Hyojin Sung

36 papers A* 4A 6B 5Misc 1Journal 10Unranked 9
YearRankTypeTitle / Venue / Authors
2026 A conf
FORTE: Online DataFrame Query Optimizer.
CGO
Yoonho Choi, Kyoungtae Lee, Minji Kim, Hyungsoo Jung, Hyojin Sung
2025 A* conf
ATiM: Autotuning Tensor Programs for Processing-in-DRAM.
ISCA
Yongwon Shin, Dookyung Kang, Hyojin Sung
2025 A conf
HYPERF: End-to-End Autotuning Framework for High-Performance Computing.
HPDC
Juseong Park, Yongwon Shin, Junghyun Lee, Junseo Lee, Juyeon Kim, Oh-Kyoung Kwon, Hyojin Sung
2024 J jnl
IMTP: Search-based Code Generation for In-memory Tensor Programs.
CoRR
Yongwon Shin, Dookyung Kang, Hyojin Sung
2024 A* conf
Low-Overhead General-Purpose Near-Data Processing in CXL Memory Expanders.
MICRO
Hyungkyu Ham, Jeongmin Hong, Geonwoo Park, Yunseon Shin, Okkyun Woo, Wonhyuk Yang, Jinhoon Bae, Eunhyeok Park, Hyojin Sung, Euicheol Lim, Gwangsun Kim
2024 J jnl
Low-overhead General-purpose Near-Data Processing in CXL Memory Expanders.
CoRR
Hyungkyu Ham, Jeongmin Hong, Geonwoo Park, Yunseon Shin, Okkyun Woo, Wonhyuk Yang, Jinhoon Bae, Eunhyeok Park, Hyojin Sung, Euicheol Lim, Gwangsun Kim
2024 B conf
NavCim: Comprehensive Design Space Exploration for Analog Computing-in-Memory Architectures.
PACT
Juseong Park, Boseok Kim, Hyojin Sung
2024 J jnl
Non-Invasive, Memory Access-Triggered Near-Data Processing for DNN Training Acceleration on GPUs.
IEEE Access
Hyungkyu Ham, Hyunuk Cho, Minjae Kim, Jueon Park, Jeongmin Hong, Hyojin Sung, Eunhyeok Park, Euicheol Lim, Gwangsun Kim
2023 A conf
Multi-Objective Architecture Search and Optimization for Heterogeneous Neuromorphic Architecture.
ICCAD
Juseong Park, Yongwon Shin, Hyojin Sung
2023 A conf
PIMFlow: Compiler and Runtime Support for CNN Models on Processing-in-Memory DRAM.
CGO
Yongwon Shin, Juseong Park, Sungjun Cho, Hyojin Sung
2023 A conf
PRIMO: A Full-Stack Processing-in-DRAM Emulation Framework for Machine Learning Workloads.
ICCAD
Jaehoon Heo, Yongwon Shin, Sangjin Choi, Sungwoong Yune, Jung-Hoon Kim, Hyojin Sung, Youngjin Kwon, Joo-Young Kim
2023 J jnl
XLA-NDP: Efficient Scheduling and Code Generation for Deep Learning Model Training on Near-Data Processing Memory.
IEEE Comput. Archit. Lett.
Jueon Park, Hyojin Sung
2022 B conf
One-shot tuner for deep learning compilers.
CC
Jaehun Ryu, Eunhyeok Park, Hyojin Sung
2022 J jnl
Runtime Support for Accelerating CNN Models on Digital DRAM Processing-in-Memory Hardware.
IEEE Comput. Archit. Lett.
Yongwon Shin, Juseong Park, Jeongmin Hong, Hyojin Sung
2021 — conf
Hybrid Register Allocation with Spill Cost and Pattern Guided Optimization.
LCPC
Yongwon Shin, Hyojin Sung
2021 J jnl
MetaTune: Meta-Learning Based Cost Model for Fast and Efficient Auto-tuning Frameworks.
CoRR
Jaehun Ryu, Hyojin Sung
2021 J jnl
Near-Data Processing in Memory Expander for DNN Acceleration on GPUs.
