Donghwan Kim

79 papers A* 13A 1B 3C 2Misc 2Journal 46Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
From benchmarks to interpretability: A holistic survey of deep learning for time series classification.
Knowl. Based Syst.
Jahoon Jeong, Youngje Oh, Donghwan Kim, Hyunsoo Yoon
2026 J jnl
Mitigating the Likelihood Paradox in Flow-based OOD Detection via Entropy Manipulation.
CoRR
Donghwan Kim, Hyunsoo Yoon
2026 J jnl
Why the Counterintuitive Phenomenon of Likelihood Rarely Appears in Tabular Anomaly Detection with Deep Generative Models?
CoRR
Donghwan Kim, Junghun Phee, Hyunsoo Yoon
2025 J jnl
Characterizing the System Overhead of Discrete Noise Generation for Differential Privacy.
IEEE Comput. Archit. Lett.
SeokHyeon Kong, Donghwan Kim, Euiseong Seo, Kiwan Maeng
2025 J jnl
Cocoon: A System Architecture for Differentially Private Training with Correlated Noises.
CoRR
Donghwan Kim, Xin Gu, Jinho Baek, Timothy Lo, Younghoon Min, Kwangsik Shin, Jongryool Kim, Jongse Park, Kiwan Maeng
2025 A* conf
DeClotH: Decomposable 3D Cloth and Human Body Reconstruction from a Single Image.
CVPR
Hyeongjin Nam, Donghwan Kim, Jeongtaek Oh, Kyoung Mu Lee
2025 J jnl
DeClotH: Decomposable 3D Cloth and Human Body Reconstruction from a Single Image.
CoRR
Hyeongjin Nam, Donghwan Kim, Jeongtaek Oh, Kyoung Mu Lee
2025 J jnl
LieHMR: Autoregressive Human Mesh Recovery with SO(3) Diffusion.
CoRR
Donghwan Kim, Tae-Kyun Kim
2025 A conf
Multi-task Trained Graph Neural Network for Business Process Anomaly Detection with a Limited Number of Labeled Anomalies.
BPM
Yongjae Lee, Dohee Kim, Donghwan Kim, Hyerim Bae
2025 J jnl
PARTE: Part-Guided Texturing for 3D Human Reconstruction from a Single Image.
CoRR
Hyeongjin Nam, Donghwan Kim, Gyeongsik Moon, Kyoung Mu Lee
2025 J jnl
Stochastic Extragradient with Flip-Flop Shuffling & Anchoring: Provable Improvements.
CoRR
Jiseok Chae, Chulhee Yun, Donghwan Kim
2024 — conf
Dense Hand-Object (HO) GraspNet with Full Grasping Taxonomy and Dynamics.
ECCV (82)
Woojin Cho, Jihyun Lee, Minjae Yi, Minje Kim, Taeyun Woo, Donghwan Kim, Taewook Ha, Hyokeun Lee, Je-Hwan Ryu, Woontack Woo, Tae-Kyun Kim
2024 J jnl
Dense Hand-Object(HO) GraspNet with Full Grasping Taxonomy and Dynamics.
CoRR
Woojin Cho, Jihyun Lee, Minjae Yi, Minje Kim, Taeyun Woo, Donghwan Kim, Taewook Ha, Hyokeun Lee, Je-Hwan Ryu, Woontack Woo, Tae-Kyun Kim
2024 A* conf
Double-Step Alternating Extragradient with Increasing Timescale Separation for Finding Local Minimax Points: Provable Improvements.
ICML
Kyuwon Kim, Donghwan Kim
2024 J jnl
Extending the Reach of First-Order Algorithms for Nonconvex Min-Max Problems with Cohypomonotonicity.
CoRR
Ahmet Alacaoglu, Donghwan Kim, Stephen J. Wright
2024 J jnl
HyPHEN: A Hybrid Packing Method and Its Optimizations for Homomorphic Encryption-Based Neural Networks.
IEEE Access
Donghwan Kim, Jaiyoung Park, Jongmin Kim, Sangpyo Kim, Jung Ho Ahn
2024 J jnl
Joint Downlink and Uplink Optimization for RIS-Aided FDD MIMO Communication Systems.
CoRR
Gyoseung Lee, Hyeongtaek Lee, Donghwan Kim, Jaehoon Chung, A. Lee Swindlehurst, Junil Choi
2024 J jnl
Joint Downlink and Uplink Optimization for RIS-Aided FDD MIMO Communication Systems.
IEEE Trans. Wirel. Commun.
Gyoseung Lee, Hyeongtaek Lee, Donghwan Kim, Jaehoon Chung, A. Lee Swindlehurst, Junil Choi
2024 A* conf
Multi-hypotheses Conditioned Point Cloud Diffusion for 3D Human Reconstruction from Occluded Images.
