Tae Jun Ham

42 papers A* 17A 3B 2Misc 1Journal 13Unranked 5
YearRankTypeTitle / Venue / Authors
2025 A* conf
Reliable and Cost-Effective Exploratory Data Analysis via Graph-Guided RAG.
EMNLP
Mossad Helali, Yutai Luo, Tae Jun Ham, Jim Plotts, Ashwin Chaugule, Jichuan Chang, Parthasarathy Ranganathan, Essam Mansour
2025 Misc conf
SkipLSM: Fast Retrieval of Hot Key-Value Pairs on LSM Tree.
SAC
Jongsung Lee, Sam Son, Jonghyun Bae, Yunho Jin, Tae Jun Ham, Jae W. Lee
2024 J jnl
An LSM Tree Augmented with B
ACM Trans. Storage
Donguk Kim, Jongsung Lee, Keun Soo Lim, Jun Heo, Tae Jun Ham, Jae W. Lee
2023 J jnl
MaPHeA: A Framework for Lightweight Memory Hierarchy-aware Profile-guided Heap Allocation.
ACM Trans. Embed. Comput. Syst.
Deok-Jae Oh, Yaebin Moon, Do Kyu Ham, Tae Jun Ham, Yongjun Park, Jae W. Lee, Jung Ho Ahn, Eojin Lee
2022 A* conf
ANNA: Specialized Architecture for Approximate Nearest Neighbor Search.
HPCA
Yejin Lee, Hyunji Choi, Sunhong Min, Hyunseung Lee, Sangwon Beak, Dawoon Jeong, Jae W. Lee, Tae Jun Ham
2022 J jnl
Architecting a Flash-Based Storage System for Low-Cost Inference of Extreme-Scale DNNs.
IEEE Trans. Computers
Yunho Jin, Shine Kim, Tae Jun Ham, Jae W. Lee
2022 — conf
L3: Accelerator-Friendly Lossless Image Format for High-Resolution, High-Throughput DNN Training.
ECCV (11)
Jonghyun Bae, Woohyeon Baek, Tae Jun Ham, Jae W. Lee
2022 J jnl
L3: Accelerator-Friendly Lossless Image Format for High-Resolution, High-Throughput DNN Training.
CoRR
Jonghyun Bae, Woohyeon Baek, Tae Jun Ham, Jae W. Lee
2022 J jnl
Layerweaver+: A QoS-Aware Layer-Wise DNN Scheduler for Multi-Tenant Neural Processing Units.
IEICE Trans. Inf. Syst.
Young H. Oh, Yunho Jin, Tae Jun Ham, Jae W. Lee
2022 A* conf
Mithril: Cooperative Row Hammer Protection on Commodity DRAM Leveraging Managed Refresh.
HPCA
Michael Jaemin Kim, Jaehyun Park, Yeonhong Park, Wanju Doh, Namhoon Kim, Tae Jun Ham, Jae W. Lee, Jung Ho Ahn
2022 — conf
ULPPACK: Fast Sub-8-bit Matrix Multiply on Commodity SIMD Hardware.
MLSys
Jaeyeon Won, Jeyeon Si, Sam Son, Tae Jun Ham, Jae W. Lee
2021 — conf
ASAP: Fast Mobile Application Switch via Adaptive Prepaging.
USENIX ATC
Sam Son, Seung Yul Lee, Yunho Jin, Jonghyun Bae, Jinkyu Jeong, Tae Jun Ham, Jae W. Lee, Hongil Yoon
2021 J jnl
Accelerating Genomic Data Analytics With Composable Hardware Acceleration Framework.
IEEE Micro
Tae Jun Ham, Yejin Lee, Seong Hoon Seo, U. Gyeong Song, Jae W. Lee, David Bruns-Smith, Brendan Sweeney, Krste Asanovic, Young H. Oh, Lisa Wu Wills
2021 A* conf
BOSS: Bandwidth-Optimized Search Accelerator for Storage-Class Memory.
