Nam, Jaehyun

11 publications

NeurIPS 2025 MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement Jaehyun Nam, Jinsung Yoon, Jiefeng Chen, Jinwoo Shin, Sercan O Arik, Tomas Pfister

NeurIPSW 2024 An Efficient Tokenization for Molecular Language Models Seojin Kim, Jaehyun Nam, Jinwoo Shin

ICML 2024 Data-Efficient Molecular Generation with Hierarchical Textual Inversion Seojin Kim, Jaehyun Nam, Sihyun Yu, Younghoon Shin, Jinwoo Shin

TMLR 2024 Holistic Molecular Representation Learning via Multi-View Fragmentation Seojin Kim, Jaehyun Nam, Junsu Kim, Hankook Lee, Sungsoo Ahn, Jinwoo Shin

NeurIPS 2024 Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning Jaehyun Nam, Kyuyoung Kim, Seunghyuk Oh, Jihoon Tack, Jaehyung Kim, Jinwoo Shin

ICLR 2024 SuRe: Summarizing Retrievals Using Answer Candidates for Open-Domain QA of LLMs Jaehyung Kim, Jaehyun Nam, Sangwoo Mo, Jongjin Park, Sang-Woo Lee, Minjoon Seo, Jung-Woo Ha, Jinwoo Shin

NeurIPSW 2023 Data-Efficient Molecular Generation with Hierarchical Textual Inversion Seojin Kim, Jaehyun Nam, Sihyun Yu, Younghoon Shin, Jinwoo Shin

ICLRW 2023 Fragment-Based Multi-View Molecular Contrastive Learning Seojin Kim, Jaehyun Nam, Junsu Kim, Hankook Lee, Sungsoo Ahn, Jinwoo Shin

ICLR 2023 STUNT: Few-Shot Tabular Learning with Self-Generated Tasks from Unlabeled Tables Jaehyun Nam, Jihoon Tack, Kyungmin Lee, Hankook Lee, Jinwoo Shin

ICMLW 2023 Semi-Supervised Tabular Classification via In-Context Learning of Large Language Models Jaehyun Nam, Woomin Song, Seong Hyeon Park, Jihoon Tack, Sukmin Yun, Jaehyung Kim, Jinwoo Shin

NeurIPSW 2022 STUNT: Few-Shot Tabular Learning with Self-Generated Tasks from Unlabeled Tables Jaehyun Nam, Jihoon Tack, Kyungmin Lee, Hankook Lee, Jinwoo Shin