| 2025 | HRI | oOoBOT: Transformable and Rearrangeable Modular Robotic Furniture. | Dahyun Kang, Nayoung Lee, Wooick Jo, Yoonseob Lim, Sonya S. Kwak |
| 2025 | ICML | Self-Improving Transformers Overcome Easy-to-Hard and Length Generalization Challenges. | Nayoung Lee, Ziyang Cai, Avi Schwarzschild, Kangwook Lee, Dimitris Papailiopoulos |
| 2025 | PAKDD | Investigating the Limits of Graph Foundation Model in Real-World Travel Recommendation Systems. | Nayoung Lee, Gunmin Lee, Donghun Lee |
| 2024 | ICLR | Teaching Arithmetic to Small Transformers. | Nayoung Lee, Kartik Sreenivasan, Jason D. Lee, Kangwook Lee, Dimitris Papailiopoulos |
| 2024 | ICML | Can Mamba Learn How To Learn? A Comparative Study on In-Context Learning Tasks. | Jongho Park, Jaeseung Park, Zheyang Xiong, Nayoung Lee, Jaewoong Cho, Samet Oymak, Kangwook Lee, Dimitris Papailiopoulos |
| 2019 | GLOBECOM | Rate Maximization with Reinforcement Learning for Time-Varying Energy Harvesting Broadcast Channels. | Heasung Kim, Wonjae Shin, Heecheol Yang, Nayoung Lee, Jungwoo Lee |
| 2019 | IECON | An Improved Weinberg Converter with Low Output Current and Voltage Ripple. | Ji-Hoon Bae, Jeong-Eon Park, Ju-Young Lee, Nayoung Lee, Sang-Kyoo Han |
| 2011 | HCI | Facial Landmark Extraction for Lip Tracking of Patients with Cleft Lip Using Active Appearance Model. | Nayoung Lee, Chuck Heaston, Ada Rey, Terry Hartman, Carroll-Ann Trotman |