| 2026 | WACV | ForestSplats: Deformable transient field for Gaussian Splatting in the Wild. | Wongi Park, Myeongseok Nam, Siwon Kim, Sangwoo Jo, Soomok Lee |
| 2025 | AAAI | Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation. | HyunGi Kim, Siwon Kim, Jisoo Mok, Sungroh Yoon |
| 2025 | CVPR | Rethinking Training for De-biasing Text-to-Image Generation: Unlocking the Potential of Stable Diffusion. | Eunji Kim, Siwon Kim, Minjun Park, Rahim Entezari, Sungroh Yoon |
| 2024 | EACL | GrounDial: Human-norm Grounded Safe Dialog Response Generation. | Siwon Kim, Shuyang Dai, Mohammad Kachuee, Shayan Ray, Tara Taghavi, Sungroh Yoon |
| 2024 | MICCAI | Efficient Deep Learning Approaches for Processing Ultra-widefield Retinal Imaging. | Siwon Kim, Wooyung Yun, Jeongbin Oh, Soomok Lee |
| 2023 | CVPR | Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space. | Siwon Kim, Jinoh Oh, Sungjin Lee, Seunghak Yu, Jaeyoung Do, Tara Taghavi |
| 2023 | ICML | On the Impact of Knowledge Distillation for Model Interpretability. | Hyeongrok Han, Siwon Kim, Hyun-Soo Choi, Sungroh Yoon |
| 2023 | ICML | Probabilistic Concept Bottleneck Models. | Eunji Kim, Dahuin Jung, Sangha Park, Siwon Kim, Sungroh Yoon |
| 2022 | AAAI | Towards a Rigorous Evaluation of Time-Series Anomaly Detection. | Siwon Kim, Kukjin Choi, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon |
| 2022 | CVPR | Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization. | Eunji Kim, Siwon Kim, Jungbeom Lee, Hyunwoo Kim, Sungroh Yoon |
| 2022 | ECCV | Grounding Visual Representations with Texts for Domain Generalization. | Seonwoo Min, Nokyung Park, Siwon Kim, Seunghyun Park, Jinkyu Kim |
| 2021 | CVPR | XProtoNet: Diagnosis in Chest Radiography With Global and Local Explanations. | Eunji Kim, Siwon Kim, Minji Seo, Sungroh Yoon |
| 2020 | EMNLP | Interpretation of NLP models through input marginalization. | Siwon Kim, Jihun Yi, Eunji Kim, Sungroh Yoon |