NeurIPS
Donghwan Kim, Tae-Kyun Kim
2024 J jnl
Multi-hypotheses Conditioned Point Cloud Diffusion for 3D Human Reconstruction from Occluded Images.
CoRR
Donghwan Kim, Tae-Kyun Kim
2024 A* conf
NeuJeans: Private Neural Network Inference with Joint Optimization of Convolution and FHE Bootstrapping.
CCS
Jae Hyung Ju, Jaiyoung Park, Jongmin Kim, Minsik Kang, Donghwan Kim, Jung Hee Cheon, Jung Ho Ahn
2024 A* conf
Revisiting Inexact Fixed-Point Iterations for Min-Max Problems: Stochasticity and Structured Nonconvexity.
ICML
Ahmet Alacaoglu, Donghwan Kim, Stephen J. Wright
2024 A* conf
Stochastic Extragradient with Flip-Flop Shuffling & Anchoring: Provable Improvements.
NeurIPS
Jiseok Chae, Chulhee Yun, Donghwan Kim
2024 A* conf
Two-timescale Extragradient for Finding Local Minimax Points.
ICLR
Jiseok Chae, Kyuwon Kim, Donghwan Kim
2023 — conf
A 1, 024-Channel, 64-Interconnect, Capacitive Neural Interface Using a Cross-Coupled Microelectrode Array and 2-Dimensional Code-Division Multiplexing.
VLSI Technology and Circuits
Woojun Choi, Yiyang Chen, Donghwan Kim, Sean Weaver, Tilman Schlotter, Can Livanelioglu, Jiawei Liao, Rosario M. Incandela, Parham Davami, Gabriele Atzeni, Sina Arjmandpour, SeongHwan Cho, Taekwang Jang
2023 J jnl
Estimating the Impacts of Ungauged Reservoirs Using Publicly Available Streamflow Simulations and Satellite Remote Sensing.
Remote. Sens.
Ngoc Thi Nguyen, Tien Le Thuy Du, Hyunkyu Park, Chi-Hung Chang, Sunghwa Choi, Hyosok Chae, E. James Nelson, Faisal Hossain, Donghwan Kim, Hyongki Lee
2023 A* conf
FourierHandFlow: Neural 4D Hand Representation Using Fourier Query Flow.
NeurIPS
Jihyun Lee, Junbong Jang, Donghwan Kim, Minhyuk Sung, Tae-Kyun Kim
2023 J jnl
FourierHandFlow: Neural 4D Hand Representation Using Fourier Query Flow.
CoRR
Jihyun Lee, Junbong Jang, Donghwan Kim, Minhyuk Sung, Tae-Kyun Kim
2023 A* conf
Hierarchical Text Classification as Sub-hierarchy Sequence Generation.
AAAI
Sanghun Im, Gibaeg Kim, Heung-Seon Oh, Seongung Jo, Donghwan Kim
2023 J jnl
HyPHEN: A Hybrid Packing Method and Optimizations for Homomorphic Encryption-Based Neural Networks.
CoRR
Donghwan Kim, Jaiyoung Park, Jongmin Kim, Sangpyo Kim, Jung Ho Ahn
2023 J jnl
NeuJeans: Private Neural Network Inference with Joint Optimization of Convolution and Bootstrapping.
CoRR
Jae Hyung Ju, Jaiyoung Park, Jongmin Kim, Donghwan Kim, Jung Ho Ahn
2023 A* conf
Open Problem: Is There a First-Order Method that Only Converges to Local Minimax Optima?
COLT
Jiseok Chae, Kyuwon Kim, Donghwan Kim
2023 A* conf
SHARP: A Short-Word Hierarchical Accelerator for Robust and Practical Fully Homomorphic Encryption.
ISCA
Jongmin Kim, Sangpyo Kim, Jaewan Choi, Jaiyoung Park, Donghwan Kim, Jung Ho Ahn
2023 J jnl
Toward Practical Privacy-Preserving Convolutional Neural Networks Exploiting Fully Homomorphic Encryption.
CoRR
Jaiyoung Park, Donghwan Kim, Jongmin Kim, Sangpyo Kim, Wonkyung Jung, Jung Hee Cheon, Jung Ho Ahn
2023 J jnl
Two-timescale Extragradient for Finding Local Minimax Points.
CoRR
Jiseok Chae, Kyuwon Kim, Donghwan Kim
2022 — conf
A 0.0014 mm
VLSI Technology and Circuits
Can Livanelioglu, Woojun Choi, Donghwan Kim, Jiawei Liao, Rosario M. Incandela, Giorgio Cristiano, Taekwang Jang
2022 J jnl
Accurate Clutter Synthesis for Heterogeneous Textures and Dynamic Radar Environments.
IEEE Trans. Aerosp. Electron. Syst.
