Nam, Jaehyun
- SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs
2024/04/17 by Kim, Jaehyung, Nam, Jaehyun, Mo, Sangwoo +5 · 14 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning
2024/06/12 by Jae Hyun Nam, Nam, Jaehyun, Kyuyoung Kim +9 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
- STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables
2023/03/02 by Jae Hyun Nam, Jihoon Tack, Nam, Jaehyun +7 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement
2025/05/27 by Nam, Jaehyun, Yoon, Jinsung, Chen, Jiefeng +3 · 6 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Tabular Transfer Learning via Prompting LLMs
2024/08/09 by Nam, Jaehyun, Song, Woomin, Park, Seong Hyeon +5 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Data-Efficient Molecular Generation with Hierarchical Textual Inversion
2024/05/05 by Seojin Kim, Jae Hyun Nam, Kim, Seojin +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Genetics, Bioinformatics, and Biomedical Research #Monoclonal and Polyclonal Antibodies Research #Chemical Synthesis and Analysis