jaehyun Nam; Seojin Kim; Jinwoo Shin (CoRR, 2025)