Namgyu Ho

Korea Advanced Institute of Science and Technology — South Korea

Computer Science · Physical Sciences

6h-index187citations15works0.42yr avg
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Research Topics

Topic Modeling(6), Natural Language Processing Techniques(4), Domain Adaptation and Few-Shot Learning(3), Cardiac Imaging and Diagnostics(2), Cardiovascular Function and Risk Factors(2)

Publications15 total

Self-Training Elicits Concise Reasoning in Large Language Models
arXiv (Cornell University)·2025Open Access
Self-Training Elicits Concise Reasoning in Large Language Models
2025· 1 citedOpen Access
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models
2025Open Access
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models
arXiv (Cornell University)·2024Open Access
Block Transformer: Global-to-Local Language Modeling for Fast Inference
arXiv (Cornell University)·2024· 1 citedOpen Access
HARE: Explainable Hate Speech Detection with Step-by-Step Reasoning
arXiv (Cornell University)·2023Open Access
Cross-Modal Retrieval Meets Inference:Improving Zero-Shot Classification with Cross-Modal Retrieval
arXiv (Cornell University)·2023Open Access
Large Language Models Are Reasoning Teachers
2023· 92 citedOpen Access
HARE: Explainable Hate Speech Detection with Step-by-Step Reasoning
2023· 15 citedOpen Access
Large Language Models Are Reasoning Teachers
arXiv (Cornell University)·2022· 10 citedOpen Access
Estimation of Cardiac Short Axis Slice Levels with a Cascaded Deep Convolutional and Recurrent Neural Network Model
Tomography·2022· 4 citedOpen Access
ReFine: Re-randomization before Fine-tuning for Cross-domain Few-shot Learning
Proceedings of the 31st ACM International Conference on Information & Knowledge Management·2022· 11 citedOpen Access
Benchmark Dataset for Precipitation Forecasting by Post-Processing the Numerical Weather Prediction
arXiv (Cornell University)·2022· 6 citedOpen Access
Understanding Cross-Domain Few-Shot Learning Based on Domain Similarity and Few-Shot Difficulty
arXiv (Cornell University)·2022· 6 citedOpen Access
Evaluation of transfer learning in deep convolutional neural network models for cardiac short axis slice classification
Scientific Reports·2021· 41 citedOpen Access

Frequent Co-authors

Se-Young Yun(11), Yongjin Yang(4), Laura Schmid(2), Yoon‐Chul Kim(2), Joonkee Kim(2), Yujin Kim(2), James Thorne(2), Sungnyun Kim(2), Jin-Hwa Kim(2), Hwanjun Song(2), Jaehoon Oh(2), Taehyeon Kim(2), Tergel Munkhbat(2), Seo Hyun Kim(2), Yujin Kim(2), Seungone Kim(2), Juyoung Suk(2), Ji Yong Cho(2), Shayne Longpre(2), Chae-Eun Kim(2)