Jae W. Lee

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 69

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Publications

Donguk Kim, Jongsung Lee, Keun Soo Lim, Jun Heo, Tae Jun Ham, Jae W. Lee
Tree on Nonvolatile Memory. ACM Trans. Storage 20 (1) (2024)
Yeonhong Park, Jake Hyun, SangLyul Cho, Bonggeun Sim, Jae W. Lee
Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs. CoRR (2024)
Gyewon Lee, Jaewoo Maeng, Jinsol Park, Jangho Seo, Haeyoon Cho, Youngseok Yang, Taegeon Um, Jongsung Lee, Jae W. Lee, Byung-Gon Chun
FlowKV: A Semantic-Aware Store for Large-Scale State Management of Stream Processing Engines. EuroSys (2023)
Jongsung Lee, Dong Uk Kim, Jae W. Lee
WALTZ: Leveraging Zone Append to Tighten the Tail Latency of LSM Tree on ZNS SSD. Proc. VLDB Endow. 16 (11) (2023)
Hyunseung Lee, Jihoon Hong, Soosung Kim, Seung Yul Lee, Jae W. Lee
A Memory-Efficient Edge Inference Accelerator with XOR-based Model Compression. DAC (2023)
Woohyeon Baek, Jonghyun Bae, Donghyun Lee, Hyunwoong Bae, Yeonhong Park, Jae W. Lee
Liquid: Mix-and-Match Multiple Image Formats to Balance DNN Training Pipeline. APSys (2023)
Yejin Lee, Donghyun Lee, JungUk Hong, Jae W. Lee, Hongil Yoon
Not All Neighbors Matter: Point Distribution-Aware Pruning for 3D Point Cloud. AAAI (2023)
Christopher Batten, Jae W. Lee
Special Issue on Top Picks From the 2022 Computer Architecture Conferences. IEEE Micro 43 (4) (2023)
Jongho Kim, Young H. Oh, Hyeonsik Kim, Jae W. Lee, Jintae Kim
A 4-bit 4.5-ns-Latency Pseudo-ReRAM Computing-In-Memory Macro With Self Error-Correcting DTC-Based WL Drivers and 6-bit CDAC-Less Column ADCs Having Ultra-Narrow Pitch. IEEE Trans. Circuits Syst. II Express Briefs 70 (9) (2023)
Deok-Jae Oh, Yaebin Moon, Do Kyu Ham, Tae Jun Ham, Yongjun Park, Jae W. Lee, Jung Ho Ahn, Eojin Lee
MaPHeA: A Framework for Lightweight Memory Hierarchy-aware Profile-guided Heap Allocation. ACM Trans. Embed. Comput. Syst. 22 (1) (2023)
Wenjing Jin, Wonsuk Jang, Haneul Park, Jongsung Lee, Soosung Kim, Jae W. Lee
DRAM Translation Layer: Software-Transparent DRAM Power Savings for Disaggregated Memory. ISCA (2023)
Jaeyeon Won, Jeyeon Si, Sam Son, Tae Jun Ham, Jae W. Lee
ULPPACK: Fast Sub-8-bit Matrix Multiply on Commodity SIMD Hardware. MLSys (2022)
Yejin Lee, Hyunji Choi, Sunhong Min, Hyunseung Lee, Sangwon Beak, Dawoon Jeong, Jae W. Lee, Tae Jun Ham
ANNA: Specialized Architecture for Approximate Nearest Neighbor Search. HPCA (2022)
Shine Kim, Jae W. Lee
A Hardware Automated Domain-Specific Flash Memory System for Emerging Applications. ICEIC (2022)
Jonghyun Bae, Woohyeon Baek, Tae Jun Ham, Jae W. Lee
L3: Accelerator-Friendly Lossless Image Format for High-Resolution, High-Throughput DNN Training. CoRR (2022)
Dongsuk Shin, Hakbeom Jang, Kiseok Oh, Jae W. Lee
An Energy-Efficient DRAM Cache Architecture for Mobile Platforms With PCM-Based Main Memory. ACM Trans. Embed. Comput. Syst. 21 (1) (2022)
Young H. Oh, Yunho Jin, Tae Jun Ham, Jae W. Lee
