Youngdae Kim

25 papers A 1B 1C 1Journal 16Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
SAIGE-GPU: accelerating genome- and phenome-wide association studies using GPUs.
Bioinform.
Alex Rodriguez, Youngdae Kim, Tarak Nath Nandi, Karl Keat, Rachit Kumar, Mitchell Conery, Rohan Bhukar, Molei Liu, John Hessington, Ketan Maheshwari, VA Million Veteran Program, Edmon Begoli, Georgia Tourassi, Pradeep Natarajan, Benjamin F. Voight, John Michael Gaziano, Scott M. Damrauer, Katherine P. Liao, Wei Zhou, Jennifer E. Huffman, Anurag Verma, Ravi K. Madduri
2025 J jnl
Leveraging GPU Batching for Scalable Nonlinear Programming through Massive Lagrangian Decomposition.
SIAM J. Sci. Comput.
Youngdae Kim, François Pacaud, Michel Schanen, Kibaek Kim, Mihai Anitescu
2025 J jnl
Solution polishing via path relinking for continuous black-box optimization.
Optim. Lett.
Dimitri J. Papageorgiou, Jan Kronqvist, Asha Ramanujam, James Kor, Youngdae Kim, Can Li
2024 J jnl
QCQP-Net: Reliably Learning Feasible Alternating Current Optimal Power Flow Solutions Under Constraints.
CoRR
Sihan Zeng, Youngdae Kim, Yuxuan Ren, Kibaek Kim
2024 — conf
QCQP-Net: Reliably learning feasible alternating current optimal power flow solutions under constraints.
L4DC
Sihan Zeng, Youngdae Kim, Yuxuan Ren, Kibaek Kim
2023 A conf
Algorithmic Read Resistance Trim for Improving Yield and Reducing Test Time in MRAM.
ITC
Daehyun Chang, Youngdae Kim, Suksoo Pyo, Shin Hun, Daesop Lee, Sohee Hwang, Jaesik Choi, Siwoong Kim
2022 — conf
APPFL: Open-Source Software Framework for Privacy-Preserving Federated Learning.
IPDPS Workshops
Minseok Ryu, Youngdae Kim, Kibaek Kim, Ravi K. Madduri
2022 J jnl
APPFL: Open-Source Software Framework for Privacy-Preserving Federated Learning.
CoRR
Minseok Ryu, Youngdae Kim, Kibaek Kim, Ravi K. Madduri
2022 — conf
Accelerated Computation and Tracking of AC Optimal Power Flow Solutions Using GPUs.
ICPP Workshops
Youngdae Kim, Kibaek Kim
2022 — conf
Frequency Recovery in Power Grids using High-Performance Computing.
ICPP Workshops
Vishwas Rao, Anirudh Subramanyam, Michel Schanen, Youngdae Kim, Ignas Satkauskas, Mihai Anitescu
2022 J jnl
GPU-Accelerated WENO Schemes for DNS of Compressible Turbulent Flows.
CoRR
Youngdae Kim, Debojyoti Ghosh, Emil M. Constantinescu, Ramesh Balakrishnan
2021 J jnl
A Reinforcement Learning Approach to Parameter Selection for Distributed Optimization in Power Systems.
CoRR
Sihan Zeng, Alyssa Kody, Youngdae Kim, Kibaek Kim, Daniel K. Molzahn
2021 J jnl
Leveraging GPU batching for scalable nonlinear programming through massive Lagrangian decomposition.
CoRR
Youngdae Kim, François Pacaud, Kibaek Kim, Mihai Anitescu
2021 J jnl
MINLP formulations for continuous piecewise linear function fitting.
Comput. Optim. Appl.
Noam Goldberg, Steffen Rebennack, Youngdae Kim, Vitaliy Krasko, Sven Leyffer
2019 J jnl
Solving equilibrium problems using extended mathematical programming.
Math. Program. Comput.
Youngdae Kim, Michael C. Ferris
2018 J jnl
A structure-preserving pivotal method for affine variational inequalities.
Math. Program.
Youngdae Kim, Olivier Huber, Michael C. Ferris
2018 J jnl
Solving equilibrium problems using extended mathematical programming.
CoRR
Youngdae Kim, Michael C. Ferris
2014 J jnl
Adaptively refined dynamic program for linear spline regression.
Comput. Optim. Appl.
Noam Goldberg, Youngdae Kim, Sven Leyffer, Thomas D. Veselka
2014 J jnl
iKernel: Exact indexing for support vector machines.
Inf. Sci.
Youngdae Kim, Ilhwan Ko, Wook-Shin Han, Hwanjo Yu
2012 J jnl
An efficient method for learning nonlinear ranking SVM functions.
Inf. Sci.
Hwanjo Yu, Jinha Kim, Youngdae Kim, Seung-won Hwang, Young Ho Lee
2011 — conf
Exact indexing for support vector machines.
SIGMOD Conference
Hwanjo Yu, Ilhwan Ko, Youngdae Kim, Seung-won Hwang, Wook-Shin Han
2009 B conf
RV-SVM: An Efficient Method for Learning Ranking SVM.
PAKDD
Hwanjo Yu, Youngdae Kim, Seung-won Hwang
2009 J jnl
Ranking strategies and threats: a cost-based pareto optimization approach.
Distributed Parallel Databases
Youngdae Kim, Gae-won You, Seung-won Hwang
2008 — conf
Approximate Boolean + Ranking Query Answering Using Wavelets.
WAIM
Youngdae Kim, Seung-won Hwang
2008 C conf
Escaping a Dominance Region at Minimum Cost.
DEXA
Youngdae Kim, Gae-won You, Seung-won Hwang