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ORCIDHyojin Sung
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2020 – today
- 2024
[j5]Hyungkyu Ham
, Hyunuk Cho, Minjae Kim, Jueon Park, Jeongmin Hong, Hyojin Sung, Eunhyeok Park, Euicheol Lim, Gwangsun Kim:
Non-Invasive, Memory Access-Triggered Near-Data Processing for DNN Training Acceleration on GPUs. IEEE Access 12: 142651-142667 (2024)- [c22]Juseong Park, Boseok Kim, Hyojin Sung:
NavCim: Comprehensive Design Space Exploration for Analog Computing-in-Memory Architectures. PACT 2024: 168-182 - [c21]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. MICRO 2024: 594-611 - [i5]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 abs/2404.19381 (2024) - [i4]Yongwon Shin, Dookyung Kang, Hyojin Sung:
IMTP: Search-based Code Generation for In-memory Tensor Programs. CoRR abs/2412.19630 (2024) - 2023
- [j4]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): 61-64 (2023) - [c20]Yongwon Shin, Juseong Park, Sungjun Cho, Hyojin Sung:
PIMFlow: Compiler and Runtime Support for CNN Models on Processing-in-Memory DRAM. CGO 2023: 249-262 - [c19]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: 1-9 - [c18]Juseong Park, Yongwon Shin, Hyojin Sung:
Multi-Objective Architecture Search and Optimization for Heterogeneous Neuromorphic Architecture. ICCAD 2023: 1-8 - 2022
- [j3]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): 33-36 (2022) - [c17]Jaehun Ryu, Eunhyeok Park, Hyojin Sung:
One-shot tuner for deep learning compilers. CC 2022: 89-103 - 2021
- [j2]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): 171-174 (2021) - [c16]Yongwon Shin, Hyojin Sung:
Hybrid Register Allocation with Spill Cost and Pattern Guided Optimization. LCPC 2021: 33-49 - [i3]Jaehun Ryu, Hyojin Sung:
MetaTune: Meta-Learning Based Cost Model for Fast and Efficient Auto-tuning Frameworks. CoRR abs/2102.04199 (2021)
2010 – 2019
- 2019
- [c15]Hyojin Sung, Tong Chen, Alexandre E. Eichenberger, Kevin K. O'Brien:
POSTER: CogR: Exploiting Program Structures for Machine-Learning Based Runtime Solutions. PACT 2019: 485-486 - [i2]Zehra Sura, Tong Chen, Hyojin Sung:
Using Structured Input and Modularity for Improved Learning. CoRR abs/1903.12366 (2019) - 2017
- [c14]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: 358-367 - [c13]Hyojin Sung, Tong Chen, Zehra Sura, Tarique Islam:
Leveraging OpenMP 4.5 Support in CLANG for Fortran. IWOMP 2017: 33-47 - [c12]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: 5:1-5:12 - [i1]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 abs/1711.10413 (2017) - 2016
- [c11]Tong Chen, Zehra Sura, Hyojin Sung:
Automatic Copying of Pointer-Based Data Structures. LCPC 2016: 265-281 - [c10]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: 1-11 - [c9]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: 54-64 - 2015
- [b1]Hyojin Sung:
DeNovo: rethinking the memory hierarchy for disciplined parallelism. University of Illinois Urbana-Champaign, USA, 2015 - [c8]Hyojin Sung, Sarita V. Adve:
DeNovoSync: Efficient Support for Arbitrary Synchronization without Writer-Initiated Invalidations. ASPLOS 2015: 545-559 - [c7]Robert Smolinski, Rakesh Komuravelli, Hyojin Sung, Sarita V. Adve:
Eliminating on-chip traffic waste: are we there yet? ISPASS 2015: 163-164 - [c6]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: 2:1-2:11 - [c5]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: 5:1-5:11 - 2014
- [j1]Hyojin Sung, Rakesh Komuravelli, Sarita V. Adve:
DeNovoND: Efficient Hardware for Disciplined Nondeterminism. IEEE Micro 34(3): 138-148 (2014) - 2013
- [c4]Hyojin Sung, Rakesh Komuravelli, Sarita V. Adve:
DeNovoND: efficient hardware support for disciplined non-determinism. ASPLOS 2013: 13-26 - 2011
- [c3]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: 155-166 - 2010
- [c2]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: 77-86
2000 – 2009
- 2009
- [c1]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: 97-116
Coauthor Index
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