Hyunjun Choi

According to our database, Hyunjun Choi authored at least 17 papers between 2005 and 2025.

Collaborative distances:

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

2025

ESCARGOT: an AI agent leveraging large language models, dynamic graph of thoughts, and biomedical knowledge graphs for enhanced reasoning.

Nicholas Matsumoto, Hyunjun Choi, Jay Moran, Miguel E. Hernandez, Mythreye Venkatesan, Xi Li, Jui-Hsuan Chang, Zhiping Paul Wang, Jason H. Moore

Bioinform., 2025

Drug repurposing for Alzheimer's disease using a graph-of-thoughts based large language model to infer drug-disease relationships in a comprehensive knowledge graph.

Zhiping Paul Wang, Xi Li, Nicholas Matsumoto, Mythreye Venkatesan, Jui-Hsuan Chang, Jay Moran, Hyunjun Choi, Binglan Li, Yufei Meng, Miguel E. Hernandez, Jason H. Moore

BioData Min., 2025

Introduction to Voltage-Ramping Wafer Level Electromigration Method and Current Exponent Correction Factor for Co-Capping Metal Lines.

Da Yong Shin, Hyunjun Choi, Joosung Kim, Myungsoo Yeo, Miji Lee, Taiki Uemura, Shin-Young Chung, Jong-Ho Lee

Proceedings of the IEEE International Reliability Physics Symposium, 2025

2024

UFO: Unidentified Foreground Object Detection in 3D Point Cloud.

Hyunjun Choi, Hawook Jeong, Jin Young Choi

CoRR, 2024

KRAGEN: a knowledge graph-enhanced RAG framework for biomedical problem solving using large language models.

Nicholas Matsumoto, Jay Moran, Hyunjun Choi, Miguel E. Hernandez, Mythreye Venkatesan, Zhiping Paul Wang, Jason H. Moore

Bioinform., 2024

C2I-CAT: Class-to-Image Cross Attention Transformer for Out-of-Distribution Detection.

Jaeho Chung, Seokho Cho, Hyunjun Choi, Daeung Jo, Yoonho Jung, Jin Young Choi

IEEE Access, 2024

Learnable Negative Proposals Using Dual-Signed Cross-Entropy Loss for Weakly Supervised Video Moment Localization.

Sunoh Kim, Daeho Um, Hyunjun Choi, Jin Young Choi

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

2023

Aliro: an automated machine learning tool leveraging large language models.

Hyunjun Choi, Jay Moran, Nicholas Matsumoto, Miguel E. Hernandez, Jason H. Moore

Bioinform., October, 2023

Three Factors to Improve Out-of-Distribution Detection.

Hyunjun Choi, Jaeho Chung, Hawook Jeong, Jin Young Choi

CoRR, 2023

TPOT2: A New Graph-Based Implementation of the Tree-Based Pipeline Optimization Tool for Automated Machine Learning.

Pedro Henrique Ribeiro, Anil Kumar Saini, Jay Moran, Nicholas Matsumoto, Hyunjun Choi, Miguel E. Hernandez, Jason H. Moore

Proceedings of the Genetic Programming Theory and Practice XX [GPTP 2023], 2023

Faster Convergence with Lexicase Selection in Tree-Based Automated Machine Learning.

Nicholas Matsumoto, Anil Kumar Saini, Pedro Henrique Ribeiro, Hyunjun Choi, Alena Orlenko, Leo-Pekka Lyytikäinen, Jari O. Laurikka, Terho Lehtimäki, Sandra Batista, Jason H. Moore

Proceedings of the Genetic Programming - 26th European Conference, 2023

Balanced Energy Regularization Loss for Out-of-distribution Detection.

Hyunjun Choi, Hawook Jeong, Jin Young Choi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2021

Rotation-Aware 3D Vehicle Detection From Point Cloud.

Hyunjun Choi, Jiyeoup Jeong, Jin Young Choi

IEEE Access, 2021

2020

Reliability on EUV Interconnect Technology for 7nm and beyond.

Tae-Young Jeong, Miji Lee, Yunkyung Jo, Jinwoo Kim, Min Kim, Myungsoo Yeo, Jinseok Kim, Hyunjun Choi, Joosung Kim, Yoojin Jo, Yongsung Ji, Taiki Uemura, Hai Jiang, Dongkyun Kwon, HwaSung Rhee, Sangwoo Pae, Brandon Lee

Proceedings of the 2020 IEEE International Reliability Physics Symposium, 2020

2014

Image encryption method for depth + texture video contents.

Hyunjun Choi

Int. J. Inf. Comput. Secur., 2014

2010

Sequential Monte Carlo Filtering for Location Estimation in Indoor Wireless Environments.

Jihoon Ryoo, Hyunjun Choi, Hwangnam Kim

Proceedings of the 7th IEEE Consumer Communications and Networking Conference, 2010

2005

Study on Address Allocation in Ad-Hoc Networks.

Insu Jeong, Hyunjun Choi, Joongsoo Ma

Proceedings of the 4th Annual ACIS International Conference on Computer and Information Science (ICIS 2005), 2005