| 2025 | ICRA | DreamFLEX: Learning Fault-Aware Quadrupedal Locomotion Controller for Anomaly Situation in Rough Terrains. | Seunghyun Lee, I Made Aswin Nahrendra, Dongkyu Lee, Byeongho Yu, Minho Oh, Hyeonwoo Lee, Hyun Myung |
| 2024 | ACL | MATTER: Memory-Augmented Transformer Using Heterogeneous Knowledge Sources. | Dongkyu Lee, Chandana Satya Prakash, Jack FitzGerald, Jens Lehmann |
| 2024 | SIGdial | Exploring the Use of Natural Language Descriptions of Intents for Large Language Models in Zero-shot Intent Classification. | Taesuk Hong, Youbin Ahn, Dongkyu Lee, Joongbo Shin, Seungpil Won, Janghoon Han, Stanley Jungkyu Choi, Jungyun Seo |
| 2023 | ACL | Local Temperature Beam Search: Avoid Neural Text DeGeneration via Enhanced Calibration. | Dongkyu Lee, Gyeonghun Kim, Janghoon Han, Taesuk Hong, Yireun Kim, Stanley Jungkyu Choi, Nevin L. Zhang |
| 2022 | ACL | Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation. | Yingxiu Zhao, Zhiliang Tian, Huaxiu Yao, Yinhe Zheng, Dongkyu Lee, Yiping Song, Jian Sun, Nevin L. Zhang |
| 2022 | EMNLP | Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation. | Dongkyu Lee, Ka Chun Cheung, Nevin L. Zhang |
| 2022 | EMNLP | Hard Gate Knowledge Distillation - Leverage Calibration for Robust and Reliable Language Model. | Dongkyu Lee, Zhiliang Tian, Yingxiu Zhao, Ka Chun Cheung, Nevin Lianwen Zhang |
| 2022 | EMNLP | Empathetic and Emotionally Positive Conversation Systems with an Emotion-specific Query-Response Memory. | Zhiliang Tian, Yinliang Wang, Yiping Song, Chi Zhang, Dongkyu Lee, Yingxiu Zhao, Dongsheng Li, Nevin L. Zhang |
| 2022 | EMNLP | Semi-Supervised Lifelong Language Learning. | Yingxiu Zhao, Yinhe Zheng, Bowen Yu, Zhiliang Tian, Dongkyu Lee, Jian Sun, Yongbin Li, Nevin L. Zhang |
| 2021 | AAAI | Learning from My Friends: Few-Shot Personalized Conversation Systems via Social Networks. | Zhiliang Tian, Wei Bi, Zihan Zhang, Dongkyu Lee, Yiping Song, Nevin L. Zhang |
| 2021 | ACL | Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization. | Dongkyu Lee, Zhiliang Tian, Lanqing Xue, Nevin L. Zhang |
| 2020 | ACL | Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation. | Zhiliang Tian, Wei Bi, Dongkyu Lee, Lanqing Xue, Yiping Song, Xiaojiang Liu, Nevin L. Zhang |
| 2007 | RO-MAN | Applicatioon of Biological Signal to the Expressions of Robotic Emotions. | Dongkyu Lee, Sonya S. Kwak, Myungsuk Kim |
| 2003 | DIS | A Genetic Algorithm for Inferring Pseudoknotted RNA Structures from Sequence Data. | Dongkyu Lee, Kyungsook Han |
| 2003 | ICCS | A Genetic Algorithm for Predicting RNA Pseudoknot Structures. | Dongkyu Lee, Kyungsook Han |