Hyojin Sung

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 19

Top Topics

Interprocess Communication

Memory Bandwidth

Data Processing

Top Venues

IEEE Comput. Archit. Lett.

Publications

Hyungkyu Ham, Jeongmin Hong, Geonwoo Park, Yunseon Shin, Okkyun Woo, Wonhyuk Yang, Jinhoon Bae, Eunhyeok Park, Hyojin Sung, Euicheol Lim, Gwangsun Kim
Low-overhead General-purpose Near-Data Processing in CXL Memory Expanders. CoRR (2024)
Jueon Park, Hyojin Sung
XLA-NDP: Efficient Scheduling and Code Generation for Deep Learning Model Training on Near-Data Processing Memory. IEEE Comput. Archit. Lett. 22 (1) (2023)
Yongwon Shin, Juseong Park, Sungjun Cho, Hyojin Sung
PIMFlow: Compiler and Runtime Support for CNN Models on Processing-in-Memory DRAM. CGO (2023)
Jaehoon Heo, Yongwon Shin, Sangjin Choi, Sungwoong Yune, Jung-Hoon Kim, Hyojin Sung, Youngjin Kwon, Joo-Young Kim
PRIMO: A Full-Stack Processing-in-DRAM Emulation Framework for Machine Learning Workloads. ICCAD (2023)
Juseong Park, Yongwon Shin, Hyojin Sung
Multi-Objective Architecture Search and Optimization for Heterogeneous Neuromorphic Architecture. ICCAD (2023)
Yongwon Shin, Juseong Park, Jeongmin Hong, Hyojin Sung
Runtime Support for Accelerating CNN Models on Digital DRAM Processing-in-Memory Hardware. IEEE Comput. Archit. Lett. 21 (2) (2022)
Jaehun Ryu, Eunhyeok Park, Hyojin Sung
One-shot tuner for deep learning compilers. CC (2022)
Jaehun Ryu, Hyojin Sung
MetaTune: Meta-Learning Based Cost Model for Fast and Efficient Auto-tuning Frameworks. CoRR (2021)
Yongwon Shin, Hyojin Sung
Hybrid Register Allocation with Spill Cost and Pattern Guided Optimization. LCPC (2021)
Hyungkyu Ham, Hyunuk Cho, Minjae Kim, Jueon Park, Jeongmin Hong, Hyojin Sung, Eunhyeok Park, Euicheol Lim, Gwangsun Kim
Near-Data Processing in Memory Expander for DNN Acceleration on GPUs. IEEE Comput. Archit. Lett. 20 (2) (2021)
Zehra Sura, Tong Chen, Hyojin Sung
Using Structured Input and Modularity for Improved Learning. CoRR (2019)
Hyojin Sung, Tong Chen, Alexandre E. Eichenberger, Kevin K. O'Brien
POSTER: CogR: Exploiting Program Structures for Machine-Learning Based Runtime Solutions. PACT (2019)
Gheorghe-Teodor Bercea, Carlo Bertolli, Arpith C. Jacob, Alexandre E. Eichenberger, Alexey Bataev, Georgios Rokos, Hyojin Sung, Tong Chen, Kevin O'Brien
Implementing implicit OpenMP data sharing on GPUs. CoRR (2017)
Hyojin Sung, Tong Chen, Zehra Sura, Tarique Islam
Leveraging OpenMP 4.5 Support in CLANG for Fortran. IWOMP (2017)
Gheorghe-Teodor Bercea, Carlo Bertolli, Arpith C. Jacob, Alexandre E. Eichenberger, Alexey Bataev, Georgios Rokos, Hyojin Sung, Tong Chen, Kevin O'Brien
Implementing implicit OpenMP data sharing on GPUs. LLVM-HPC@SC (2017)
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
Efficient Fork-Join on GPUs Through Warp Specialization. HiPC (2017)
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
Offloading Support for OpenMP in Clang and LLVM. LLVM-HPC@SC (2016)
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
Performance Analysis and Optimization of Clang's OpenMP 4.5 GPU Support. PMBS@SC (2016)
Tong Chen, Zehra Sura, Hyojin Sung
Automatic Copying of Pointer-Based Data Structures. LCPC (2016)
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
Performance analysis of OpenMP on a GPU using a CORAL proxy application. PMBS@SC (2015)
Robert Smolinski, Rakesh Komuravelli, Hyojin Sung, Sarita V. Adve
Eliminating on-chip traffic waste: are we there yet? ISPASS (2015)
Hyojin Sung, Sarita V. Adve
DeNovoSync: Efficient Support for Arbitrary Synchronization without Writer-Initiated Invalidations. ASPLOS (2015)
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
Integrating GPU support for OpenMP offloading directives into Clang. LLVM@SC (2015)
Hyojin Sung, Rakesh Komuravelli, Sarita V. Adve
DeNovoND: Efficient Hardware for Disciplined Nondeterminism. IEEE Micro 34 (3) (2014)
Hyojin Sung, Rakesh Komuravelli, Sarita V. Adve
DeNovoND: efficient hardware support for disciplined non-determinism. ASPLOS (2013)
Byn Choi, Rakesh Komuravelli, Hyojin Sung, Robert Smolinski, Nima Honarmand, Sarita V. Adve, Vikram S. Adve, Nicholas P. Carter, Ching-Tsun Chou
DeNovo: Rethinking the Memory Hierarchy for Disciplined Parallelism. PACT (2011)
Byn Choi, Rakesh Komuravelli, Victor Lu, Hyojin Sung, Robert L. Bocchino Jr., Sarita V. Adve, John C. Hart
Parallel SAH k-D tree construction. High Performance Graphics (2010)
Robert L. Bocchino Jr., Vikram S. Adve, Danny Dig, Sarita V. Adve, Stephen Heumann, Rakesh Komuravelli, Jeffrey Overbey, Patrick Simmons, Hyojin Sung, Mohsen Vakilian
A type and effect system for deterministic parallel Java. OOPSLA (2009)