Layerweaver+: A QoS-Aware Layer-Wise DNN Scheduler for Multi-Tenant Neural Processing Units. IEICE Trans. Inf. Syst. (2) (2022)
Seong Hoon Seo, Soosung Kim, Sung Jun Jung, Sangwoo Kwon, Hyunseung Lee, Jae W. Lee
Self-Attention Processor with Sign Random Projection-based Approximation. ESSCIRC (2022)
Michael Jaemin Kim, Jaehyun Park, Yeonhong Park, Wanju Doh, Namhoon Kim, Tae Jun Ham, Jae W. Lee, Jung Ho Ahn
Mithril: Cooperative Row Hammer Protection on Commodity DRAM Leveraging Managed Refresh. HPCA (2022)
Yeonhong Park, Sunhong Min, Jae W. Lee
Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching. CoRR (2022)
Jonghyun Bae, Woohyeon Baek, Tae Jun Ham, Jae W. Lee
L3: Accelerator-Friendly Lossless Image Format for High-Resolution, High-Throughput DNN Training. ECCV (11) (2022)
Yunho Jin, Shine Kim, Tae Jun Ham, Jae W. Lee
Architecting a Flash-Based Storage System for Low-Cost Inference of Extreme-Scale DNNs. IEEE Trans. Computers 71 (12) (2022)
Yeonhong Park, Sunhong Min, Jae W. Lee
Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching. Proc. VLDB Endow. 15 (11) (2022)
Hoon Shin, Rihae Park, Seung Yul Lee, Yeonhong Park, Hyunseung Lee, Jae W. Lee
Effective zero compression on ReRAM-based sparse DNN accelerators. DAC (2022)
Jonghyun Bae, Jongsung Lee, Yunho Jin, Sam Son, Shine Kim, Hakbeom Jang, Tae Jun Ham, Jae W. Lee
FlashNeuron: SSD-Enabled Large-Batch Training of Very Deep Neural Networks. FAST (2021)
Sam Son, Seung Yul Lee, Yunho Jin, Jonghyun Bae, Jinkyu Jeong, Tae Jun Ham, Jae W. Lee, Hongil Yoon
ASAP: Fast Mobile Application Switch via Adaptive Prepaging. USENIX Annual Technical Conference (2021)
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
Accelerating Genomic Data Analytics With Composable Hardware Acceleration Framework. IEEE Micro 41 (3) (2021)
Tae Jun Ham, Yejin Lee, Seong Hoon Seo, Soosung Kim, Hyunji Choi, Sung Jun Jung, Jae W. Lee
ELSA: Hardware-Software Co-design for Efficient, Lightweight Self-Attention Mechanism in Neural Networks. ISCA (2021)
Michael Jaemin Kim, Jaehyun Park, Yeonhong Park, Wanju Doh, Namhoon Kim, Tae Jun Ham, Jae W. Lee, Jung Ho Ahn
Mithril: Cooperative Row Hammer Protection on Commodity DRAM Leveraging Managed Refresh. CoRR (2021)
Shine Kim, Yunho Jin, Gina Sohn, Jonghyun Bae, Tae Jun Ham, Jae W. Lee
Behemoth: A Flash-centric Training Accelerator for Extreme-scale DNNs. FAST (2021)
Yejin Lee, Seong Hoon Seo, Hyunji Choi, Hyoung Uk Sul, Soosung Kim, Jae W. Lee, Tae Jun Ham
MERCI: efficient embedding reduction on commodity hardware via sub-query memoization. ASPLOS (2021)
Young H. Oh, Seonghak Kim, Yunho Jin, Sam Son, Jonghyun Bae, Jongsung Lee, Yeonhong Park, Dong Uk Kim, Tae Jun Ham, Jae W. Lee
Layerweaver: Maximizing Resource Utilization of Neural Processing Units via Layer-Wise Scheduling. HPCA (2021)
Jun Heo, Seung Yul Lee, Sunhong Min, Yeonhong Park, Sungjun Jung, Tae Jun Ham, Jae W. Lee
BOSS: Bandwidth-Optimized Search Accelerator for Storage-Class Memory. ISCA (2021)
Deok-Jae Oh, Yaebin Moon, Eojin Lee, Tae Jun Ham, Yongjun Park, Jae W. Lee, Jung Ho Ahn
