Junghwan Lee

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 37

Top Topics

Video Streaming

Binary Representation

Top Venues

GECCO (Companion)

J. Am. Medical Informatics Assoc.

J. Biomed. Informatics

Publications

Junghwan Lee, Chen Xu, Yao Xie
Transformer Conformal Prediction for Time Series. CoRR (2024)
Junghwan Lee, Simin Ma, Nicoleta Serban, Shihao Yang
Inverse Probability of Treatment Weighting with Deep Sequence Models Enables Accurate treatment effect Estimation from Electronic Health Records. CoRR (2024)
Simin Ma, Junghwan Lee, Nicoleta Serban, Shihao Yang
Deep Attention Q-Network for Personalized Treatment Recommendation. ICDM (Workshops) (2023)
Junghwan Lee, Eui-Young Chung, Dongwook Kim
Developing a Job Search Platform for SMEs to Resolve Job Mismatch: A Case Study. Int. J. Asian Bus. Inf. Manag. 14 (1) (2023)
Juhwan Song, Yujin Nam, Minsuk Choi, Yonghee Jo, Seungyeon Lee, Sanghyun Lee, Nakyoung Kim, Junghwan Lee, Seungmo Kim, Haksung Kim, Seowoo Jang
C-DRX parameters optimization using Multi-Agent Reinforcement Learning with Self-attention. GLOBECOM (2023)
Junghwan Lee, Yao Xie, Xiuyuan Cheng
Training Neural Networks for Sequential Change-Point Detection. ICASSP (2023)
Simin Ma, Junghwan Lee, Nicoleta Serban, Shihao Yang
Deep Attention Q-Network for Personalized Treatment Recommendation. CoRR (2023)
Junghwan Lee
Li-ion Battery Health State Estimation with Two Feed Forward Neural Networks. ICIT (2023)
Junghwan Lee
Federated Learning in Temporal Heterogeneity. CoRR (2023)
Junghwan Lee, Seongsu Jang
Metaverse-based education service adoption and preference study using conjoint analysis. ICNC (2023)
Heejin Lee, Junghwan Lee, Yujin Kwon, Jiyoon Kwon, Sung-Min Park, Ryanghee Sohn, Cheolsoo Park
Multitask Siamese Network for Remote Photoplethysmography and Respiration Estimation. Sensors 22 (14) (2022)
Junghwan Lee
Consolidated Software Architecture for Safety-Critical AUTOSAR Applications. ICIT (2022)
Junghwan Lee, Cong Liu, Junyoung Kim, Zhehuan Chen, Yingcheng Sun, James R. Rogers, Wendy K. Chung, Chunhua Weng
Deep learning for rare disease: A scoping review. J. Biomed. Informatics 135 (2022)
Junghwan Lee, Myungjun Kim
Isolation of Shared Resources for Mixed-Criticality AUTOSAR Applications. J. Comput. Sci. Eng. 16 (3) (2022)
Junghwan Lee, Yao Xie, Xiuyuan Cheng
Training Neural Networks for Sequential Change-point Detection. CoRR (2022)
Junghwan Lee, Tingyi Wanyan, Qingyu Chen, Tiarnan D. L. Keenan, Benjamin S. Glicksberg, Emily Y. Chew, Zhiyong Lu, Fei Wang, Yifan Peng
Predicting Age-related Macular Degeneration Progression with Longitudinal Fundus Images Using Deep Learning. MLMI@MICCAI (2022)
Dongwook Kim, Hangjung Zo, Junghwan Lee
Developing a new mobile network ownership model using a risk allocation framework. Int. J. Mob. Commun. 19 (5) (2021)
Junghwan Lee, Cong Liu, Casey N. Ta, Chunhua Weng
Towards Better Diagnosis Prediction Using Bidirectional Recurrent Neural Networks. MedInfo (2021)
James R. Rogers, Junghwan Lee, Ziheng Zhou, Ying Kuen Cheung, George Hripcsak, Chunhua Weng
