Dongheon Lee

49 papers A* 1A 2B 3C 5Misc 1Journal 31Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
ColonOOD: A complete pipeline for optical diagnosis of colorectal polyps integrating out-of-distribution detection and uncertainty quantification.
Expert Syst. Appl.
Sehyun Park, Dongheon Lee, Ji Young Lee, Jaeyoung Chun, Ji Young Chang, Eunsu Baek, Eun Hyo Jin, Hyung-Sin Kim
2026 J jnl
FairAnon: Demographically fair face anonymization via orthogonal semantic guidance.
Inf. Fusion
Yeon Gyu Han, Jung-Im Na, Seong Hwan Kim, Sunje Kim, Seung Han Song, Dongheon Lee
2026 J jnl
Predictive machine learning for postoperative pain using biosignals: a retrospective observational study.
BMC Medical Informatics Decis. Mak.
Jieun Oh, Dongheon Lee, Minwoong Kang, Chahyun Oh, Seyeon Park, Jiho Park, Kyungsang Kim, Boohwi Hong
2026 J jnl
Rank-Factorized Implicit Neural Bias: Scaling Super-Resolution Transformer with FlashAttention.
CoRR
Dongheon Lee, Seokju Yun, Jaegyun Im, Youngmin Ro
2026 J jnl
StAR: Segment Anything Reasoner.
CoRR
Seokju Yun, Dongheon Lee, Noori Bae, Jaesung Jun, Chanseul Cho, Youngmin Ro
2025 Misc conf
DeFT-Mamba: Universal Multichannel Sound Separation and Polyphonic Audio Classification.
ICASSP
Dongheon Lee, Jung-Woo Choi
2025 J jnl
DeepASA: An Object-Oriented One-for-All Network for Auditory Scene Analysis.
CoRR
Dongheon Lee, Younghoo Kwon, Jung-Woo Choi
2025 J jnl
Emulating Self-attention with Convolution for Efficient Image Super-Resolution.
CoRR
Dongheon Lee, Seokju Yun, Youngmin Ro
2025 J jnl
Exploring the Capabilities of LLM Encoders for Image-Text Retrieval in Chest X-rays.
CoRR
Hanbin Ko, Gihun Cho, Inhyeok Baek, Donguk Kim, Joonbeom Koo, Changi Kim, Dongheon Lee, Chang Min Park
2025 J jnl
Low-dose computed tomography perceptual image quality assessment.
Medical Image Anal.
Wonkyeong Lee, Fabian Wagner, Adrian Galdran, Yongyi Shi, Wenjun Xia, Ge Wang, Xuanqin Mou, Md. Atik Ahamed, Abdullah-Al-Zubaer Imran, Ji Eun Oh, Kyungsang Kim, Jong Tak Baek, Dongheon Lee, Boohwi Hong, Philip Tempelman, Donghang Lyu, Adrian Kuiper, Lars van Blokland, Maria Baldeon Calisto, Scott S. Hsieh, Minah Han, Jongduk Baek, Andreas Maier, Adam S. Wang, Garry Evan Gold, Jang-Hwan Choi
2025 — conf
Preprocessing-Architecture Co-Design for Multi-Label Classification in 3D Chest CT Scans.
ICCVW
Jung Jun Ah, Juhui Lee, Jihye Heo, Dongheon Lee
2025 J jnl
Quantification of left ventricular mass in multiple views of echocardiograms using model-agnostic meta learning in a few-shot setting.
PeerJ Comput. Sci.
Yeong Hyeon Kim, Donghoon Kim, Jin Young Youm, Jiyoon Won, Seola Kim, Woohyun Park, Yisak Kim, Dongheon Lee
2025 J jnl
SeamXSim: Seamless-textured virtual colonoscopy simulator via unpaired long-term video translation.
Comput. Biol. Medicine
Seunghyun Jang, Dongheon Lee, Yisak Kim, Gihun Cho, Kwang Woo Kim, Sihyun Kim, Jong-Pil Im, Byeong Gwan Kim, Chang Min Park
2025 J jnl
Self-Supervised Autoencoder Network for Robust Heart Rate Extraction from Noisy Photoplethysmogram: Applying Blind Source Separation to Biosignal Analysis.
