| 2026 | EACL | AutoAnoEval: Semantic-Aware Model Selection via Tree-Guided LLM Reasoning for Tabular Anomaly Detection. | Suhee Yoon, Sanghyu Yoon, Ye Seul Sim, Seungdong Yoa, Dongmin Kim, Soonyoung Lee, Hankook Lee, Woohyung Lim |
| 2025 | AAAI | Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection. | Suhee Yoon, Sanghyu Yoon, Ye Seul Sim, Sungik Choi, Kyungeun Lee, Hye-Seung Cho, Hankook Lee, Woohyung Lim |
| 2025 | ACSAC | Rescuing the Unpoisoned: Efficient Defense Against Knowledge Corruption Attacks on RAG Systems. | Minseok Kim, Hankook Lee, Hyungjoon Koo |
| 2024 | CVPR | Learning Equi-Angular Representations for Online Continual Learning. | Minhyuk Seo, Hyunseo Koh, Wonje Jeung, Minjae Lee, San Kim, Hankook Lee, Sungjun Cho, Sungik Choi, Hyunwoo Kim, Jonghyun Choi |
| 2023 | CVPR | Enhancing Multiple Reliability Measures via Nuisance-Extended Information Bottleneck. | Jongheon Jeong, Sihyun Yu, Hankook Lee, Jinwoo Shin |
| 2023 | ICLR | Unsupervised Meta-learning via Few-shot Pseudo-supervised Contrastive Learning. | Huiwon Jang, Hankook Lee, Jinwoo Shin |
| 2023 | ICLR | Guiding Energy-based Models via Contrastive Latent Variables. | Hankook Lee, Jongheon Jeong, Sejun Park, Jinwoo Shin |
| 2023 | ICLR | STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables. | Jaehyun Nam, Jihoon Tack, Kyungmin Lee, Hankook Lee, Jinwoo Shin |
| 2022 | CVPR | Patch-level Representation Learning for Self-supervised Vision Transformers. | Sukmin Yun, Hankook Lee, Jaehyung Kim, Jinwoo Shin |
| 2021 | AAAI | GTA: Graph Truncated Attention for Retrosynthesis. | Seung-Woo Seo, You Young Song, June Yong Yang, Seohui Bae, Hankook Lee, Jinwoo Shin, Sung Ju Hwang, Eunho Yang |
| 2021 | ICML | Self-Improved Retrosynthetic Planning. | Junsu Kim, Sungsoo Ahn, Hankook Lee, Jinwoo Shin |
| 2021 | IJCAI | RetCL: A Selection-based Approach for Retrosynthesis via Contrastive Learning. | Hankook Lee, Sungsoo Ahn, Seung-Woo Seo, You Young Song, Eunho Yang, Sung Ju Hwang, Jinwoo Shin |
| 2020 | ICML | Self-supervised Label Augmentation via Input Transformations. | Hankook Lee, Sung Ju Hwang, Jinwoo Shin |
| 2019 | ICML | Learning What and Where to Transfer. | Yunhun Jang, Hankook Lee, Sung Ju Hwang, Jinwoo Shin |