ISCA
Jun Heo, Seung Yul Lee, Sunhong Min, Yeonhong Park, Sungjun Jung, Tae Jun Ham, Jae W. Lee
2021 A conf
Behemoth: A Flash-centric Training Accelerator for Extreme-scale DNNs.
FAST
Shine Kim, Yunho Jin, Gina Sohn, Jonghyun Bae, Tae Jun Ham, Jae W. Lee
2021 A* conf
ELSA: Hardware-Software Co-design for Efficient, Lightweight Self-Attention Mechanism in Neural Networks.
ISCA
Tae Jun Ham, Yejin Lee, Seong Hoon Seo, Soosung Kim, Hyunji Choi, Sung Jun Jung, Jae W. Lee
2021 A conf
FlashNeuron: SSD-Enabled Large-Batch Training of Very Deep Neural Networks.
FAST
Jonghyun Bae, Jongsung Lee, Yunho Jin, Sam Son, Shine Kim, Hakbeom Jang, Tae Jun Ham, Jae W. Lee
2021 A* conf
Layerweaver: Maximizing Resource Utilization of Neural Processing Units via Layer-Wise Scheduling.
HPCA
Young H. Oh, Seonghak Kim, Yunho Jin, Sam Son, Jonghyun Bae, Jongsung Lee, Yeonhong Park, Dong Uk Kim, Tae Jun Ham, Jae W. Lee
2021 A* conf
MERCI: efficient embedding reduction on commodity hardware via sub-query memoization.
ASPLOS
Yejin Lee, Seong Hoon Seo, Hyunji Choi, Hyoung Uk Sul, Soosung Kim, Jae W. Lee, Tae Jun Ham
2021 B conf
MaPHeA: a lightweight memory hierarchy-aware profile-guided heap allocation framework.
LCTES
Deok-Jae Oh, Yaebin Moon, Eojin Lee, Tae Jun Ham, Yongjun Park, Jae W. Lee, Jung Ho Ahn
2021 J jnl
Mithril: Cooperative Row Hammer Protection on Commodity DRAM Leveraging Managed Refresh.
CoRR
Michael Jaemin Kim, Jaehyun Park, Yeonhong Park, Wanju Doh, Namhoon Kim, Tae Jun Ham, Jae W. Lee, Jung Ho Ahn
2020 A* conf
A
HPCA
Tae Jun Ham, Sungjun Jung, Seonghak Kim, Young H. Oh, Yeonhong Park, Yoonho Song, Jung-Hun Park, Sanghee Lee, Kyoung Park, Jae W. Lee, Deog-Kyoon Jeong
2020 J jnl
A
CoRR
Tae Jun Ham, Sungjun Jung, Seonghak Kim, Young H. Oh, Yeonhong Park, Yoonho Song, Jung-Hun Park, Sanghee Lee, Kyoung Park, Jae W. Lee, Deog-Kyoon Jeong
2020 A* conf
A Case for Hardware-Based Demand Paging.
ISCA
Gyusun Lee, Wenjing Jin, Wonsuk Song, Jeonghun Gong, Jonghyun Bae, Tae Jun Ham, Jae W. Lee, Jinkyu Jeong
2020 A* conf
A Specialized Architecture for Object Serialization with Applications to Big Data Analytics.
ISCA
Jaeyoung Jang, Sungjun Jung, Sunmin Jeong, Jun Heo, Hoon Shin, Tae Jun Ham, Jae W. Lee
2020 A* conf
Genesis: A Hardware Acceleration Framework for Genomic Data Analysis.
ISCA
Tae Jun Ham, David Bruns-Smith, Brendan Sweeney, Yejin Lee, Seong Hoon Seo, U. Gyeong Song, Young H. Oh, Krste Asanovic, Jae W. Lee, Lisa Wu Wills
2020 A* conf
Graphene: Strong yet Lightweight Row Hammer Protection.
MICRO
Yeonhong Park, Woosuk Kwon, Eojin Lee, Tae Jun Ham, Jung Ho Ahn, Jae W. Lee
2020 A* conf
IIU: Specialized Architecture for Inverted Index Search.