IEEE Comput. Archit. Lett.
Hyungkyu Ham, Hyunuk Cho, Minjae Kim, Jueon Park, Jeongmin Hong, Hyojin Sung, Eunhyeok Park, Euicheol Lim, Gwangsun Kim
2019 B conf
POSTER: CogR: Exploiting Program Structures for Machine-Learning Based Runtime Solutions.
PACT
Hyojin Sung, Tong Chen, Alexandre E. Eichenberger, Kevin K. O'Brien
2019 J jnl
Using Structured Input and Modularity for Improved Learning.
CoRR
Zehra Sura, Tong Chen, Hyojin Sung
2017 Misc conf
Efficient Fork-Join on GPUs Through Warp Specialization.
HiPC
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
2017 — conf
Implementing implicit OpenMP data sharing on GPUs.
LLVM-HPC@SC
Gheorghe-Teodor Bercea, Carlo Bertolli, Arpith C. Jacob, Alexandre E. Eichenberger, Alexey Bataev, Georgios Rokos, Hyojin Sung, Tong Chen, Kevin O'Brien
2017 J jnl
Implementing implicit OpenMP data sharing on GPUs.
CoRR
Gheorghe-Teodor Bercea, Carlo Bertolli, Arpith C. Jacob, Alexandre E. Eichenberger, Alexey Bataev, Georgios Rokos, Hyojin Sung, Tong Chen, Kevin O'Brien
2017 — conf
Leveraging OpenMP 4.5 Support in CLANG for Fortran.
IWOMP
Hyojin Sung, Tong Chen, Zehra Sura, Tarique Islam
2016 — conf
Automatic Copying of Pointer-Based Data Structures.
LCPC
Tong Chen, Zehra Sura, Hyojin Sung
2016 — conf
Offloading Support for OpenMP in Clang and LLVM.
LLVM-HPC@SC
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
2016 — conf
Performance Analysis and Optimization of Clang's OpenMP 4.5 GPU Support.
PMBS@SC
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
2015 — —
DeNovo: rethinking the memory hierarchy for disciplined parallelism
Hyojin Sung
2015 A* conf
DeNovoSync: Efficient Support for Arbitrary Synchronization without Writer-Initiated Invalidations.
ASPLOS
Hyojin Sung, Sarita V. Adve
2015 B conf
Eliminating on-chip traffic waste: are we there yet?
ISPASS
Robert Smolinski, Rakesh Komuravelli, Hyojin Sung, Sarita V. Adve
2015 — conf
Integrating GPU support for OpenMP offloading directives into Clang.
LLVM@SC
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
2015 — conf
Performance analysis of OpenMP on a GPU using a CORAL proxy application.
PMBS@SC
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
2014 J jnl
DeNovoND: Efficient Hardware for Disciplined Nondeterminism.
IEEE Micro
Hyojin Sung, Rakesh Komuravelli, Sarita V. Adve
2013 A* conf
DeNovoND: efficient hardware support for disciplined non-determinism.
ASPLOS
Hyojin Sung, Rakesh Komuravelli, Sarita V. Adve
2011 B conf
DeNovo: Rethinking the Memory Hierarchy for Disciplined Parallelism.
PACT
Byn Choi, Rakesh Komuravelli, Hyojin Sung, Robert Smolinski, Nima Honarmand, Sarita V. Adve, Vikram S. Adve, Nicholas P. Carter, Ching-Tsun Chou
2010 — conf
Parallel SAH k-D tree construction.
High Performance Graphics
Byn Choi, Rakesh Komuravelli, Victor Lu, Hyojin Sung, Robert L. Bocchino Jr., Sarita V. Adve, John C. Hart
2009 A conf
A type and effect system for deterministic parallel Java.
OOPSLA
Robert L. Bocchino Jr., Vikram S. Adve, Danny Dig, Sarita V. Adve, Stephen Heumann, Rakesh Komuravelli, Jeffrey Overbey, Patrick Simmons, Hyojin Sung, Mohsen Vakilian