Donghwan Kim

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 46

Top Topics

Hierarchical Text Classification

Gradient Method

Top Venues

Microelectron. Reliab.

J. Optim. Theory Appl.

Publications

Jiseok Chae, Kyuwon Kim, Donghwan Kim
Two-timescale Extragradient for Finding Local Minimax Points. ICLR (2024)
Gyoseung Lee, Hyeongtaek Lee, Donghwan Kim, Jaehoon Chung, A. Lee Swindlehurst, Junil Choi
Joint Downlink and Uplink Optimization for RIS-Aided FDD MIMO Communication Systems. CoRR (2024)
Ahmet Alacaoglu, Donghwan Kim, Stephen J. Wright
Extending the Reach of First-Order Algorithms for Nonconvex Min-Max Problems with Cohypomonotonicity. CoRR (2024)
Gyoseung Lee, Hyeongtaek Lee, Donghwan Kim, Jaehoon Chung, A. Lee Swindlehurst, Junil Choi
Joint Downlink and Uplink Optimization for RIS-Aided FDD MIMO Communication Systems. IEEE Trans. Wirel. Commun. 23 (8) (2024)
Donghwan Kim, Jaiyoung Park, Jongmin Kim, Sangpyo Kim, Jung Ho Ahn
HyPHEN: A Hybrid Packing Method and Its Optimizations for Homomorphic Encryption-Based Neural Networks. IEEE Access 12 (2024)
Jaiyoung Park, Donghwan Kim, Jongmin Kim, Sangpyo Kim, Wonkyung Jung, Jung Hee Cheon, Jung Ho Ahn
Toward Practical Privacy-Preserving Convolutional Neural Networks Exploiting Fully Homomorphic Encryption. CoRR (2023)
Jihyun Lee, Junbong Jang, Donghwan Kim, Minhyuk Sung, Tae-Kyun Kim
FourierHandFlow: Neural 4D Hand Representation Using Fourier Query Flow. NeurIPS (2023)
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
Estimating the Impacts of Ungauged Reservoirs Using Publicly Available Streamflow Simulations and Satellite Remote Sensing. Remote. Sens. 15 (18) (2023)
Jongmin Kim, Sangpyo Kim, Jaewan Choi, Jaiyoung Park, Donghwan Kim, Jung Ho Ahn
SHARP: A Short-Word Hierarchical Accelerator for Robust and Practical Fully Homomorphic Encryption. ISCA (2023)
Jihyun Lee, Junbong Jang, Donghwan Kim, Minhyuk Sung, Tae-Kyun Kim
FourierHandFlow: Neural 4D Hand Representation Using Fourier Query Flow. CoRR (2023)
Jiseok Chae, Kyuwon Kim, Donghwan Kim
Two-timescale Extragradient for Finding Local Minimax Points. CoRR (2023)
Jiseok Chae, Kyuwon Kim, Donghwan Kim
Open Problem: Is There a First-Order Method that Only Converges to Local Minimax Optima? COLT (2023)
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
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 (2023)
Sanghun Im, Gibaeg Kim, Heung-Seon Oh, Seongung Jo, Donghwan Kim
Hierarchical Text Classification as Sub-hierarchy Sequence Generation. AAAI (2023)
Jae Hyung Ju, Jaiyoung Park, Jongmin Kim, Donghwan Kim, Jung Ho Ahn
NeuJeans: Private Neural Network Inference with Joint Optimization of Convolution and Bootstrapping. CoRR (2023)
Donghwan Kim, Jaiyoung Park, Jongmin Kim, Sangpyo Kim, Jung Ho Ahn
HyPHEN: A Hybrid Packing Method and Optimizations for Homomorphic Encryption-Based Neural Networks. CoRR (2023)
Donghwan Kim, Jaehan Joo, Suk Chan Kim
Fake Data Generation for Medical Image Augmentation using GANs. ICAIIC (2022)
Doyeon Han, Moonyoung Park, Junsuk Choi, Heonseop Shin, Donghwan Kim, Sungsoo Rhim
Assessment of Pain Onset and Maximum Bearable Pain Thresholds in Physical Contact Situations. Sensors 22 (8) (2022)
Donghoon Kim, Andrew Junghoon Park, Ui-Suk Suh, Dongwoo Goo, Donghwan Kim, Boram Yoon, Won-Sang Ra, Sanghoek Kim
Accurate Clutter Synthesis for Heterogeneous Textures and Dynamic Radar Environments. IEEE Trans. Aerosp. Electron. Syst. 58 (4) (2022)
Jeongseop Yoon, Donghwan Kim, Daeyoung Kim
Arcface Based Open Set Recognition for Industrial Fault. IntelliSys (1) (2022)