CoRR
Matthew B. Webster, Dongheon Lee, Joonnyong Lee
2025 J jnl
Self-supervised autoencoder network for robust heart rate extraction from noisy photoplethysmogram: Applying blind source separation to biosignal analysis.
Comput. Biol. Medicine
Matthew B. Webster, Dongheon Lee, Joonnyong Lee
2025 A* conf
SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning.
CVPR
Seokju Yun, Seunghye Chae, Dongheon Lee, Youngmin Ro
2025 C conf
ViSeNet: A Visual-Semantic Fusion Network for Enhancing Few-Shot Classification.
ICCE
Dongheon Lee, Sangwoo Yun, Joonki Paik
2024 J jnl
Arbitrary-Scale Downscaling of Tidal Current Data Using Implicit Continuous Representation.
IEEE Access
Dongheon Lee, Seungmyong Jeong, Youngmin Ro
2024 J jnl
Arbitrary-Scale Downscaling of Tidal Current Data Using Implicit Continuous Representation.
CoRR
Dongheon Lee, Seungmyong Jeong, Youngmin Ro
2024 J jnl
DeFT-Mamba: Universal Multichannel Sound Separation and Polyphonic Audio Classification.
CoRR
Dongheon Lee, Jung-Woo Choi
2024 A conf
DeFTAN-AA: Array Geometry Agnostic Multichannel Speech Enhancement.
INTERSPEECH
Dongheon Lee, Jung-Woo Choi
2024 J jnl
DeFTAN-II: Efficient Multichannel Speech Enhancement With Subgroup Processing.
IEEE ACM Trans. Audio Speech Lang. Process.
Dongheon Lee, Jung-Woo Choi
2024 J jnl
Implicit Grid Convolution for Multi-Scale Image Super-Resolution.
CoRR
Dongheon Lee, Seokju Yun, Youngmin Ro
2024 J jnl
MetaMixer Is All You Need.
CoRR
Seokju Yun, Dongheon Lee, Youngmin Ro
2024 J jnl
Partial Large Kernel CNNs for Efficient Super-Resolution.
CoRR
Dongheon Lee, Seokju Yun, Youngmin Ro
2024 J jnl
SoRA: Singular Value Decomposed Low-Rank Adaptation for Domain Generalizable Representation Learning.
CoRR
Seokju Yun, Seunghye Chae, Dongheon Lee, Youngmin Ro
2023 — conf
DNN-based CSI-RS Port Virtualization Matrix Design in Massive MIMO System.
ICUFN
Dongheon Lee, Seongyeop Joung, Sooyong Choi
2023 A conf
DeFT-AN RT: Real-time Multichannel Speech Enhancement using Dense Frequency-Time Attentive Network and Non-overlapping Synthesis Window.
INTERSPEECH
Dongheon Lee, Dayun Choi, Jung-Woo Choi
2023 J jnl
DeFT-AN: Dense Frequency-Time Attentive Network for Multichannel Speech Enhancement.
IEEE Signal Process. Lett.
Dongheon Lee, Jung-Woo Choi
2023 J jnl
Practical Training Approaches for Discordant Atopic Dermatitis Severity Datasets: Merging Methods With Soft-Label and Train-Set Pruning.
IEEE J. Biomed. Health Informatics
Soo Ick Cho, Dongheon Lee, Byeol Han, Ji Su Lee, Ji Yeon Hong, Jin Ho Chung, Dong Hun Lee, Jung-Im Na
2022 J jnl
DeFT-AN: Dense Frequency-Time Attentive Network for Multichannel Speech Enhancement.
CoRR
Dongheon Lee, Jung-Woo Choi
2022 B conf
Feasibility of Measuring Shot Group Using LoRa Technology and YOLO V5.
SAS
Sanghyun Park, Dongheon Lee, Jisoo Choi, Dohyeon Ko, Minji Lee, Zack Murphy, Nowf Binhowidy, Anthony Smith
2021 C conf
A Hybrid Mechanistic Data-Driven Approach for Modeling Uncertain Intracellular Signaling Pathways.
ACC
Dongheon Lee, Arul Jayaraman, Joseph Sang-Il Kwon
2021 J jnl
Inter-channel Conv-TasNet for multichannel speech enhancement.
