Lee, Namkyeong

13 publications

NeurIPS 2025 3D Interaction Geometric Pre-Training for Molecular Relational Learning Namkyeong Lee, Yunhak Oh, Heewoong Noh, Gyoung S. Na, Minkai Xu, Hanchen, Tianfan Fu, Chanyoung Park

ICML 2025 Global Context-Aware Representation Learning for Spatially Resolved Transcriptomics Yunhak Oh, Junseok Lee, Yeongmin Kim, Sangwoo Seo, Namkyeong Lee, Chanyoung Park

ICLRW 2025 RAG-Enhanced Collaborative LLM Agents for Drug Discovery Namkyeong Lee, Edward De Brouwer, Ehsan Hajiramezanali, Tommaso Biancalani, Chanyoung Park, Gabriele Scalia

ICLR 2025 Subgraph Federated Learning for Local Generalization Sungwon Kim, Yoonho Lee, Yunhak Oh, Namkyeong Lee, Sukwon Yun, Junseok Lee, Sein Kim, Carl Yang, Chanyoung Park

ICML 2025 Thickness-Aware E(3)-Equivariant 3D Mesh Neural Networks Sungwon Kim, Namkyeong Lee, Yunyoung Doh, Seungmin Shin, Guimok Cho, Seung-Won Jeon, Sangkook Kim, Chanyoung Park

NeurIPSW 2024 3D Interaction Geometric Pre-Training for Molecular Relational Learning Namkyeong Lee, Yunhak Oh, Heewoong Noh, Gyoung S. Na, Tianfan Fu, Chanyoung Park

NeurIPS 2024 Retrieval-Retro: Retrieval-Based Inorganic Retrosynthesis with Expert Knowledge Heewoong Noh, Namkyeong Lee, Gyoung S. Na, Chanyoung Park

ICML 2023 Conditional Graph Information Bottleneck for Molecular Relational Learning Namkyeong Lee, Dongmin Hyun, Gyoung S. Na, Sungwon Kim, Junseok Lee, Chanyoung Park

NeurIPS 2023 Density of States Prediction of Crystalline Materials via Prompt-Guided Multi-Modal Transformer Namkyeong Lee, Heewoong Noh, Sungwon Kim, Dongmin Hyun, Gyoung S. Na, Chanyoung Park

AAAI 2023 Heterogeneous Graph Learning for Multi-Modal Medical Data Analysis Sein Kim, Namkyeong Lee, Junseok Lee, Dongmin Hyun, Chanyoung Park

ICLRW 2023 Predicting Density of States via Multi-Modal Transformer Namkyeong Lee, Heewoong Noh, Sungwon Kim, Dongmin Hyun, Gyoung S. Na, Chanyoung Park

NeurIPSW 2023 Stoichiometry Representation Learning with Polymorphic Crystal Structures Namkyeong Lee, Heewoong Noh, Gyoung S. Na, Tianfan Fu, Jimeng Sun, Chanyoung Park

AAAI 2022 Augmentation-Free Self-Supervised Learning on Graphs Namkyeong Lee, Junseok Lee, Chanyoung Park