Donghoon Kim, Andrew Junghoon Park, Ui-Suk Suh, Dongwoo Goo, Donghwan Kim, Boram Yoon, Won-Sang Ra, Sanghoek Kim
2022 — conf
Arcface Based Open Set Recognition for Industrial Fault.
IntelliSys (1)
Jeongseop Yoon, Donghwan Kim, Daeyoung Kim
2022 J jnl
Assessment of Pain Onset and Maximum Bearable Pain Thresholds in Physical Contact Situations.
Sensors
Doyeon Han, Moonyoung Park, Junsuk Choi, Heonseop Shin, Donghwan Kim, Sungsoo Rhim
2022 J jnl
Bagging ensemble-based novel data generation method for univariate time series forecasting.
Expert Syst. Appl.
Donghwan Kim, Jun-Geol Baek
2022 — conf
Fake Data Generation for Medical Image Augmentation using GANs.
ICAIIC
Donghwan Kim, Jaehan Joo, Suk Chan Kim
2022 — conf
SDBOSR: Separable Decision Boundary based Open Set Recognition for Manufacturing Equipment Fault Classification.
ICPHM
Jeongseop Yoon, Donghwan Kim, Daeyoung Kim
2022 J jnl
Semi-GAN: An Improved GAN-Based Missing Data Imputation Method for the Semiconductor Industry.
IEEE Access
Sun-Yong Lee, Timothy Paul Connerton, Yeon-Woo Lee, Daeyoung Kim, Donghwan Kim, Jin-Ho Kim
2021 J jnl
Accelerated proximal point method for maximally monotone operators.
Math. Program.
Donghwan Kim
2021 A* conf
Fast Extra Gradient Methods for Smooth Structured Nonconvex-Nonconcave Minimax Problems.
NeurIPS
Sucheol Lee, Donghwan Kim
2021 J jnl
Hierarchy Decoder is All You Need To Text Classification.
CoRR
Sanghun Im, Gibaeg Kim, Heung-Seon Oh, Seongung Jo, Donghwan Kim
2021 J jnl
Optimizing the Efficiency of First-Order Methods for Decreasing the Gradient of Smooth Convex Functions.
J. Optim. Theory Appl.
Donghwan Kim, Jeffrey A. Fessler
2021 — conf
Strabismus Classification using Convolutional Neural Networks.
ICAIIC
Donghwan Kim, Jaehan Joo, Guohua Zhu, Jeongbin Seo, Jaeseung Ha, Suk Chan Kim
2020 C conf
Analyzing Decision Polygons of DNN-based Classification Methods.
ICINCO
Jongyoung Kim, Seongyoun Woo, Wonjun Lee, Donghwan Kim, Chulhee Lee
2020 B conf
Effective Crowdsourcing of Multiple Tasks for Comprehensive Knowledge Extraction.
LREC
Sangha Nam, Minho Lee, Donghwan Kim, Kijong Han, Kuntae Kim, Sooji Yoon, Eun-Kyung Kim, Key-Sun Choi
2020 A* conf
Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs.
ACL
Dong Bok Lee, Seanie Lee, Woo Tae Jeong, Donghwan Kim, Sung Ju Hwang
2020 J jnl
Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs.
CoRR
Dong Bok Lee, Seanie Lee, Woo Tae Jeong, Donghwan Kim, Sung Ju Hwang
2020 J jnl
Monitoring River Basin Development and Variation in Water Resources in Transboundary Imjin River in North and South Korea Using Remote Sensing.
Remote. Sens.
Donghwan Kim, Hyongki Lee, Hahn Chul Jung, Euiho Hwang, Faisal Hossain, Matthew Bonnema, Do-Hyuk Kang, Augusto Getirana
2019 J jnl
Daily River Discharge Estimation Using Multi-Mission Radar Altimetry Data and Ensemble Learning Regression in the Lower Mekong River Basin.
Remote. Sens.
Donghwan Kim, Hyongki Lee, Chi-Hung Chang, Duong Du Bui, Susantha Jayasinghe, Senaka Basnayake, Farrukh Chishtie, Euiho Hwang
2018 J jnl
Adaptive Restart of the Optimized Gradient Method for Convex Optimization.
J. Optim. Theory Appl.
Donghwan Kim, Jeffrey A. Fessler
2018 J jnl
Another Look at the Fast Iterative Shrinkage/Thresholding Algorithm (FISTA).
SIAM J. Optim.
Donghwan Kim, Jeffrey A. Fessler
2018 J jnl
Fast Fog Detection for De-Fogging of Road Driving Images.
IEICE Trans. Inf. Syst.
Kyeongmin Jeong, Kwang Yeon Choi, Donghwan Kim, Byung Cheol Song
2018 J jnl
Generalizing the Optimized Gradient Method for Smooth Convex Minimization.
SIAM J. Optim.
