Junhyeok Jang

22 papers A* 1A 1Journal 15Unranked 5
YearRankTypeTitle / Venue / Authors
2026 A* conf
AutoGNN: End-to-End Hardware-Driven Graph Preprocessing for Enhanced GNN Performance.
HPCA
Seungkwan Kang, Seungjun Lee, Donghyun Gouk, Miryeong Kwon, Hyunkyu Choi, Junhyeok Jang, Sangwon Lee, Huiwon Choi, Jie Zhang, Wonil Choi, Mahmut Taylan Kandemir, Myoungsoo Jung
2026 J jnl
AutoGNN: End-to-End Hardware-Driven Graph Preprocessing for Enhanced GNN Performance.
CoRR
Seungkwan Kang, Seungjun Lee, Donghyun Gouk, Miryeong Kwon, Hyunkyu Choi, Junhyeok Jang, Sangwon Lee, Huiwon Choi, Jie Zhang, Wonil Choi, Mahmut Taylan Kandemir, Myoungsoo Jung
2026 J jnl
Development and Validation of an AI-Powered OCR Educational Tool for Early Handwriting Instruction for Korean Early Elementary Students.
IEEE Access
Jaecheon Jeon, Junhyeok Jang, Soon Ki Jung
2026 J jnl
Immersive Technologies (AR/VR) for Computer Science and Computational Thinking Education: A Systematic Literature Review of Trends and Gaps.
IEEE Access
Junhyeok Jang, Jaecheon Jeon, Soon Ki Jung
2025 J jnl
CXL-GPU: Pushing GPU Memory Boundaries with the Integration of CXL Technologies.
CoRR
Donghyun Gouk, Seungkwan Kang, Seungjun Lee, Jiseon Kim, Kyungkuk Nam, Eojin Ryu, Sangwon Lee, Dongpyung Kim, Junhyeok Jang, Hanyeoreum Bae, Myoungsoo Jung
2025 J jnl
CXL-GPU: Pushing GPU Memory Boundaries with the Integration of CXL Technologies.
IEEE Micro
Donghyun Gouk, Seungkwan Kang, Seungjun Lee, Jiseon Kim, Kyungkuk Nam, Eojin Ryu, Sangwon Lee, Dongpyung Kim, Junhyeok Jang, Hanyeoreum Bae, Myoungsoo Jung
2025 J jnl
Efficient Disaggregated Cloud Storage for Cold Videos With Neural Enhancement.
IEEE Micro
Jinyeong Lim, Juncheol Ye, Jaehong Kim, Hwijoon Lim, Hyunho Yeo, Junhyeok Jang, Myoungsoo Jung, Dongsu Han
2025 J jnl
From Block to Byte: Transforming PCIe SSDs with CXL Memory Protocol and Instruction Annotation.
CoRR
Miryeong Kwon, Donghyun Gouk, Junhyeok Jang, Jinwoo Baek, Hyunwoo You, Sangyoon Ji, Hongjoo Jung, Junseok Moon, Seungkwan Kang, Seungjun Lee, Myoungsoo Jung
2025 J jnl
From Block to Byte: Transforming PCIe Solid-State Devices With Compute Express Link Memory Protocol and Instruction Annotation.
IEEE Micro
Miryeong Kwon, Donghyun Gouk, Junhyeok Jang, Jinwoo Baek, Hyunwoo You, Sangyoon Ji, Hongjoo Jung, Junseok Moon, Seungkwan Kang, Seungjun Lee, Myoungsoo Jung
2025 J jnl
MPI-over-CXL: Enhancing Communication Efficiency in Distributed HPC Systems.
CoRR
Miryeong Kwon, Donghyun Gouk, Hyein Woo, Junhee Kim, Jinwoo Baek, Kyungkuk Nam, Sangyoon Ji, Jiseon Kim, Hanyeoreum Bae, Junhyeok Jang, Hyunwoo You, Junseok Moon, Myoungsoo Jung
2024 — conf
Breaking Barriers: Expanding GPU Memory with Sub-Two Digit Nanosecond Latency CXL Controller.
HotStorage
Donghyun Gouk, Seungkwan Kang, Hanyeoreum Bae, Eojin Ryu, Sangwon Lee, Dongpyung Kim, Junhyeok Jang, Myoungsoo Jung
2024 J jnl
Bridging Software-Hardware for CXL Memory Disaggregation in Billion-Scale Nearest Neighbor Search.
ACM Trans. Storage
Junhyeok Jang, Hanjin Choi, Hanyeoreum Bae, Seungjun Lee, Miryeong Kwon, Myoungsoo Jung
2023 — conf
COMPSYS 2023 Invited Speaker Efficient Resilience Training of Large-Scale Recommendation Models using CXL Persistent Memory Pooling.
IPDPS Workshops
Junhyeok Jang
2023 — conf
CXL-ANNS: Software-Hardware Collaborative Memory Disaggregation and Computation for Billion-Scale Approximate Nearest Neighbor Search.
USENIX ATC
Junhyeok Jang, Hanjin Choi, Hanyeoreum Bae, Seungjun Lee, Miryeong Kwon, Myoungsoo Jung
2023 J jnl
Failure Tolerant Training With Persistent Memory Disaggregation Over CXL.
IEEE Micro
Miryeong Kwon, Junhyeok Jang, Hanjin Choi, Sangwon Lee, Myoungsoo Jung
2023 J jnl
Failure Tolerant Training with Persistent Memory Disaggregation over CXL.
CoRR
Miryeong Kwon, Junhyeok Jang, Hanjin Choi, Sangwon Lee, Myoungsoo Jung
2023 A conf
GraphTensor: Comprehensive GNN-Acceleration Framework for Efficient Parallel Processing of Massive Datasets.
IPDPS
Junhyeok Jang, Miryeong Kwon, Donghyun Gouk, Hanyeoreum Bae, Myoungsoo Jung
2023 J jnl
GraphTensor: Comprehensive GNN-Acceleration Framework for Efficient Parallel Processing of Massive Datasets.
CoRR
Junhyeok Jang, Miryeong Kwon, Donghyun Gouk, Hanyeoreum Bae, Myoungsoo Jung
2022 J jnl
PreGNN: Hardware Acceleration to Take Preprocessing Off the Critical Path in Graph Neural Networks.
IEEE Comput. Archit. Lett.
Donghyun Gouk, Seungkwan Kang, Miryeong Kwon, Junhyeok Jang, Hyunkyu Choi, Sangwon Lee, Myoungsoo Jung
2020 — conf
Platform-Agnostic Lightweight Deep Learning for Garbage Collection Scheduling in SSDs.
HotStorage
Junhyeok Jang, Donghyun Gouk, Jinwoo Shin, Myoungsoo Jung
2019 — conf
Faster than Flash: An In-Depth Study of System Challenges for Emerging Ultra-Low Latency SSDs.
IISWC
Sungjoon Koh, Junhyeok Jang, Changrim Lee, Miryeong Kwon, Jie Zhang, Myoungsoo Jung
2019 J jnl
Faster than Flash: An In-Depth Study of System Challenges for Emerging Ultra-Low Latency SSDs.
CoRR
Sungjoon Koh, Junhyeok Jang, Changrim Lee, Miryeong Kwon, Jie Zhang, Myoungsoo Jung