| 2025 | CVPR | Controllable Human Image Generation with Personalized Multi-Garments. | Yisol Choi, Sangkyung Kwak, Sihyun Yu, Hyungwon Choi, Jinwoo Shin |
| 2025 | CVPR | Efficient Long Video Tokenization via Coordinate-based Patch Reconstruction. | Huiwon Jang, Sihyun Yu, Jinwoo Shin, Pieter Abbeel, Younggyo Seo |
| 2025 | ICLR | 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 |
| 2024 | ICLR | Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition. | Sihyun Yu, Weili Nie, De-An Huang, Boyi Li, Jinwoo Shin, Anima Anandkumar |
| 2024 | ICML | Data-Efficient Molecular Generation with Hierarchical Textual Inversion. | Seojin Kim, Jaehyun Nam, Sihyun Yu, Younghoon Shin, Jinwoo Shin |
| 2023 | CVPR | Enhancing Multiple Reliability Measures via Nuisance-Extended Information Bottleneck. | Jongheon Jeong, Sihyun Yu, Hankook Lee, Jinwoo Shin |
| 2023 | CVPR | Video Probabilistic Diffusion Models in Projected Latent Space. | Sihyun Yu, Kihyuk Sohn, Subin Kim, Jinwoo Shin |
| 2022 | AAAI | Consistency Regularization for Adversarial Robustness. | Jihoon Tack, Sihyun Yu, Jongheon Jeong, Minseon Kim, Sung Ju Hwang, Jinwoo Shin |
| 2022 | ICLR | Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks. | Sihyun Yu, Jihoon Tack, Sangwoo Mo, Hyunsu Kim, Junho Kim, Jung-Woo Ha, Jinwoo Shin |