Hyojin Sung

According to our database, Hyojin Sung authored at least 31 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

IMTP: Search-based Code Generation for In-memory Tensor Programs.

Yongwon Shin, Dookyung Kang, Hyojin Sung

CoRR, 2024

Non-Invasive, Memory Access-Triggered Near-Data Processing for DNN Training Acceleration on GPUs.

Hyungkyu Ham, Hyunuk Cho, Minjae Kim, Jueon Park, Jeongmin Hong, Hyojin Sung, Eunhyeok Park, Euicheol Lim, Gwangsun Kim

IEEE Access, 2024

Low-Overhead General-Purpose Near-Data Processing in CXL Memory Expanders.

Hyungkyu Ham, Jeongmin Hong, Geonwoo Park, Yunseon Shin, Okkyun Woo, Wonhyuk Yang, Jinhoon Bae, Eunhyeok Park, Hyojin Sung, Euicheol Lim, Gwangsun Kim

Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture, 2024

NavCim: Comprehensive Design Space Exploration for Analog Computing-in-Memory Architectures.

Juseong Park, Boseok Kim, Hyojin Sung

Proceedings of the 2024 International Conference on Parallel Architectures and Compilation Techniques, 2024

2023

XLA-NDP: Efficient Scheduling and Code Generation for Deep Learning Model Training on Near-Data Processing Memory.

Jueon Park, Hyojin Sung

IEEE Comput. Archit. Lett., 2023

Multi-Objective Architecture Search and Optimization for Heterogeneous Neuromorphic Architecture.

Juseong Park, Yongwon Shin, Hyojin Sung

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

PRIMO: A Full-Stack Processing-in-DRAM Emulation Framework for Machine Learning Workloads.

Jaehoon Heo, Yongwon Shin, Sangjin Choi, Sungwoong Yune, Jung-Hoon Kim, Hyojin Sung, Youngjin Kwon, Joo-Young Kim

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

PIMFlow: Compiler and Runtime Support for CNN Models on Processing-in-Memory DRAM.

Yongwon Shin, Juseong Park, Sungjun Cho, Hyojin Sung

Proceedings of the 21st ACM/IEEE International Symposium on Code Generation and Optimization, 2023

2022

Runtime Support for Accelerating CNN Models on Digital DRAM Processing-in-Memory Hardware.

Yongwon Shin, Juseong Park, Jeongmin Hong, Hyojin Sung

IEEE Comput. Archit. Lett., 2022

One-shot tuner for deep learning compilers.

Jaehun Ryu, Eunhyeok Park, Hyojin Sung

Proceedings of the CC '22: 31st ACM SIGPLAN International Conference on Compiler Construction, Seoul, South Korea, April 2, 2022

2021

MetaTune: Meta-Learning Based Cost Model for Fast and Efficient Auto-tuning Frameworks.

Jaehun Ryu, Hyojin Sung

CoRR, 2021

Near-Data Processing in Memory Expander for DNN Acceleration on GPUs.

Hyungkyu Ham, Hyunuk Cho, Minjae Kim, Jueon Park, Jeongmin Hong, Hyojin Sung, Eunhyeok Park, Euicheol Lim, Gwangsun Kim

IEEE Comput. Archit. Lett., 2021

Hybrid Register Allocation with Spill Cost and Pattern Guided Optimization.

Yongwon Shin, Hyojin Sung

Proceedings of the Languages and Compilers for Parallel Computing, 2021

2019

Using Structured Input and Modularity for Improved Learning.

Zehra Sura, Tong Chen, Hyojin Sung

CoRR, 2019

POSTER: CogR: Exploiting Program Structures for Machine-Learning Based Runtime Solutions.

Hyojin Sung, Tong Chen, Alexandre E. Eichenberger, Kevin K. O'Brien

Proceedings of the 28th International Conference on Parallel Architectures and Compilation Techniques, 2019

2017

Implementing implicit OpenMP data sharing on GPUs.

Gheorghe-Teodor Bercea, Carlo Bertolli, Arpith C. Jacob, Alexandre E. Eichenberger, Alexey Bataev, Georgios Rokos, Hyojin Sung, Tong Chen, Kevin O'Brien

Proceedings of the Fourth Workshop on the LLVM Compiler Infrastructure in HPC, 2017

Leveraging OpenMP 4.5 Support in CLANG for Fortran.

Hyojin Sung, Tong Chen, Zehra Sura, Tarique Islam

Proceedings of the Scaling OpenMP for Exascale Performance and Portability, 2017

Efficient Fork-Join on GPUs Through Warp Specialization.