Contemporary use of real-world data for clinical trial conduct in the United States: a scoping review. J. Am. Medical Informatics Assoc. 28 (1) (2021)
Cong Liu, Hao Liu, Casey N. Ta, James Roger, Alex Butler, Junghwan Lee, Jaehyun Kim, Ning Shang, Chunhua Weng
Evaluation of Criteria2Query: Towards Augmented Intelligence for Cohort Identification. MedInfo (2021)
Jae Hyun Kim, Casey N. Ta, Cong Liu, Cynthia Sung, Alex M. Butler, Latoya A. Stewart, Lyudmila Ena, James R. Rogers, Junghwan Lee, Anna Ostropolets, Patrick B. Ryan, Hao Liu, Shing M. Lee, Mitchell S. V. Elkind, Chunhua Weng
Towards clinical data-driven eligibility criteria optimization for interventional COVID-19 clinical trials. J. Am. Medical Informatics Assoc. 28 (1) (2021)
Alex M. Butler, Junghwan Lee, Yat S. So, Linda Busacca, Karen Marder, Henry N. Ginsberg, Dianne Frederick, Ismael Castaneda, Elizabeth Guerrido, Chunhua Weng
Impact of IMPACT: Longitudinal Analysis of an Integrated Participant Scheduling System in a Clinical Research Setting. AMIA (2020)
Junghwan Lee, Dongwook Kim
A Study on Innovation in University Education: Focusing on 5G Mobile Communication. CCNC (2020)
James R. Rogers, Junghwan Lee, Ziheng Zhou, Patrick B. Ryan, George Hripcsak, Chunhua Weng
Contemporary Use of Real World Data for Clinical Trial Conduct. AMIA (2020)
Junghwan Lee, Myungjun Kim
Real-Time Scheduling for Mixed-Criticality Systems in the Automotive Industry. J. Comput. Sci. Eng. 14 (1) (2020)
Jong-Suk Kim, Anxiang Chen, Junghwan Lee, Il-Ju Moon, Young-Il Moon
Statistical Prediction of Typhoon-Induced Rainfall over China Using Historical Rainfall, Tracks, and Intensity of Typhoon in the Western North Pacific. Remote. Sens. 12 (24) (2020)
Dong-Uk Lee, Ho Sung Cho, Jihwan Kim, Young Jun Ku, Sangmuk Oh, Chul Dae Kim, Hyun Woo Kim, Wooyoung Lee, Tae Kyun Kim, Tae Sik Yun, Min Jeong Kim, SeungGyeon Lim, Seong Hee Lee, Byung Kuk Yun, Jun Il Moon, Ji Hwan Park, Seokwoo Choi, Young Jun Park, Chang Kwon Lee, Chunseok Jeong, Jae-Seung Lee, Sang Hun Lee, Woo Sung We, Jong Chan Yun, Doobock Lee, Junghyun Shin, Seungchan Kim, Junghwan Lee, Jiho Choi, Yucheon Ju, Myeong-Jae Park, Kang Seol Lee, Youngdo Hur, Daeyong Shim, Sangkwon Lee, Junhyun Chun, Kyowon Jin
22.3 A 128Gb 8-High 512GB/s HBM2E DRAM with a Pseudo Quarter Bank Structure, Power Dispersion and an Instruction-Based At-Speed PMBIST. ISSCC (2020)
Junghwan Lee, Dongwook Kim
Development of Innovative Business of Telecommunication Operator: Case of KT-MEG. Int. J. Asian Bus. Inf. Manag. 11 (3) (2020)
Junghwan Lee, Yong-Hyuk Kim
Epistasis-based Basis Estimation Method for Simplifying the Problem Space of an Evolutionary Search in Binary Representation. CoRR (2019)
Cong Liu, Casey N. Ta, James R. Rogers, Ziran Li, Junghwan Lee, Alex M. Butler, Ning Shang, Fabricio Sampaio Peres Kury, Liwei Wang, Feichen Shen, Hongfang Liu, Lyudmila Ena, Carol Friedman, Chunhua Weng
Ensembles of natural language processing systems for portable phenotyping solutions. J. Biomed. Informatics 100 (2019)
Junghwan Lee, Yong-Hyuk Kim
Epistasis-Based Basis Estimation Method for Simplifying the Problem Space of an Evolutionary Search in Binary Representation. Complex. 2019 (2019)
