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| NO | Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date) |
|---|---|
| Guiding Deep Molecular Optimization with Genetic Exploration Ahn, Sungsoo; Kim, Junsu; Lee, Hankook; Shin, Jinwoo, 34th Conference on Neural Information Processing Systems (NeurIPS) 2020, Neural Information Processing Systems, 2020-12-07 | |
| RoMA: Robust Model Adaptation for Offline Model-based Optimization Yu, Sihyun; Ahn, Sungsoo; Song, Le; Shin, Jinwoo, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Neural Information Processing Systems, 2021-12-07 | |
| RetCL: A Selection-based Approach for Retrosynthesis via Contrastive Learning Lee, Hankook; Ahn, Sungsoo; Seo, Seung-Woo; Song, You Young; Yang, Eunho; Hwang, Sung Ju; Shin, Jinwoo, International Joint Conferences on Artificial Intelligence Organization, pp.2673 - 2679, IJCAI-21 Conference Chair, 2021-08 | |
| Disentangling Sources of Risk for Distributional Multi-Agent Reinforcement Learning Son, Kyunghwan; Yi, Yung; Kim, Junsu; Shin, Jinwoo; Ahn, Sungsoo; Reyes, Roben D Delos, The 39th International Conference on Machine Learning, ICML 2022, International Conference on Machine Learning, 2022-07-18 | |
| Bucket Renormalization for Approximate Inference Ahn, Sungsoo; Chertkov, Michael; Weller, Adrian; Shin, Jinwoo, ICML 2018, International Machine Learning Society (IMLS), 2018-07 | |
| Minimum Weight Perfect Matching via Blossom Belief Propagation Ahn, Sungsoo; Park, Sejun; Misha Chertkov; Shin, Jinwoo, NIPS 2015, Neural Information Processing Systems Foundation, 2015-12-08 | |
| Synthesis of MCMC and Belief Propagation Ahn, Sungsoo; Chertkov, Michael; Shin, Jinwoo, NIPS 2016, Neural Information Processing Systems Foundation, 2016-12-07 |