Namkyeong Lee - RankMe

42 papers A* 13A 3Journal 26

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	MSP-LLM: A Unified Large Language Model Framework for Complete Material Synthesis Planning. CoRR Heewoong Noh, Gyoung S. Na, Namkyeong Lee, Chanyoung Park
2026	A*	`conf`	RAG-Enhanced Collaborative LLM Agents for Drug Discovery. AAAI Namkyeong Lee, Edward De Brouwer, Ehsan Hajiramezanali, Tommaso Biancalani, Chanyoung Park, Gabriele Scalia
2025	A*	`conf`	Global Context-aware Representation Learning for Spatially Resolved Transcriptomics. ICML Yunhak Oh, Junseok Lee, Yeongmin Kim, Sangwoo Seo, Namkyeong Lee, Chanyoung Park
2025	J	`jnl`	Global Context-aware Representation Learning for Spatially Resolved Transcriptomics. CoRR Yunhak Oh, Junseok Lee, Yeongmin Kim, Sangwoo Seo, Namkyeong Lee, Chanyoung Park
2025	J	`jnl`	IR-Agent: Expert-Inspired LLM Agents for Structure Elucidation from Infrared Spectra. CoRR Heewoong Noh, Namkyeong Lee, Gyoung S. Na, Kibum Kim, Chanyoung Park
2025	J	`jnl`	MedRep: Medical Concept Representation for General Electronic Health Record Foundation Models. CoRR Junmo Kim, Namkyeong Lee, Jiwon Kim, Kwangsoo Kim
2025	J	`jnl`	MolTextQA: A Question-Answering Dataset and Benchmark for Evaluating Multimodal Architectures and LLMs on Molecular Structure-Text Understanding. J. Data-centric Mach. Learn. Res. Siddhartha Laghuvarapu, Namkyeong Lee, Chufan Gao, Jimeng Sun
2025	J	`jnl`	RAG-Enhanced Collaborative LLM Agents for Drug Discovery. CoRR Namkyeong Lee, Edward De Brouwer, Ehsan Hajiramezanali, Chanyoung Park, Gabriele Scalia
2025	A*	`conf`	Subgraph Federated Learning for Local Generalization. ICLR Sungwon Kim, Yoonho Lee, Yunhak Oh, Namkyeong Lee, Sukwon Yun, Junseok Lee, Sein Kim, Carl Yang, Chanyoung Park
2025	J	`jnl`	Subgraph Federated Learning for Local Generalization. CoRR Sungwon Kim, Yoonho Lee, Yunhak Oh, Namkyeong Lee, Sukwon Yun, Junseok Lee, Sein Kim, Carl Yang, Chanyoung Park
2025	A*	`conf`	Thickness-aware E(3)-Equivariant 3D Mesh Neural Networks. ICML Sungwon Kim, Namkyeong Lee, Yunyoung Doh, Seungmin Shin, Guimok Cho, Seung-Won Jeon, Sangkook Kim, Chanyoung Park
2025	J	`jnl`	Thickness-aware E(3)-Equivariant 3D Mesh Neural Networks. CoRR Sungwon Kim, Namkyeong Lee, Yunyoung Doh, Seungmin Shin, Guimok Cho, Seung-Won Jeon, Sangkook Kim, Chanyoung Park
2024	J	`jnl`	3D Interaction Geometric Pre-training for Molecular Relational Learning. CoRR Namkyeong Lee, Yunhak Oh, Heewoong Noh, Gyoung S. Na, Minkai Xu, Hanchen Wang, Tianfan Fu, Chanyoung Park
2024	A	`conf`	Debiased Graph Poisoning Attack via Contrastive Surrogate Objective. CIKM Kanghoon Yoon, Yeonjun In, Namkyeong Lee, Kibum Kim, Chanyoung Park
2024	J	`jnl`	Debiased Graph Poisoning Attack via Contrastive Surrogate Objective. CoRR Kanghoon Yoon, Yeonjun In, Namkyeong Lee, Kibum Kim, Chanyoung Park
2024	J	`jnl`	Protein-Mamba: Biological Mamba Models for Protein Function Prediction. CoRR Bohao Xu, Yingzhou Lu, Yoshitaka Inoue, Namkyeong Lee, Tianfan Fu, Jintai Chen
2024	A*	`conf`	Retrieval-Retro: Retrieval-based Inorganic Retrosynthesis with Expert Knowledge. NeurIPS Heewoong Noh, Namkyeong Lee, Gyoung S. Na, Chanyoung Park
2024	J	`jnl`	Retrieval-Retro: Retrieval-based Inorganic Retrosynthesis with Expert Knowledge. CoRR Heewoong Noh, Namkyeong Lee, Gyoung S. Na, Chanyoung Park
2024	A	`conf`	Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Models. CIKM Namkyeong Lee, Siddhartha Laghuvarapu, Chanyoung Park, Jimeng Sun
2024	J	`jnl`	Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Models. CoRR Namkyeong Lee, Siddhartha Laghuvarapu, Chanyoung Park, Jimeng Sun
