Hoyoon Byun

According to our database, Hoyoon Byun authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

GFML: Gravity function for metric learning.

Hoyoon Byun, Sungjun Lim, Kyungwoo Song

Eng. Appl. Artif. Intell., 2025

2024

Tc-llama 2: fine-tuning LLM for technology and commercialization applications.

Jeyoon Yeom, Hakyung Lee, Hoyoon Byun, Yewon Kim, Jeongeun Byun, Yunjeong Choi, Sungjin Kim, Kyungwoo Song

J. Big Data, December, 2024

LBC: Language-Based-Classifier for Out-Of-Variable Generalization.

Kangjun Noh, Baekryun Seong, Hoyoon Byun, Youngjun Choi, Sungjin Song, Kyungwoo Song

CoRR, 2024

Flat Posterior Does Matter For Bayesian Transfer Learning.

Sungjun Lim, Jeyoon Yeom, Sooyon Kim, Hoyoon Byun, Jinho Kang, Yohan Jung, Jiyoung Jung, Kyungwoo Song

CoRR, 2024

CED: Comparing Embedding Differences for Detecting Out-of-Distribution and Hallucinated Text.

Hakyung Lee, Keon-Hee Park, Hoyoon Byun, Jeyoon Yeom, Jihee Kim, Gyeong-Moon Park, Kyungwoo Song

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Perturb-and-Compare Approach for Detecting Out-of-Distribution Samples in Constrained Access Environments.

Heeyoung Lee, Hoyoon Byun, Changdae Oh, JinYeong Bak, Kyungwoo Song

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Geodesic Multi-Modal Mixup for Robust Fine-Tuning.

Changdae Oh, Junhyuk So, Hoyoon Byun, YongTaek Lim, Minchul Shin, Jong-June Jeon, Kyungwoo Song

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Graph Perceiver IO: A General Architecture for Graph Structured Data.

Seyun Bae, Hoyoon Byun, Changdae Oh, Yoon-Sik Cho, Kyungwoo Song

CoRR, 2022