Arpith Chacko Jacob, Alexandre E. Eichenberger, Hyojin Sung, Samuel F. Antão, Gheorghe-Teodor Bercea, Carlo Bertolli, Alexey Bataev, Tian Jin, Tong Chen, Zehra Sura, Georgios Rokos, Kevin O'Brien

Proceedings of the 24th IEEE International Conference on High Performance Computing, 2017

2016

Performance Analysis and Optimization of Clang's OpenMP 4.5 GPU Support.

Matt Martineau, Simon McIntosh-Smith, Carlo Bertolli, Arpith C. Jacob, Samuel F. Antão, Alexandre E. Eichenberger, Gheorghe-Teodor Bercea, Tong Chen, Tian Jin, Kevin O'Brien, Georgios Rokos, Hyojin Sung, Zehra Sura

Proceedings of the 7th International Workshop on Performance Modeling, 2016

Offloading Support for OpenMP in Clang and LLVM.

Samuel F. Antão, Alexey Bataev, Arpith C. Jacob, Gheorghe-Teodor Bercea, Alexandre E. Eichenberger, Georgios Rokos, Matt Martineau, Tian Jin, Guray Ozen, Zehra Sura, Tong Chen, Hyojin Sung, Carlo Bertolli, Kevin O'Brien

Proceedings of the Third Workshop on the LLVM Compiler Infrastructure in HPC, 2016

Automatic Copying of Pointer-Based Data Structures.

Tong Chen, Zehra Sura, Hyojin Sung

Proceedings of the Languages and Compilers for Parallel Computing, 2016

2015

DeNovo: rethinking the memory hierarchy for disciplined parallelism

Hyojin Sung

PhD thesis, 2015

Integrating GPU support for OpenMP offloading directives into Clang.

Carlo Bertolli, Samuel Antão, Gheorghe-Teodor Bercea, Arpith C. Jacob, Alexandre E. Eichenberger, Tong Chen, Zehra Sura, Hyojin Sung, Georgios Rokos, David Appelhans, Kevin O'Brien

Proceedings of the Second Workshop on the LLVM Compiler Infrastructure in HPC, 2015

Performance analysis of OpenMP on a GPU using a CORAL proxy application.

Gheorghe-Teodor Bercea, Carlo Bertolli, Samuel F. Antão, Arpith C. Jacob, Alexandre E. Eichenberger, Tong Chen, Zehra Sura, Hyojin Sung, Georgios Rokos, David Appelhans, Kevin O'Brien

Proceedings of the 6th International Workshop on Performance Modeling, 2015

Eliminating on-chip traffic waste: are we there yet?

Robert Smolinski, Rakesh Komuravelli, Hyojin Sung, Sarita V. Adve

Proceedings of the 2015 IEEE International Symposium on Performance Analysis of Systems and Software, 2015

DeNovoSync: Efficient Support for Arbitrary Synchronization without Writer-Initiated Invalidations.

Hyojin Sung, Sarita V. Adve

Proceedings of the Twentieth International Conference on Architectural Support for Programming Languages and Operating Systems, 2015

2014

DeNovoND: Efficient Hardware for Disciplined Nondeterminism.

Hyojin Sung, Rakesh Komuravelli, Sarita V. Adve

IEEE Micro, 2014

2013

DeNovoND: efficient hardware support for disciplined non-determinism.

Hyojin Sung, Rakesh Komuravelli, Sarita V. Adve

Proceedings of the Architectural Support for Programming Languages and Operating Systems, 2013

2011

DeNovo: Rethinking the Memory Hierarchy for Disciplined Parallelism.

Byn Choi, Rakesh Komuravelli, Hyojin Sung, Robert Smolinski, Nima Honarmand, Sarita V. Adve, Vikram S. Adve, Nicholas P. Carter, Ching-Tsun Chou

Proceedings of the 2011 International Conference on Parallel Architectures and Compilation Techniques, 2011

2010

Parallel SAH k-D tree construction.

Byn Choi, Rakesh Komuravelli, Victor Lu, Hyojin Sung, Robert L. Bocchino Jr., Sarita V. Adve, John C. Hart

Proceedings of the ACM SIGGRAPH/EUROGRAPHICS Conference on High Performance Graphics 2010, 2010

2009

A type and effect system for deterministic parallel Java.

Robert L. Bocchino Jr., Vikram S. Adve, Danny Dig, Sarita V. Adve, Stephen Heumann, Rakesh Komuravelli, Jeffrey Overbey, Patrick Simmons, Hyojin Sung, Mohsen Vakilian

Proceedings of the 24th Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2009