CoRR
Dongheon Lee, Seongrae Kim, Jung-Woo Choi
2020 C conf
Derivation of a Dynamic Model for Palmitate-induced NFκB Signaling Pathway through Systems Biology Approach.
ACC
Dongheon Lee, Yufang Ding, Arul Jayaraman, Joseph Sang-Il Kwon
2020 J jnl
Development of a hybrid model for a partially known intracellular signaling pathway through correction term estimation and neural network modeling.
PLoS Comput. Biol.
Dongheon Lee, Arul Jayaraman, Joseph Sang-Il Kwon
2020 J jnl
Online Learning for the Hyoid Bone Tracking During Swallowing With Neck Movement Adjustment Using Semantic Segmentation.
IEEE Access
Dongheon Lee, Woo Hyung Lee, Han Gil Seo, Byung-Mo Oh, Jung Chan Lee, Hee Chan Kim
2019 J jnl
SCLNR-Based Precoding Scheme for Multi-User MIMO SWIPT Systems.
IEEE Trans. Veh. Technol.
Dongheon Lee, Young Rok Jang, Minchae Jung, Sooyong Choi
2018 — conf
A 16Gb 1.2V 3.2Gb/s/pin DDR4 SDRAM with improved power distribution and repair strategy.
ISSCC
Seokbo Shim, Sungho Kim, Jooyoung Bae, Keunsik Ko, Eunryeong Lee, Kwidong Kim, Kyeongtae Kim, Sangho Lee, Jinhoon Hyun, Insung Koh, Joonhong Park, Minjeong Kim, Sunhye Shin, Dongha Lee, Yunyoung Lee, Sangah Hyun, Wonjohn Choi, Dain Im, Dongheon Lee, Jieun Jang, Junhyun Chun, Jonghoon Oh, Jinkook Kim, Seok Hee Lee
2018 — conf
A Low Overhead Feedback Scheme of Channel Covariance Matrix for Massive MIMO Systems.
ICUFN
Young Rok Jang, Dongheon Lee, Sooyong Choi
2018 C conf
Dynamic Modeling of Binding Kinetics Between GD1b Ganglioside and Cholera Toxin Subunit B.
ACC
Dongheon Lee, Akshi Singla, Hung-Jen Wu, Joseph Sang-Il Kwon
2018 — conf
Evaluation of Precoding Scheme for Multi-User MIMO SWIPT Systems.
VTC Fall
Dongheon Lee, Young Rok Jang, Minchae Jung, Sooyong Choi
2018 C conf
Integrative Approach to Extract the Single-cell Dynamics of LPS-induced NFκB Signal Pathway through Flow Cytometry Measurements and Parameter Estimation.
ACC
Dongheon Lee, Yufang Ding, Arul Jayaraman, Joseph Sang-Il Kwon
2018 J jnl
Kinetic Monte Carlo modeling of multivalent binding of CTB proteins with GM1 receptors.
Comput. Chem. Eng.
Dongheon Lee, Alec Mohr, Joseph Sang-Il Kwon, Hung-Jen Wu
2015 J jnl
On the Spatial Distribution of Base Stations and Its Relation to the Traffic Density in Cellular Networks.
IEEE Access
Sheng Zhou, Dongheon Lee, Bingjie Leng, Xuan Zhou, Honggang Zhang, Zhisheng Niu
2014 J jnl
Spatial modeling of the traffic density in cellular networks.
IEEE Wirel. Commun.
Dongheon Lee, Sheng Zhou, Xiaofeng Zhong, Zhisheng Niu, Xuan Zhou, Honggang Zhang
2013 B conf
Spatial modeling of Scalable Spatially-correlated Log-normal distributed traffic inhomogeneity and energy-efficient network planning.
WCNC
Dongheon Lee, Sheng Zhou, Zhisheng Niu
2011 B conf
Multi-Hop Relay Network for Base Station Energy Saving and Its Performance Evaluation.
GLOBECOM
Dongheon Lee, Sheng Zhou, Zhisheng Niu
2009 — conf
Design of a 1.8V 8-bit 1GSPS cascaded-folding CMOS A/D converter based on a folder averaging technique.
SoCC
Dongheon Lee, Seunghun Kim, Jooho Hwang, Junho Moon, Minkyu Song