2023	A*	`conf`	Conditional Graph Information Bottleneck for Molecular Relational Learning. ICML Namkyeong Lee, Dongmin Hyun, Gyoung S. Na, Sungwon Kim, Junseok Lee, Chanyoung Park
2023	J	`jnl`	Conditional Graph Information Bottleneck for Molecular Relational Learning. CoRR Namkyeong Lee, Dongmin Hyun, Gyoung S. Na, Sungwon Kim, Junseok Lee, Chanyoung Park
2023	J	`jnl`	Deep single-cell RNA-seq data clustering with graph prototypical contrastive learning. Bioinform. Junseok Lee, Sungwon Kim, Dongmin Hyun, Namkyeong Lee, Yejin Kim, Chanyoung Park
2023	A*	`conf`	Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal Transformer. NeurIPS Namkyeong Lee, Heewoong Noh, Sungwon Kim, Dongmin Hyun, Gyoung S. Na, Chanyoung Park
2023	J	`jnl`	Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal Transformer. CoRR Namkyeong Lee, Heewoong Noh, Sungwon Kim, Dongmin Hyun, Gyoung S. Na, Chanyoung Park
2023	A*	`conf`	Heterogeneous Graph Learning for Multi-Modal Medical Data Analysis. AAAI Sein Kim, Namkyeong Lee, Junseok Lee, Dongmin Hyun, Chanyoung Park
2023	J	`jnl`	Predicting Density of States via Multi-modal Transformer. CoRR Namkyeong Lee, Heewoong Noh, Sungwon Kim, Dongmin Hyun, Gyoung S. Na, Chanyoung Park
2023	A*	`conf`	Shift-Robust Molecular Relational Learning with Causal Substructure. KDD Namkyeong Lee, Kanghoon Yoon, Gyoung S. Na, Sein Kim, Chanyoung Park
2023	J	`jnl`	Shift-Robust Molecular Relational Learning with Causal Substructure. CoRR Namkyeong Lee, Kanghoon Yoon, Gyoung S. Na, Sein Kim, Chanyoung Park
2023	J	`jnl`	Stoichiometry Representation Learning with Polymorphic Crystal Structures. CoRR Namkyeong Lee, Heewoong Noh, Gyoung S. Na, Tianfan Fu, Jimeng Sun, Chanyoung Park
2023	A*	`conf`	Task Relation-aware Continual User Representation Learning. KDD Sein Kim, Namkyeong Lee, Donghyun Kim, Min-Chul Yang, Chanyoung Park
2023	J	`jnl`	Task Relation-aware Continual User Representation Learning. CoRR Sein Kim, Namkyeong Lee, Donghyun Kim, Min-Chul Yang, Chanyoung Park
2023	A*	`conf`	Task-Equivariant Graph Few-shot Learning. KDD Sungwon Kim, Junseok Lee, Namkyeong Lee, Wonjoong Kim, Seungyoon Choi, Chanyoung Park
2023	J	`jnl`	Task-Equivariant Graph Few-shot Learning. CoRR Sungwon Kim, Junseok Lee, Namkyeong Lee, Wonjoong Kim, Seungyoon Choi, Chanyoung Park
2022	A*	`conf`	Augmentation-Free Self-Supervised Learning on Graphs. AAAI Namkyeong Lee, Junseok Lee, Chanyoung Park
2022	A*	`conf`	GraFN: Semi-Supervised Node Classification on Graph with Few Labels via Non-Parametric Distribution Assignment. SIGIR Junseok Lee, Yunhak Oh, Yeonjun In, Namkyeong Lee, Dongmin Hyun, Chanyoung Park
2022	J	`jnl`	GraFN: Semi-Supervised Node Classification on Graph with Few Labels via Non-Parametric Distribution Assignment. CoRR Junseok Lee, Yunhak Oh, Yeonjun In, Namkyeong Lee, Dongmin Hyun, Chanyoung Park
2022	J	`jnl`	Heterogeneous Graph Learning for Multi-modal Medical Data Analysis. CoRR Sein Kim, Namkyeong Lee, Junseok Lee, Dongmin Hyun, Chanyoung Park
2022	A	`conf`	Relational Self-Supervised Learning on Graphs. CIKM Namkyeong Lee, Dongmin Hyun, Junseok Lee, Chanyoung Park
2022	J	`jnl`	Relational Self-Supervised Learning on Graphs. CoRR Namkyeong Lee, Dongmin Hyun, Junseok Lee, Chanyoung Park
2022	J	`jnl`	Self-supervised graph representation learning via positive mining. Inf. Sci. Namkyeong Lee, Junseok Lee, Chanyoung Park
2021	J	`jnl`	Augmentation-Free Self-Supervised Learning on Graphs. CoRR Namkyeong Lee, Junseok Lee, Chanyoung Park