Donghwan Kim, Jun-Geol Baek
Bagging ensemble-based novel data generation method for univariate time series forecasting. Expert Syst. Appl. 203 (2022)
Can Livanelioglu, Woojun Choi, Donghwan Kim, Jiawei Liao, Rosario M. Incandela, Giorgio Cristiano, Taekwang Jang
, 1.18 TΩ Segmented Duty-Cycled Resistor Replacing Pseudo-Resistor for Neural Recording Interface Circuits. VLSI Technology and Circuits (2022)
Jeongseop Yoon, Donghwan Kim, Daeyoung Kim
SDBOSR: Separable Decision Boundary based Open Set Recognition for Manufacturing Equipment Fault Classification. ICPHM (2022)
Sun-Yong Lee, Timothy Paul Connerton, Yeon-Woo Lee, Daeyoung Kim, Donghwan Kim, Jin-Ho Kim
Semi-GAN: An Improved GAN-Based Missing Data Imputation Method for the Semiconductor Industry. IEEE Access 10 (2022)
Donghwan Kim, Jaehan Joo, Guohua Zhu, Jeongbin Seo, Jaeseung Ha, Suk Chan Kim
Strabismus Classification using Convolutional Neural Networks. ICAIIC (2021)
Donghwan Kim, Jeffrey A. Fessler
Optimizing the Efficiency of First-Order Methods for Decreasing the Gradient of Smooth Convex Functions. J. Optim. Theory Appl. 188 (1) (2021)
Sucheol Lee, Donghwan Kim
Fast Extra Gradient Methods for Smooth Structured Nonconvex-Nonconcave Minimax Problems. NeurIPS (2021)
Sanghun Im, Gibaeg Kim, Heung-Seon Oh, Seongung Jo, Donghwan Kim
Hierarchy Decoder is All You Need To Text Classification. CoRR (2021)
Donghwan Kim
Accelerated proximal point method for maximally monotone operators. Math. Program. 190 (1) (2021)
Sangha Nam, Minho Lee, Donghwan Kim, Kijong Han, Kuntae Kim, Sooji Yoon, Eun-Kyung Kim, Key-Sun Choi
Effective Crowdsourcing of Multiple Tasks for Comprehensive Knowledge Extraction. LREC (2020)
Dong Bok Lee, Seanie Lee, Woo Tae Jeong, Donghwan Kim, Sung Ju Hwang
Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs. ACL (2020)
Jongyoung Kim, Seongyoun Woo, Wonjun Lee, Donghwan Kim, Chulhee Lee
Analyzing Decision Polygons of DNN-based Classification Methods. ICINCO (2020)
Dong Bok Lee, Seanie Lee, Woo Tae Jeong, Donghwan Kim, Sung Ju Hwang
Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs. CoRR (2020)
Donghwan Kim, Hyongki Lee, Hahn Chul Jung, Euiho Hwang, Faisal Hossain, Matthew Bonnema, Do-Hyuk Kang, Augusto Getirana
Monitoring River Basin Development and Variation in Water Resources in Transboundary Imjin River in North and South Korea Using Remote Sensing. Remote. Sens. 12 (1) (2020)
Donghwan Kim, Hyongki Lee, Chi-Hung Chang, Duong Du Bui, Susantha Jayasinghe, Senaka Basnayake, Farrukh Chishtie, Euiho Hwang
Daily River Discharge Estimation Using Multi-Mission Radar Altimetry Data and Ensemble Learning Regression in the Lower Mekong River Basin. Remote. Sens. 11 (22) (2019)
Donghwan Kim, Jeffrey A. Fessler
Adaptive Restart of the Optimized Gradient Method for Convex Optimization. J. Optim. Theory Appl. 178 (1) (2018)
Donghwan Kim, Jeffrey A. Fessler
Generalizing the Optimized Gradient Method for Smooth Convex Minimization. SIAM J. Optim. 28 (2) (2018)
Wonwook Oh, Soo Hyun Bae, Donghwan Kim, Nochang Park
Initial detection of potential-induced degradation using dark I-V characteristics of crystalline silicon photovoltaic modules in the outdoors. Microelectron. Reliab. (2018)
Donghwan Kim, Jeffrey A. Fessler
Another Look at the Fast Iterative Shrinkage/Thresholding Algorithm (FISTA). SIAM J. Optim. 28 (1) (2018)
Kyeongmin Jeong, Kwang Yeon Choi, Donghwan Kim, Byung Cheol Song
Fast Fog Detection for De-Fogging of Road Driving Images. IEICE Trans. Inf. Syst. (2) (2018)
