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Sungho Shin

Identifiers

  • name variant Sungho Shin 0.60 · backfill

Papers (22)

  1. Watts vs. Bytes: Turning Data Centers into Grid Assets via Storage Compute Co-Optimization eess.SY · 2026 · author #2
  2. Parallel Sequential Quadratic Programming with Overlapping Graph Decomposition and Exact Augmented Lagrangian math.OC · 2024 · author #4
  3. Accelerating Optimal Power Flow with GPUs: SIMD Abstraction of Nonlinear Programs and Condensed-Space Interior-Point Methods math.OC · 2023 · author #1
  4. Constrained Policy Optimization for Stochastic Optimal Control under Nonstationary Uncertainties math.OC · 2022 · author #1
  5. Exploiting GPU/SIMD Architectures for Solving Linear-Quadratic MPC Problems math.OC · 2022 · author #2
  6. Near-Optimal Distributed Linear-Quadratic Regulator for Networked Systems math.OC · 2022 · author #1
  7. A Julia Framework for Graph-Structured Nonlinear Optimization math.OC · 2022 · author #2
  8. A Feasible Reduced Space Method for Real-Time Optimal Power Flow math.OC · 2021 · author #3
  9. Controllability and Observability Imply Exponential Decay of Sensitivity in Dynamic Optimization math.OC · 2021 · author #1
  10. Exponential Decay of Sensitivity in Graph-Structured Nonlinear Programs math.OC · 2021 · author #1
  11. Graph-Based Modeling and Decomposition of Energy Infrastructures math.OC · 2020 · author #1
  12. A Graph-Based Modeling Abstraction for Optimization: Concepts and Implementation in Plasmo.jl math.OC · 2020 · author #2
  13. On the Convergence of Overlapping Schwarz Decomposition for Nonlinear Optimal Control math.OC · 2020 · author #2
  14. Diffusing-Horizon Model Predictive Control math.OC · 2020 · author #1
  15. Workload-aware Automatic Parallelization for Multi-GPU DNN Training cs.DC · 2018 · author #1
  16. Fixed-point optimization of deep neural networks with adaptive step size retraining cs.LG · 2017 · author #1
  17. Quantized neural network design under weight capacity constraint cs.LG · 2016 · author #1
  18. FPGA-Based Low-Power Speech Recognition with Recurrent Neural Networks cs.CL · 2016 · author #5
  19. Dynamic Hand Gesture Recognition for Wearable Devices with Low Complexity Recurrent Neural Networks cs.CV · 2016 · author #1
  20. Generative Knowledge Transfer for Neural Language Models cs.LG · 2016 · author #1
  21. Fixed-Point Performance Analysis of Recurrent Neural Networks cs.LG · 2015 · author #1
  22. Resiliency of Deep Neural Networks under Quantization cs.LG · 2015 · author #2

Mentions

  • 1511.06488 #2 · backfill · confidence 0.70 Sungho Shin
  • 2402.17170 #4 · arxiv_oai · confidence 0.70 Sungho Shin
  • 2605.16190 #2 · arxiv_oai · confidence 0.70 Sungho Shin

Frequent Coauthors