Get started
Author

Namkyeong Lee

Observed names: Lee, Namkyeong, Lee, Namkyeong
ORCID: 0000-0003-3995-1148
Observed ORCID: 0000-0003-3995-1148
OpenAlex ID: A5085288448
Augmentation-Free Self-Supervised Learning on Graphs
2022 · Lee, Namkyeong, Lee, Junseok, et al. · AAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI)) · 215
PDF
Heterogeneous Graph Learning for Multi-Modal Medical Data Analysis
2023 · Sein Kim, Namkyeong Lee, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 53
PDF
Deep single-cell RNA-seq data clustering with graph prototypical contrastive learning
2023 · Junseok Lee, Sungwon Kim, et al. · Bioinformatics · 33
PDF
Relational Self-Supervised Learning on Graphs
2022 · Namkyeong Lee, Dongmin Hyun, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 25
PDF
GraFN: Semi-Supervised Node Classification on Graph with Few Labels via Non-Parametric Distribution Assignment
2022 · Junseok Lee, Yunhak Oh, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 20
PDF
Shift-Robust Molecular Relational Learning with Causal Substructure
2023 · Namkyeong Lee, Kanghoon Yoon, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 19
PDF
Conditional Graph Information Bottleneck for Molecular Relational Learning
2023 · Lee, Namkyeong, Hyun, Dongmin, et al. · arXiv (Cornell University) · 13
PDF
Task Relation-aware Continual User Representation Learning
2023 · Sein Kim, Namkyeong Lee, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 11
PDF
Self-supervised graph representation learning via positive mining
2022 · Namkyeong Lee, Junseok Lee, et al. · Information Sciences · 11
Task-Equivariant Graph Few-shot Learning
2023 · Sungwon Kim, Junseok Lee, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 10
PDF
Debiased Graph Poisoning Attack via Contrastive Surrogate Objective
2024 · Kanghoon Yoon, Yeonjun In, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 8
RAG-Enhanced Collaborative LLM Agents for Drug Discovery
2025 · Lee, Namkyeong, De Brouwer, Edward, et al. · arXiv (Cornell University) · 4
PDF
Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal Transformer
2023 · Namkyeong Lee, Heewoong Noh, et al. · neural information processing systems · 4
PDF
RAG-Enhanced Collaborative LLM Agents for Drug Discovery
2026 · Namkyeong Lee, Edward De Brouwer, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 3
PDF
Retrieval-Retro: Retrieval-based Inorganic Retrosynthesis with Expert Knowledge
2024 · Heewoong Noh, Namkyeong Lee, et al. · neural information processing systems · 3
PDF
Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Models
2024 · Namkyeong Lee, Siddhartha Laghuvarapu, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 2
Compositional Representation of Polymorphic Crystalline Materials
2023 · Lee, Namkyeong, Noh, Heewoong, et al. · arXiv (Cornell University) · 2
PDF
Augmentation-Free Self-Supervised Learning on Graphs
2022 · Namkyeong Lee, Junseok Lee, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2
Global Context-aware Representation Learning for Spatially Resolved Transcriptomics
2025 · Oh, Yunhak, Lee, Junseok, et al. · arXiv (Cornell University) · 1
PDF
MedRep: Medical Concept Representation for General Electronic Health Record Foundation Models
2025 · Kim, Junmo, Lee, Namkyeong, et al. · arXiv (Cornell University) · 1
PDF
scMoE: single-cell Multi-Modal Multi-Task Learning via Sparse Mixture-of-Experts
2024 · Sukwon Yun, Jie Peng, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 1
Predicting Density of States via Multi-modal Transformer
2023 · Lee, Namkyeong, Noh, Heewoong, et al. · arXiv (Cornell University) · 1
PDF
AutoSciBench: Autonomous Benchmark Generation for Evaluating Scientific Agents
2026 · Kim, Dongki, Lee, Namkyeong, et al. · arXiv (Cornell University)
PDF
scTrilemma: Balancing Identity, Invariance, and Fidelity in Single-Cell Representation Learning
2026 · Oh, Yunhak, Lee, Yoonho, et al. · arXiv (Cornell University)
PDF
Biology-in-the-loop: Amortized Adaptive Hit Discovery in CRISPR Screens
2026 · Edwards, Carl, De Brouwer, Edward, et al. · arXiv (Cornell University)
PDF
Works count: 33
Citation count: 442
H-index: 10
I10-index: 10
Year
Topic
Type