Donghwan Kim, Jeffrey A. Fessler
On the Convergence Analysis of the Optimized Gradient Method. J. Optim. Theory Appl. 172 (1) (2017)
Donghwan Kim, Jeffrey A. Fessler
Accelerated dual gradient-based methods for total variation image denoising/deblurring problems. ICASSP (2017)
Wonwook Oh, Soo Hyun Bae, Sung-Il Chan, Hae-Seok Lee, Donghwan Kim, Nochang Park
Field degradation prediction of potential induced degradation of the crystalline silicon photovoltaic modules based on accelerated test and climatic data. Microelectron. Reliab. (2017)
Donghwan Kim, Yun Jae Lee, Jiwon Kim, Hyerin Park, Min Hee Shin, Ji Hyun Lim, Choeun Kim, Taezoon Park, Wonil Hwang
Emotions in Material Surfaces for Product Design. HCI (27) (2017)
Wonwook Oh, Junhee Kim, Byungjun Kang, Soo Hyun Bae, Kyung Dong Lee, Hae-Seok Lee, Donghwan Kim, Sung-Il Chan
Evaluation of potential-induced degradation in crystalline Si solar cells using Na fault injection. Microelectron. Reliab. 64 (2016)
Donghwan Kim, Jeffrey A. Fessler
Optimized first-order methods for smooth convex minimization. Math. Program. 159 (1-2) (2016)
Donghwan Kim, Jeffrey A. Fessler
An optimized first-order method for image restoration. ICIP (2015)
Donghwan Kim, Sathish Ramani, Jeffrey A. Fessler
Combining Ordered Subsets and Momentum for Accelerated X-Ray CT Image Reconstruction. IEEE Trans. Medical Imaging 34 (1) (2015)
Wonwook Oh, Seongtak Kim, Soo Hyun Bae, Nochang Park, Yoonmook Kang, Hae-Seok Lee, Donghwan Kim
The degradation of multi-crystalline silicon solar cells after damp heat tests. Microelectron. Reliab. 54 (9-10) (2014)
Donghwan Kim, Sathish Ramani, Jeffrey A. Fessler
Ordered subsets with momentum for accelerated X-ray CT image reconstruction. ICASSP (2013)
Donghwan Kim, Debashish Pal, Jean-Baptiste Thibault, Jeffrey A. Fessler
Accelerating Ordered Subsets Image Reconstruction for X-ray CT Using Spatially Nonuniform Optimization Transfer. IEEE Trans. Medical Imaging 32 (11) (2013)
Nochang Park, Changwoon Han, Donghwan Kim
Effect of moisture condensation on long-term reliability of crystalline silicon photovoltaic modules. Microelectron. Reliab. 53 (12) (2013)
Donghwan Kim, Jeffrey A. Fessler
Accelerated ordered-subsets algorithm based on separable quadratic surrogates for regularized image reconstruction in X-ray CT. ISBI (2011)
Jong Tae Hwang, Kunhee Cho, Donghwan Kim, Minho Jung, Gyehyun Cho, Seunguk Yang
A simple LED lamp driver IC with intelligent power-factor correction. ISSCC (2011)
Byungwhan Kim, Sanghee Kwon, Donghwan Kim
Optimization of optical lens-controlled scanning electron microscopic resolution using generalized regression neural network and genetic algorithm. Expert Syst. Appl. 37 (1) (2010)
Byungwhan Kim, Hwajune Lee, Donghwan Kim
Modeling of Thin Film Process Data Using a Genetic Algorithm-Optimized Initial Weight of Backpropagation Neural Network. Appl. Artif. Intell. 23 (2) (2009)
Jinkyu Jeong, Euiseong Seo, Dongsung Kim, Jinsoo Kim, Joonwon Lee, Yung-Joon Jung, Donghwan Kim, Kanghee Kim
Transparent and Selective Real-Time Interrupt Services for Performance Improvement. SEUS (2007)
Byungwhan Kim, Donghwan Kim, Seung Soo Han
Prediction of Radio Frequency Impedance Matching in Plasma Equipment Using Neural Network. ISNN (2) (2006)
Byungwhan Kim, Jae Young Park, Donghwan Kim, Seung Soo Han
Diagnosis Model of Radio Frequency Impedance Matching in Plasma Equipment by Using Neural Network and Wavelets. PRICAI (2006)
Daeuk Kang, Donghwan Kim, Kyunghyun Yoon
A Study on the Real-Time Toon Rendering for 3D Geometry Model. IV (2001)