Hye-Jin Kim, Junghwan Lee, Jong-Hwui Yun, Yong-Hyuk Kim
Optimal equipment assignment for oil spill response using a genetic algorithm. GECCO (Companion) (2019)
Yong-Hoon Kim, Junghwan Lee, Yong-Hyuk Kim
Predictive model for epistasis-based basis evaluation on pseudo-boolean function using deep neural networks. GECCO (Companion) (2019)
Junghwan Lee, Yong-Hyuk Kim
Importance of finding a good basis in binary representation. GECCO (Companion) (2018)
Haehyun Cho, Hyunki Kim, Jongsu Lim, Junghwan Lee, Jeong Hyun Yi
Empirical analysis of anti-reversing schemes for protecting mobile codes in the internet-of-things. Int. J. Serv. Technol. Manag. 23 (1/2) (2017)
Junghwan Lee, Heechan Shin, Sung-Eui Yoon
Data-driven kinodynamic RRT. ICAR (2017)
Jaehyun Hwang, Junghwan Lee, Chuck Yoo
Eliminating bandwidth estimation from adaptive video streaming in wireless networks. Signal Process. Image Commun. 47 (2016)
Junghwan Lee, Kwangyong Lee
SYNCEYE: An Availability Measurement Tool for Embedded Systems. APSEC (2) (2014)
Jaehyun Hwang, Junghwan Lee, Nakjung Choi, Chuck Yoo
HAVS: hybrid adaptive video streaming for mobile devices. IEEE Trans. Consumer Electron. 60 (2) (2014)
Junghwan Lee, OSung Kwon, Liangjun Zhang, Sung-Eui Yoon
A Selective Retraction-Based RRT Planner for Various Environments. IEEE Trans. Robotics 30 (4) (2014)
Donghyuk Kim, Junghwan Lee, Sung-Eui Yoon
. ICRA (2014)
Jaehwan Kwon, Junghwan Lee, Hyunchan Park, Chuck Yoo
Seamless streaming with intelligent rate determinate algorithm in content centric networks. ICCE (2014)
Jaehyun Hwang, Nakjung Choi, Junghwan Lee, Chuck Yoo
SVC-based hybrid video streaming in mobile CE devices. ICCE (2014)
Junghwan Lee, Sung-Eui Yoon
PROT: Productive regions oriented task space path planning for hyper-redundant manipulators. ICRA (2014)
Junghwan Lee, Kyubo Lim, Chuck Yoo
Cache replacement strategies for scalable video streaming in CCN. APCC (2013)
Tieu Lin Loi, Jae-Pil Heo, Junghwan Lee, Sung-Eui Yoon
VLSH: Voronoi-based locality sensitive hashing. IROS (2013)
Duksu Kim, Jinkyu Lee, Junghwan Lee, Insik Shin, John Kim, Sung-Eui Yoon
Scheduling in Heterogeneous Computing Environments for Proximity Queries. IEEE Trans. Vis. Comput. Graph. 19 (9) (2013)
Junghwan Lee, Jaehyun Hwang, Nakjung Choi, Chuck Yoo
SVC-based Adaptive Video Streaming over Content-Centric Networking. KSII Trans. Internet Inf. Syst. 7 (10) (2013)
Junghwan Lee, OSung Kwon, Liangjun Zhang, Sung-Eui Yoon
SR-RRT: Selective retraction-based RRT planner. ICRA (2012)
Junghwan Lee, Chuck Yoo
Scalable roi algorithm for H.264/SVC-based video streaming. IEEE Trans. Consumer Electron. 57 (2) (2011)
Minsu Jeong, Bonkee Kim, Youngho Cho, Yanggyun Kim, Seyeob Kim, Heeyong Yoo, Junghwan Lee, Jae Kyung Lee, Kyung Soo Jung, Jeiyoung Lee, Junghun Lee, Huikwan Yang, Gerry Taylor, Boeun Kim
A 65nm CMOS low-power small-size multistandard, multiband mobile broadcasting receiver SoC. ISSCC (2010)
Seyeob Kim, Bonkee Kim, Minsu Jeong, Junghwan Lee, Youngho Cho, Tae Wook Kim, Boeun Kim
A 43dB ACR low-pass filter with automatic tuning for low-IF conversion DAB/T-DMB tuner IC. ESSCIRC (2005)