Junu Kim

18 papers C 1Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Behind RoPE: How Does Causal Mask Encode Positional Information?
CoRR
Junu Kim, Xiao Liu, Zhenghao Lin, Lei Ji, Yeyun Gong, Edward Choi
2025 J jnl
Enhancing LLMs' Clinical Reasoning with Real-World Data from a Nationwide Sepsis Registry.
CoRR
Junu Kim, Chaeeun Shim, Sungjin Park, Su Yeon Lee, Gee Young Suh, Chae-Man Lim, Seong Jin Choi, Song Mi Moon, Kyoung-Ho Song, Eu Suk Kim, Hong Bin Kim, Sejoong Kim, Chami Im, Dong-Wan Kang, Yong Soo Kim, Hee-Joon Bae, Sung Yoon Lim, Han-Gil Jeong, Edward Choi
2025 — conf
Towards Predicting Temporal Changes in a Patient's Chest X-ray Images based on Electronic Health Records.
CHIL
Daeun Kyung, Junu Kim, Tackeun Kim, Edward Choi
2024 J jnl
EHRFL: Federated Learning Framework for Heterogeneous EHRs and Precision-guided Selection of Participating Clients.
CoRR
Jiyoun Kim, Junu Kim, Kyunghoon Hur, Edward Choi
2024 J jnl
GenHPF: General Healthcare Predictive Framework for Multi-Task Multi-Source Learning.
IEEE J. Biomed. Health Informatics
Kyunghoon Hur, Jungwoo Oh, Junu Kim, Jiyoun Kim, Min Jae Lee, Eunbyeol Cho, Seong-Eun Moon, Young-Hak Kim, Louis Atallah, Edward Choi
2024 — conf
General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite History.
MLHC
Junu Kim, Chaeeun Shim, Bosco Seong Kyu Yang, Chami Im, Sung Yoon Lim, Han-Gil Jeong, Edward Choi
2024 — conf
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes.
ACL (Findings)
Sunjun Kweon, Junu Kim, Jiyoun Kim, Sujeong Im, Eunbyeol Cho, Seongsu Bae, Jungwoo Oh, Gyubok Lee, Jong Hak Moon, Seng Chan You, Seungjin Baek, Chang Hoon Han, Yoon Bin Jung, Yohan Jo, Edward Choi
2024 J jnl
Towards Predicting Temporal Changes in a Patient's Chest X-ray Images based on Electronic Health Records.
CoRR
Daeun Kyung, Junu Kim, Tackeun Kim, Edward Choi
2023 J jnl
General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite History.
CoRR
Junu Kim, Chaeeun Shim, Bosco Seong Kyu Yang, Chami Im, Sung Yoon Lim, Han-Gil Jeong, Edward Choi
2023 J jnl
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes.
CoRR
Sunjun Kweon, Junu Kim, Jiyoun Kim, Sujeong Im, Eunbyeol Cho, Seongsu Bae, Jungwoo Oh, Gyubok Lee, Jong Hak Moon, Seng Chan You, Seungjin Baek, Chang Hoon Han, Yoon Bin Jung, Yohan Jo, Edward Choi
2022 J jnl
Model-based comparison of batch and flow syntheses of an active pharmaceutical ingredient using heterogeneous hydrogenation.
Comput. Chem. Eng.
Junu Kim, Hironori Yonekura, Takeaki Watanabe, Satoshi Yoshikawa, Hayao Nakanishi, Sara Badr, Hirokazu Sugiyama
2022 J jnl
UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge.
CoRR
Kyunghoon Hur, Jungwoo Oh, Junu Kim, Min Jae Lee, Eunbyeol Cho, Jiyoun Kim, Seong-Eun Moon, Young-Hak Kim, Edward Choi
2022 J jnl
UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge.
CoRR
Kyunghoon Hur, Jungwoo Oh, Junu Kim, Jiyoun Kim, Min Jae Lee, Eunbyeol Cho, Seong-Eun Moon, Young-Hak Kim, Edward Choi
2022 J jnl
Universal EHR Federated Learning Framework.
CoRR
Junu Kim, Kyunghoon Hur, Seongjun Yang, Edward Choi
2008 J jnl
Layered resource allocation for video broadcasts over wireless networks.
IEEE Trans. Consumer Electron.
Junu Kim, Jinsung Cho, Heonshik Shin
2007 C conf
Low-Latency Routing for Energy-Harvesting Sensor Networks.
UIC
Hyuntaek Kwon, Donggeon Noh, Junu Kim, Joonho Lee, Dongeun Lee, Heonshik Shin
2006 — conf
Efficient Error Recovery for Multimedia Data Transmission over 3G Cellular Broadcast Networks.
AINA (1)
Joonho Lee, Kyungtae Kang, Yongwoo Cho, Junu Kim, Heonshik Shin
2005 — conf
Resource allocation for scalable video broadcast in wireless cellular networks.
WiMob (2)
Junu Kim, Jinsung Cho, Heonshik Shin