Hyunjun Choi

20 papers A* 2B 1Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
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.
BioData Min.
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
2025 J jnl
ESCARGOT: an AI agent leveraging large language models, dynamic graph of thoughts, and biomedical knowledge graphs for enhanced reasoning.
Bioinform.
Nicholas Matsumoto, Hyunjun Choi, Jay Moran, Miguel E. Hernandez, Mythreye Venkatesan, Xi Li, Jui-Hsuan Chang, Zhiping Paul Wang, Jason H. Moore
2025 — conf
Introduction to Voltage-Ramping Wafer Level Electromigration Method and Current Exponent Correction Factor for Co-Capping Metal Lines.
IRPS
Da Yong Shin, Hyunjun Choi, Joosung Kim, Myungsoo Yeo, Miji Lee, Taiki Uemura, Shin-Young Chung, Jong-Ho Lee
2024 J jnl
C2I-CAT: Class-to-Image Cross Attention Transformer for Out-of-Distribution Detection.
IEEE Access
Jaeho Chung, Seokho Cho, Hyunjun Choi, DaeUng Jo, Yoonho Jung, Jin Young Choi
2024 J jnl
KRAGEN: a knowledge graph-enhanced RAG framework for biomedical problem solving using large language models.
Bioinform.
Nicholas Matsumoto, Jay Moran, Hyunjun Choi, Miguel E. Hernandez, Mythreye Venkatesan, Zhiping Paul Wang, Jason H. Moore
2024 A* conf
Learnable Negative Proposals Using Dual-Signed Cross-Entropy Loss for Weakly Supervised Video Moment Localization.
ACM Multimedia
Sunoh Kim, Daeho Um, Hyunjun Choi, Jin Young Choi
2024 J jnl
UFO: Unidentified Foreground Object Detection in 3D Point Cloud.
CoRR
Hyunjun Choi, Hawook Jeong, Jin Young Choi
2023 J jnl
Aliro: an automated machine learning tool leveraging large language models.
Bioinform.
Hyunjun Choi, Jay Moran, Nicholas Matsumoto, Miguel E. Hernandez, Jason H. Moore
2023 A* conf
Balanced Energy Regularization Loss for Out-of-distribution Detection.
CVPR
Hyunjun Choi, Hawook Jeong, Jin Young Choi
2023 J jnl
Balanced Energy Regularization Loss for Out-of-distribution Detection.
CoRR
Hyunjun Choi, Hawook Jeong, Jin Young Choi
2023 B conf
Faster Convergence with Lexicase Selection in Tree-Based Automated Machine Learning.
EuroGP
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
2023 J jnl
Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning.
CoRR
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
2023 — conf
TPOT2: A New Graph-Based Implementation of the Tree-Based Pipeline Optimization Tool for Automated Machine Learning.
GPTP
Pedro Henrique Ribeiro, Anil Kumar Saini, Jay Moran, Nicholas Matsumoto, Hyunjun Choi, Miguel E. Hernandez, Jason H. Moore
2023 J jnl
Three Factors to Improve Out-of-Distribution Detection.
CoRR
Hyunjun Choi, Jaeho Chung, Hawook Jeong, Jin Young Choi
2023 J jnl
iPaaS: Intelligent Paging as a Service.
IEEE Netw.
Bokkeun Kim, Syed M. Raza, Huigyu Yang, Rajesh Challa, Duc-Tai Le, Hyunjun Choi, Dongjin Lee, Moonseong Kim, Hyunseung Choo
2021 J jnl
Rotation-Aware 3D Vehicle Detection From Point Cloud.
IEEE Access
Hyunjun Choi, Jiyeoup Jeong, Jin Young Choi
2020 — conf
Reliability on EUV Interconnect Technology for 7nm and beyond.
IRPS
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
2014 J jnl
Image encryption method for depth + texture video contents.
Int. J. Inf. Comput. Secur.
Hyunjun Choi
2010 — conf
Sequential Monte Carlo Filtering for Location Estimation in Indoor Wireless Environments.
CCNC
Jihoon Ryoo, Hyunjun Choi, Hwangnam Kim
2005 — conf
Study on Address Allocation in Ad-Hoc Networks.
ACIS-ICIS
Insu Jeong, Hyunjun Choi, Joongsoo Ma