MaPHeA: a lightweight memory hierarchy-aware profile-guided heap allocation framework. LCTES (2021)
Jae W. Lee
Message from the General Chair. CGO (2021)
Jongho Kim, Beomkyu Seo, Young H. Oh, Jung-Hoon Chun, Jae W. Lee, Jintae Kim
An 8-bit Ring-Amplifier Based Mixed-Signal MAC Circuit With Full Digital Interface and Variable Accumulation Length. IEEE Access 9 (2021)
Jun Heo, Jaeyeon Won, Yejin Lee, Shivam Bharuka, Jaeyoung Jang, Tae Jun Ham, Jae W. Lee
IIU: Specialized Architecture for Inverted Index Search. ASPLOS (2020)
Jaeyoung Jang, Sungjun Jung, Sunmin Jeong, Jun Heo, Hoon Shin, Tae Jun Ham, Jae W. Lee
A Specialized Architecture for Object Serialization with Applications to Big Data Analytics. ISCA (2020)
Gyusun Lee, Wenjing Jin, Wonsuk Song, Jeonghun Gong, Jonghyun Bae, Tae Jun Ham, Jae W. Lee, Jinkyu Jeong
A Case for Hardware-Based Demand Paging. ISCA (2020)
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
Genesis: A Hardware Acceleration Framework for Genomic Data Analysis. ISCA (2020)
Yeonhong Park, Seung Yul Lee, Hoon Shin, Jun Heo, Tae Jun Ham, Jae W. Lee
Unlocking Wordline-level Parallelism for Fast Inference on RRAM-based DNN Accelerator. ICCAD (2020)
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
: Accelerating Attention Mechanisms in Neural Networks with Approximation. HPCA (2020)
Yeonhong Park, Woosuk Kwon, Eojin Lee, Tae Jun Ham, Jung Ho Ahn, Jae W. Lee
Graphene: Strong yet Lightweight Row Hammer Protection. MICRO (2020)
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
: Accelerating Attention Mechanisms in Neural Networks with Approximation. CoRR (2020)
Gyusun Lee, Seokha Shin, Wonsuk Song, Tae Jun Ham, Jae W. Lee, Jinkyu Jeong
Asynchronous I/O Stack: A Low-latency Kernel I/O Stack for Ultra-Low Latency SSDs. USENIX Annual Technical Conference (2019)
Jongwook Chung, Yuhwan Ro, Joonsung Kim, Jaehyung Ahn, Jangwoo Kim, John Kim, Jae W. Lee, Jung Ho Ahn
Enforcing Last-Level Cache Partitioning through Memory Virtual Channels. PACT (2019)
Jonghyun Bae, Hakbeom Jang, Jeonghun Gong, Wenjing Jin, Shine Kim, Jaeyoung Jang, Tae Jun Ham, Jinkyu Jeong, Jae W. Lee
SSDStreamer: Specializing I/O Stack for Large-Scale Machine Learning. IEEE Micro 39 (5) (2019)
Jaeyoung Jang, Jun Heo, Yejin Lee, Jaeyeon Won, Seonghak Kim, Sungjun Jung, Hakbeom Jang, Tae Jun Ham, Jae W. Lee
Charon: Specialized Near-Memory Processing Architecture for Clearing Dead Objects in Memory. MICRO (2019)
Hakbeom Jang, Jonghyun Bae, Tae Jun Ham, Jae W. Lee
Eager Memory Management for In-Memory Data Analytics. IEICE Trans. Inf. Syst. (3) (2019)
Shine Kim, Jonghyun Bae, Hakbeom Jang, Wenjing Jin, Jeonghun Gong, SeungYeon Lee, Tae Jun Ham, Jae W. Lee
Practical Erase Suspension for Modern Low-latency SSDs. USENIX Annual Technical Conference (2019)
Young H. Oh, Quan Quan, Daeyeon Kim, Seonghak Kim, Jun Heo, Sungjun Jung, Jaeyoung Jang, Jae W. Lee
A portable, automatic data qantizer for deep neural networks. PACT (2018)
Dongsuk Shin, Jae W. Lee
Bandwidth-aware DRAM page migration for heterogeneous mobile memory systems. ICCE (2018)
