Hyesoon Kim

Georgia Institute of Technology — United States

Computer Science · Physical Sciences

39h-index6.7kcitations227works2.22yr avg
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Research Topics

Parallel Computing and Optimization Techniques(135), Advanced Data Storage Technologies(66), Cloud Computing and Resource Management(32), Distributed and Parallel Computing Systems(31), Interconnection Networks and Systems(28)

Publications227 total

Multiway Merge Partitioning for Sparse-Sparse Matrix Multiplication on GPUs
2025
RV-CURE: A RISC-V Capability Architecture for Full Memory Safety
IEEE Transactions on Computers·2025
Contention-Aware GPU Thread Block Scheduler for Efficient GPU-SSD
IEEE Computer Architecture Letters·2025
Buffer Management for Out-of-GPU LLM Execution
2025Open Access
Aero: Adaptive Query Processing of ML Queries
Proceedings of the ACM on Management of Data·2025Open Access
Analysis of the RISC-V Vector Extension for Vulkan Graphics Kernels
2025· 1 cited
Hardware vs. Software Implementation of Warp-Level Features in Vortex RISC-V GPU
arXiv (Cornell University)·2025Open Access
SoftCUDA: Running CUDA on Softcore GPU
2025· 2 cited
Let-Me-In: (Still) Employing In-pointer Bounds Metadata for Fine-grained GPU Memory Safety
2025· 1 cited
SparseWeaver: Converting Sparse Operations as Dense Operations on GPUs for Graph Workloads
2025· 2 cited
Towards Performance-Aware Allocation for Accelerated Machine Learning on GPU-SSD Systems
arXiv (Cornell University)·2024Open Access
Unleashing CPU Potential for Executing GPU Programs Through Compiler/Runtime Optimizations
2024· 4 cited
Understanding Performance Implications of LLM Inference on CPUs
2024· 14 cited
Oh Infectious Diseases 2, and: Since There Is Nothing New Under the Sky, and: The Person Sitting in the Front, and: Rising Every Day Like Clear Glass
Colorado review·2024
Towards “True” GPU Performance Scaling for OpenGPU
2024
Barre Chord: Efficient Virtual Memory Translation for Multi-Chip-Module GPUs
2024· 12 cited
Comparative Analysis of Executing GPU Applications on FPGA: HLS vs. Soft GPU Approaches
2024· 4 cited
CuPBoP: Making CUDA a Portable Language
ACM Transactions on Design Automation of Electronic Systems·2024· 4 citedOpen Access
Hydro: Adaptive Query Processing of ML Queries
arXiv (Cornell University)·2024Open Access
Quantifying CO<sub>2</sub> Emission Reduction Through Spatial Partitioning in Deep Learning Recommendation System Workloads
IEEE Micro·2024· 2 cited
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Frequent Co-authors

Ramyad Hadidi(13), Onur Mutlu(10), Yale N. Patt(10), Jaekyu Lee(8), Jaewoong Sim(7), Jiashen Cao(7), Sudhakar Yalamanchili(6), Sunpyo Hong(5), Bahar Asgari(5), Lifeng Nai(4), Hyojong Kim(4), Prasun Gera(4), Michael S. Ryoo(4), Nagesh B. Lakshminarayana(4), Matthew Woodward(3), Chi-Keung Luk(2), Sangho Lee(2), Ming-Wei Shih(2), Taesoo Kim(2), Marcus Peinado(2)