Donghwan Kim, Jeffrey A. Fessler
2018 J jnl
Initial detection of potential-induced degradation using dark I-V characteristics of crystalline silicon photovoltaic modules in the outdoors.
Microelectron. Reliab.
Wonwook Oh, Soo Hyun Bae, Donghwan Kim, Nochang Park
2017 Misc conf
Accelerated dual gradient-based methods for total variation image denoising/deblurring problems.
ICASSP
Donghwan Kim, Jeffrey A. Fessler
2017 — conf
Emotions in Material Surfaces for Product Design.
HCI (27)
Donghwan Kim, Yun Jae Lee, Jiwon Kim, Hyerin Park, Min Hee Shin, Ji Hyun Lim, Choeun Kim, Taezoon Park, Wonil Hwang
2017 J jnl
Field degradation prediction of potential induced degradation of the crystalline silicon photovoltaic modules based on accelerated test and climatic data.
Microelectron. Reliab.
Wonwook Oh, Soo Hyun Bae, Sung-Il Chan, Hae-Seok Lee, Donghwan Kim, Nochang Park
2017 J jnl
On the Convergence Analysis of the Optimized Gradient Method.
J. Optim. Theory Appl.
Donghwan Kim, Jeffrey A. Fessler
2016 J jnl
Evaluation of potential-induced degradation in crystalline Si solar cells using Na fault injection.
Microelectron. Reliab.
Wonwook Oh, Junhee Kim, Byungjun Kang, Soo Hyun Bae, Kyung Dong Lee, Hae-Seok Lee, Donghwan Kim, Sung-Il Chan
2016 J jnl
Optimized first-order methods for smooth convex minimization.
Math. Program.
Donghwan Kim, Jeffrey A. Fessler
2015 B conf
An optimized first-order method for image restoration.
ICIP
Donghwan Kim, Jeffrey A. Fessler
2015 J jnl
Combining Ordered Subsets and Momentum for Accelerated X-Ray CT Image Reconstruction.
IEEE Trans. Medical Imaging
Donghwan Kim, Sathish Ramani, Jeffrey A. Fessler
2014 J jnl
The degradation of multi-crystalline silicon solar cells after damp heat tests.
Microelectron. Reliab.
Wonwook Oh, Seongtak Kim, Soo Hyun Bae, Nochang Park, Yoonmook Kang, Hae-Seok Lee, Donghwan Kim
2013 J jnl
Accelerating Ordered Subsets Image Reconstruction for X-ray CT Using Spatially Nonuniform Optimization Transfer.
IEEE Trans. Medical Imaging
Donghwan Kim, Debashish Pal, Jean-Baptiste Thibault, Jeffrey A. Fessler
2013 J jnl
Effect of moisture condensation on long-term reliability of crystalline silicon photovoltaic modules.
Microelectron. Reliab.
Nochang Park, Changwoon Han, Donghwan Kim
2013 Misc conf
Ordered subsets with momentum for accelerated X-ray CT image reconstruction.
ICASSP
Donghwan Kim, Sathish Ramani, Jeffrey A. Fessler
2011 — conf
A simple LED lamp driver IC with intelligent power-factor correction.
ISSCC
Jong Tae Hwang, Kunhee Cho, Donghwan Kim, Minho Jung, Gyehyun Cho, Seunguk Yang
2011 — conf
Accelerated ordered-subsets algorithm based on separable quadratic surrogates for regularized image reconstruction in X-ray CT.
ISBI
Donghwan Kim, Jeffrey A. Fessler
2010 J jnl
Optimization of optical lens-controlled scanning electron microscopic resolution using generalized regression neural network and genetic algorithm.
Expert Syst. Appl.
Byungwhan Kim, Sanghee Kwon, Donghwan Kim
2009 J jnl
Modeling of Thin Film Process Data Using a Genetic Algorithm-Optimized Initial Weight of Backpropagation Neural Network.
Appl. Artif. Intell.
Byungwhan Kim, Hwajune Lee, Donghwan Kim
2007 — conf
Transparent and Selective Real-Time Interrupt Services for Performance Improvement.
SEUS
Jinkyu Jeong, Euiseong Seo, Dongsung Kim, Jinsoo Kim, Joonwon Lee, Yung-Joon Jung, Donghwan Kim, Kanghee Kim
2006 B conf
Diagnosis Model of Radio Frequency Impedance Matching in Plasma Equipment by Using Neural Network and Wavelets.
PRICAI
Byungwhan Kim, Jae Young Park, Donghwan Kim, Seung Soo Han
2006 — conf
Prediction of Radio Frequency Impedance Matching in Plasma Equipment Using Neural Network.
ISNN (2)
Byungwhan Kim, Donghwan Kim, Seung Soo Han
2001 C conf
A Study on the Real-Time Toon Rendering for 3D Geometry Model.
IV
Daeuk Kang, Donghwan Kim, Kyunghyun Yoon