Donghwan Kim
Orcid: 0009-0000-3294-5744
According to our database1,
Donghwan Kim
authored at least 56 papers
between 2001 and 2024.
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Bibliography
2024
Extending the Reach of First-Order Algorithms for Nonconvex Min-Max Problems with Cohypomonotonicity.
CoRR, 2024
CoRR, 2024
HyPHEN: A Hybrid Packing Method and Its Optimizations for Homomorphic Encryption-Based Neural Networks.
IEEE Access, 2024
2023
Estimating the Impacts of Ungauged Reservoirs Using Publicly Available Streamflow Simulations and Satellite Remote Sensing.
Remote. Sens., September, 2023
NeuJeans: Private Neural Network Inference with Joint Optimization of Convolution and Bootstrapping.
CoRR, 2023
Toward Practical Privacy-Preserving Convolutional Neural Networks Exploiting Fully Homomorphic Encryption.
CoRR, 2023
HyPHEN: A Hybrid Packing Method and Optimizations for Homomorphic Encryption-Based Neural Networks.
CoRR, 2023
A 1, 024-Channel, 64-Interconnect, Capacitive Neural Interface Using a Cross-Coupled Microelectrode Array and 2-Dimensional Code-Division Multiplexing.
Proceedings of the 2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits), 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
SHARP: A Short-Word Hierarchical Accelerator for Robust and Practical Fully Homomorphic Encryption.
Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023
Open Problem: Is There a First-Order Method that Only Converges to Local Minimax Optima?
Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Accurate Clutter Synthesis for Heterogeneous Textures and Dynamic Radar Environments.
IEEE Trans. Aerosp. Electron. Syst., 2022
Assessment of Pain Onset and Maximum Bearable Pain Thresholds in Physical Contact Situations.
Sensors, 2022
Bagging ensemble-based novel data generation method for univariate time series forecasting.
Expert Syst. Appl., 2022
Semi-GAN: An Improved GAN-Based Missing Data Imputation Method for the Semiconductor Industry.
IEEE Access, 2022
A 0.0014 mm<sup>2</sup>, 1.18 TΩ Segmented Duty-Cycled Resistor Replacing Pseudo-Resistor for Neural Recording Interface Circuits.
Proceedings of the IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits 2022), 2022
Proceedings of the Intelligent Systems and Applications, 2022
SDBOSR: Separable Decision Boundary based Open Set Recognition for Manufacturing Equipment Fault Classification.
Proceedings of the 2022 IEEE International Conference on Prognostics and Health Management, 2022
Proceedings of the 2022 International Conference on Artificial Intelligence in Information and Communication, 2022
2021
Math. Program., 2021
Optimizing the Efficiency of First-Order Methods for Decreasing the Gradient of Smooth Convex Functions.
J. Optim. Theory Appl., 2021
Fast Extra Gradient Methods for Smooth Structured Nonconvex-Nonconcave Minimax Problems.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2021
2020
Monitoring River Basin Development and Variation in Water Resources in Transboundary Imjin River in North and South Korea Using Remote Sensing.
Remote. Sens., 2020
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Proceedings of the 17th International Conference on Informatics in Control, 2020
Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
Daily River Discharge Estimation Using Multi-Mission Radar Altimetry Data and Ensemble Learning Regression in the Lower Mekong River Basin.
Remote. Sens., 2019
2018
SIAM J. Optim., 2018
SIAM J. Optim., 2018
Initial detection of potential-induced degradation using dark I-V characteristics of crystalline silicon photovoltaic modules in the outdoors.
Microelectron. Reliab., 2018
J. Optim. Theory Appl., 2018
IEICE Trans. Inf. Syst., 2018
2017
Field degradation prediction of potential induced degradation of the crystalline silicon photovoltaic modules based on accelerated test and climatic data.
Microelectron. Reliab., 2017
J. Optim. Theory Appl., 2017
Accelerated dual gradient-based methods for total variation image denoising/deblurring problems.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the Human Aspects of IT for the Aged Population. Aging, Design and User Experience, 2017
2016
Evaluation of potential-induced degradation in crystalline Si solar cells using Na fault injection.
Microelectron. Reliab., 2016
2015
Combining Ordered Subsets and Momentum for Accelerated X-Ray CT Image Reconstruction.
IEEE Trans. Medical Imaging, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
2014
Microelectron. Reliab., 2014
2013
Accelerating Ordered Subsets Image Reconstruction for X-ray CT Using Spatially Nonuniform Optimization Transfer.
IEEE Trans. Medical Imaging, 2013
Effect of moisture condensation on long-term reliability of crystalline silicon photovoltaic modules.
Microelectron. Reliab., 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2011
Proceedings of the IEEE International Solid-State Circuits Conference, 2011
Accelerated ordered-subsets algorithm based on separable quadratic surrogates for regularized image reconstruction in X-ray CT.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
Optimization of optical lens-controlled scanning electron microscopic resolution using generalized regression neural network and genetic algorithm.
Expert Syst. Appl., 2010
2009
Modeling of Thin Film Process Data Using a Genetic Algorithm-Optimized Initial Weight of Backpropagation Neural Network.
Appl. Artif. Intell., 2009
2007
Proceedings of the Software Technologies for Embedded and Ubiquitous Systems, 2007
2006
Diagnosis Model of Radio Frequency Impedance Matching in Plasma Equipment by Using Neural Network and Wavelets.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006
Prediction of Radio Frequency Impedance Matching in Plasma Equipment Using Neural Network.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
2001
Proceedings of the International Conference on Information Visualisation, 2001