Junu Kim

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 9

Top Topics

Top Venues

IEEE J. Biomed. Health Informatics

Comput. Chem. Eng.

Publications

Jiyoun Kim, Junu Kim, Kyunghoon Hur, Edward Choi
EHRFL: Federated Learning Framework for Heterogeneous EHRs and Precision-guided Selection of Participating Clients. CoRR (2024)
Kyunghoon Hur, Jungwoo Oh, Junu Kim, Jiyoun Kim, Min Jae Lee, Eunbyeol Cho, Seong-Eun Moon, Young-Hak Kim, Louis Atallah, Edward Choi
GenHPF: General Healthcare Predictive Framework for Multi-Task Multi-Source Learning. IEEE J. Biomed. Health Informatics 28 (1) (2024)
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
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes. ACL (Findings) (2024)
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
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes. CoRR (2023)
Junu Kim, Chaeeun Shim, Bosco Seong Kyu Yang, Chami Im, Sung Yoon Lim, Han-Gil Jeong, Edward Choi
General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite History. CoRR (2023)
Kyunghoon Hur, Jungwoo Oh, Junu Kim, Min Jae Lee, Eunbyeol Cho, Jiyoun Kim, Seong-Eun Moon, Young-Hak Kim, Edward Choi
UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge. CoRR (2022)
Kyunghoon Hur, Jungwoo Oh, Junu Kim, Jiyoun Kim, Min Jae Lee, Eunbyeol Cho, Seong-Eun Moon, Young-Hak Kim, Edward Choi
UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge. CoRR (2022)
Junu Kim, Kyunghoon Hur, Seongjun Yang, Edward Choi
Universal EHR Federated Learning Framework. CoRR (2022)
Junu Kim, Hironori Yonekura, Takeaki Watanabe, Satoshi Yoshikawa, Hayao Nakanishi, Sara Badr, Hirokazu Sugiyama
Model-based comparison of batch and flow syntheses of an active pharmaceutical ingredient using heterogeneous hydrogenation. Comput. Chem. Eng. 156 (2022)
Junu Kim, Jinsung Cho, Heonshik Shin
Layered resource allocation for video broadcasts over wireless networks. IEEE Trans. Consumer Electron. 54 (4) (2008)
Hyuntaek Kwon, Donggeon Noh, Junu Kim, Joonho Lee, Dongeun Lee, Heonshik Shin
Low-Latency Routing for Energy-Harvesting Sensor Networks. UIC (2007)
Joonho Lee, Kyungtae Kang, Yongwoo Cho, Junu Kim, Heonshik Shin
Efficient Error Recovery for Multimedia Data Transmission over 3G Cellular Broadcast Networks. AINA (1) (2006)
Junu Kim, Jinsung Cho, Heonshik Shin
Resource allocation for scalable video broadcast in wireless cellular networks. WiMob (2) (2005)