Dongsuk Shin, Hakbeom Jang, Jae W. Lee
Erratum: Energy-efficient heterogeneous memory system for mobile platforms [IEICE Electronics Express Vol. 14 (2017) No. 24 pp. 20171002]. IEICE Electron. Express 15 (3) (2018)
WonJun Song, Hyungjoon Jung, Jung Ho Ahn, Jae W. Lee, John Kim
Evaluation of Performance Unfairness in NUMA System Architecture. IEEE Comput. Archit. Lett. 16 (1) (2017)
Yong I. Choi, Jae W. Lee, Minjoong Rim, Chung Gu Kang
On the Performance of Beam Division Nonorthogonal Multiple Access for FDD-Based Large-Scale Multi-User MIMO Systems. IEEE Trans. Wirel. Commun. 16 (8) (2017)
WonJun Song, Gwangsun Kim, Hyungjoon Jung, Jongwook Chung, Jung Ho Ahn, Jae W. Lee, John Kim
History-Based Arbitration for Fairness in Processor-Interconnect of NUMA Servers. ASPLOS (2017)
Yong I. Choi, Jae W. Lee, Chung Gu Kang, Minjoong Rim
Constructive Multi-User Interference for Symbol-Level Link Adaptation: MMSE Approach. GLOBECOM Workshops (2017)
Young Hoon Son, Hyunyoon Cho, Yuhwan Ro, Jae W. Lee, Jung Ho Ahn
SALAD: Achieving Symmetric Access Latency with Asymmetric DRAM Architecture. IEEE Comput. Archit. Lett. 16 (1) (2017)
Changsu Kim, Juhyun Kim, Juwon Kang, Jae W. Lee, Hanjun Kim
Context-Aware Memory Profiling for Speculative Parallelism. HiPC (2017)
Channoh Kim, Jaehyeok Kim, Sungmin Kim, Doo-Young Kim, Namho Kim, Gitae Na, Young H. Oh, Hyeon-Gyu Cho, Jae W. Lee
Typed Architectures: Architectural Support for Lightweight Scripting. ASPLOS (2017)
Yuhwan Ro, Hyunyoon Cho, Eojin Lee, Daejin Jung, Young Hoon Son, Jung Ho Ahn, Jae W. Lee
SOUP-N-SALAD: Allocation-Oblivious Access Latency Reduction with Asymmetric DRAM Microarchitectures. HPCA (2017)
Dongsuk Shin, Hakbeom Jang, Jae W. Lee
Energy-efficient heterogeneous memory system for mobile platforms. IEICE Electron. Express 14 (24) (2017)
Jonghyun Bae, Hakbeom Jang, Wenjing Jin, Jun Heo, Jaeyoung Jang, Joo Young Hwang, Sangyeun Cho, Jae W. Lee
Jointly optimizing task granularity and concurrency for in-memory mapreduce frameworks. IEEE BigData (2017)
Yongjun Lee, Yunkeuk Kim, Jinkyu Jeong, Jae W. Lee
DRAM architecture for efficient data lifetime management. IEICE Electron. Express 14 (10) (2017)
Jialu Huang, Prakash Prabhu, Thomas B. Jablin, Soumyadeep Ghosh, Sotiris Apostolakis, Jae W. Lee, David I. August
Speculatively Exploiting Cross-Invocation Parallelism. PACT (2016)
Hakbeom Jang, Yongjun Lee, Jongwon Kim, Youngsok Kim, Jangwoo Kim, Jinkyu Jeong, Jae W. Lee
Efficient footprint caching for Tagless DRAM Caches. HPCA (2016)
Donghwan Jeong, Young H. Oh, Jae W. Lee, Yongjun Park
An eDRAM-Based Approximate Register File for GPUs. IEEE Des. Test 33 (1) (2016)
Jae Young Jang, Hao Wang, Euijin Kwon, Jae W. Lee, Nam Sung Kim
Workload-Aware Optimal Power Allocation on Single-Chip Heterogeneous Processors. IEEE Trans. Parallel Distributed Syst. 27 (6) (2016)
Channoh Kim, Sungmin Kim, Hyeon-Gyu Cho, Doo-Young Kim, Jaehyeok Kim, Young H. Oh, Hakbeom Jang, Jae W. Lee
