| Semi-supervised learning for cross-domain recommendation to cold-start users SK Kang, J Hwang, D Lee, H Yu Proceedings of the 28th ACM international conference on information and …, 2019 | 217 | 2019 |
| Bootstrapping user and item representations for one-class collaborative filtering D Lee, SK Kang, H Ju, C Park, H Yu Proceedings of the 44th international ACM SIGIR conference on Research and …, 2021 | 123 | 2021 |
| Generating sequential electronic health records using dual adversarial autoencoder D Lee, H Yu, X Jiang, D Rogith, M Gudala, M Tejani, Q Zhang, L Xiong Journal of the American Medical Informatics Association 27 (9), 1411-1419, 2020 | 74 | 2020 |
| PUMAD: PU metric learning for anomaly detection H Ju, D Lee, J Hwang, J Namkung, H Yu Information Sciences 523, 167-183, 2020 | 45 | 2020 |
| Harmonized representation learning on dynamic EHR graphs D Lee, X Jiang, H Yu Journal of biomedical informatics 106, 103426, 2020 | 39 | 2020 |
| Learnable Dynamic Temporal Pooling for Time Series Classification D Lee, S Lee, H Yu Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 8288-8296, 2021 | 34 | 2021 |
| Multi-class data description for out-of-distribution detection D Lee, S Yu, H Yu Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 34 | 2020 |
| Dialogue chain-of-thought distillation for commonsense-aware conversational agents H Chae, Y Song, KT Ong, T Kwon, M Kim, Y Yu, D Lee, D Kang, J Yeo arXiv preprint arXiv:2310.09343, 2023 | 30 | 2023 |
| Taxocom: Topic taxonomy completion with hierarchical discovery of novel topic clusters D Lee, J Shen, SK Kang, S Yoon, J Han, H Yu Proceedings of the ACM Web Conference 2022, 2819-2829, 2022 | 30 | 2022 |
| Personalized knowledge distillation for recommender system SK Kang, D Lee, W Kweon, H Yu Knowledge-Based Systems 239, 107958, 2022 | 25 | 2022 |
| Learnable structural semantic readout for graph classification D Lee, S Kim, S Lee, C Park, H Yu 2021 IEEE International Conference on Data Mining (ICDM), 1180-1185, 2021 | 25 | 2021 |
| Toward interpretable semantic textual similarity via optimal transport-based contrastive sentence learning S Lee, D Lee, S Jang, H Yu arXiv preprint arXiv:2202.13196, 2022 | 23 | 2022 |
| Weakly supervised temporal anomaly segmentation with dynamic time warping D Lee, S Yu, H Ju, H Yu Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 17 | 2021 |
| Large language models are clinical reasoners: Reasoning-aware diagnosis framework with prompt-generated rationales T Kwon, KT Ong, D Kang, S Moon, JR Lee, D Hwang, B Sohn, Y Sim, ... Proceedings of the AAAI conference on artificial intelligence 38 (16), 18417 …, 2024 | 14 | 2024 |
| Consensus learning from heterogeneous objectives for one-class collaborative filtering SK Kang, D Lee, W Kweon, J Hwang, H Yu Proceedings of the ACM Web Conference 2022, 1965-1976, 2022 | 14 | 2022 |
| Can large language models be good emotional supporter? mitigating preference bias on emotional support conversation D Kang, S Kim, T Kwon, S Moon, H Cho, Y Yu, D Lee, J Yeo arXiv preprint arXiv:2402.13211, 2024 | 13 | 2024 |
| Learning topology-specific experts for molecular property prediction S Kim, D Lee, SK Kang, S Lee, H Yu Proceedings of the AAAI Conference on Artificial Intelligence 37 (7), 8291-8299, 2023 | 13 | 2023 |
| Distillation from heterogeneous models for top-k recommendation SK Kang, W Kweon, D Lee, J Lian, X Xie, H Yu Proceedings of the ACM Web Conference 2023, 801-811, 2023 | 13 | 2023 |
| Scstory: Self-supervised and continual online story discovery S Yoon, Y Meng, D Lee, J Han Proceedings of the ACM web conference 2023, 1853-1864, 2023 | 12 | 2023 |
| GeoVideoIndex: Indexing for georeferenced videos D Lee, J Oh, WK Loh, H Yu Information Sciences 374, 210-223, 2016 | 12 | 2016 |
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