ASPLOS
Jun Heo, Jaeyeon Won, Yejin Lee, Shivam Bharuka, Jaeyoung Jang, Tae Jun Ham, Jae W. Lee
2020 B conf
MosaicSim: A Lightweight, Modular Simulator for Heterogeneous Systems.
ISPASS
Opeoluwa Matthews, Aninda Manocha, Davide Giri, Marcelo Orenes-Vera, Esin Tureci, Tyler Sorensen, Tae Jun Ham, Juan L. Aragón, Luca P. Carloni, Margaret Martonosi
2020 J jnl
The MosaicSim Simulator (Full Technical Report).
CoRR
Opeoluwa Matthews, Aninda Manocha, Davide Giri, Marcelo Orenes-Vera, Esin Tureci, Tyler Sorensen, Tae Jun Ham, Juan L. Aragón, Luca P. Carloni, Margaret Martonosi
2020 A conf
Unlocking Wordline-level Parallelism for Fast Inference on RRAM-based DNN Accelerator.
ICCAD
Yeonhong Park, Seung Yul Lee, Hoon Shin, Jun Heo, Tae Jun Ham, Jae W. Lee
2019 — conf
Asynchronous I/O Stack: A Low-latency Kernel I/O Stack for Ultra-Low Latency SSDs.
USENIX ATC
Gyusun Lee, Seokha Shin, Wonsuk Song, Tae Jun Ham, Jae W. Lee, Jinkyu Jeong
2019 A* conf
Charon: Specialized Near-Memory Processing Architecture for Clearing Dead Objects in Memory.
MICRO
Jaeyoung Jang, Jun Heo, Yejin Lee, Jaeyeon Won, Seonghak Kim, Sungjun Jung, Hakbeom Jang, Tae Jun Ham, Jae W. Lee
2019 J jnl
Eager Memory Management for In-Memory Data Analytics.
IEICE Trans. Inf. Syst.
Hakbeom Jang, Jonghyun Bae, Tae Jun Ham, Jae W. Lee
2019 J jnl
Efficient Data Supply for Parallel Heterogeneous Architectures.
ACM Trans. Archit. Code Optim.
Tae Jun Ham, Juan L. Aragón, Margaret Martonosi
2019 — conf
Practical Erase Suspension for Modern Low-latency SSDs.
USENIX ATC
Shine Kim, Jonghyun Bae, Hakbeom Jang, Wenjing Jin, Jeonghun Gong, Seungyeon Lee, Tae Jun Ham, Jae W. Lee
2019 J jnl
SSDStreamer: Specializing I/O Stack for Large-Scale Machine Learning.
IEEE Micro
Jonghyun Bae, Hakbeom Jang, Jeonghun Gong, Wenjing Jin, Shine Kim, Jaeyoung Jang, Tae Jun Ham, Jinkyu Jeong, Jae W. Lee
2018 — —
Data Access Optimization in Accelerator-Oriented Heterogeneous Architecture through Decoupling and Memory Hierarchy Specialization
Tae Jun Ham
2017 J jnl
Decoupling Data Supply from Computation for Latency-Tolerant Communication in Heterogeneous Architectures.
ACM Trans. Archit. Code Optim.
Tae Jun Ham, Juan L. Aragón, Margaret Martonosi
2016 A* conf
Graphicionado: A high-performance and energy-efficient accelerator for graph analytics.
MICRO
Tae Jun Ham, Lisa Wu, Narayanan Sundaram, Nadathur Satish, Margaret Martonosi
2015 A* conf
DeSC: decoupled supply-compute communication management for heterogeneous architectures.
MICRO
Tae Jun Ham, Juan L. Aragón, Margaret Martonosi
2013 A* conf
Disintegrated control for energy-efficient and heterogeneous memory systems.
HPCA
Tae Jun Ham, Bharath K. Chelepalli, Neng Xue, Benjamin C. Lee