Short-Circuit Dispatch: Accelerating Virtual Machine Interpreters on Embedded Processors. ISCA (2016)
Yongjun Lee, Jongwon Kim, Hakbeom Jang, Hyunggyun Yang, Jangwoo Kim, Jinkyu Jeong, Jae W. Lee
A fully associative, tagless DRAM cache. ISCA (2015)
Doo-Young Kim, Jin Min Kim, Hakbeom Jang, Jinkyu Jeong, Jae W. Lee
A neural network accelerator for mobile application processors. IEEE Trans. Consumer Electron. 61 (4) (2015)
Xianglan Piao, Channoh Kim, Younghwan Oh, Huiying Li, Jincheon Kim, Hanjun Kim, Jae W. Lee
JAWS: a JavaScript framework for adaptive CPU-GPU work sharing. PPOPP (2015)
Kyungsang Cho, Yongjun Lee, Young H. Oh, Gyoo-Cheol Hwang, Jae W. Lee
eDRAM-based tiered-reliability memory with applications to low-power frame buffers. ISLPED (2014)
Xianglan Piao, Channoh Kim, Younghwan Oh, Hanjun Kim, Jae W. Lee
Efficient CPU-GPU work sharing for data-parallel JavaScript workloads. WWW (Companion Volume) (2014)
WonJun Song, John Kim, Jae W. Lee, Dennis Abts
Security Vulnerability in Processor-Interconnect Router Design. CCS (2014)
Wonjun Lee, Channoh Kim, Houp Song, Jae W. Lee
QPR.js: a runtime framework for QoS-aware power optimization for parallel JavaScript programs. ISLPED (2014)
Gwangsun Kim, Michael Mihn-Jong Lee, John Kim, Jae W. Lee, Dennis Abts, Michael R. Marty
Low-Overhead Network-on-Chip Support for Location-Oblivious Task Placement. IEEE Trans. Computers 63 (6) (2014)
Young Hoon Son, Seongil O, Hyunggyun Yang, Daejin Jung, Jung Ho Ahn, John Kim, Jangwoo Kim, Jae W. Lee
Microbank: Architecting Through-Silicon Interposer-Based Main Memory Systems. SC (2014)
Hakbeom Jang, Channoh Kim, Jae W. Lee
Practical speculative parallelization of variable-length decompression algorithms. LCTES (2013)
Taewook Oh, Hanjun Kim, Nick P. Johnson, Jae W. Lee, David I. August
Practical automatic loop specialization. ASPLOS (2013)
Young Hoon Son, Seongil O, Yuhwan Ro, Jae W. Lee, Jung Ho Ahn
Reducing memory access latency with asymmetric DRAM bank organizations. ISCA (2013)
Jae W. Lee, Man Cheuk Ng, Krste Asanovic
Globally Synchronized Frames for guaranteed quality-of-service in on-chip networks. J. Parallel Distributed Comput. 72 (11) (2012)
Hanjun Kim, Nick P. Johnson, Jae W. Lee, Scott A. Mahlke, David I. August
Automatic speculative DOALL for clusters. CGO (2012)
Arun Raman, Ayal Zaks, Jae W. Lee, David I. August
Parcae: a system for flexible parallel execution. PLDI (2012)
Yun Zhang, Soumyadeep Ghosh, Jialu Huang, Jae W. Lee, Scott A. Mahlke, David I. August
Runtime asynchronous fault tolerance via speculation. CGO (2012)
Yun Zhang, Jae W. Lee, Nick P. Johnson, David I. August
DAFT: Decoupled Acyclic Fault Tolerance. Int. J. Parallel Program. 40 (1) (2012)
Arun Raman, Jae W. Lee, David I. August
From sequential programming to flexible parallel execution. CASES (2012)
Arun Raman, Hanjun Kim, Taewook Oh, Jae W. Lee, David I. August
Parallelism orchestration using DoPE: the degree of parallelism executive. PLDI (2011)
Yun Zhang, Jae W. Lee, Nick P. Johnson, David I. August
DAFT: decoupled acyclic fault tolerance. PACT (2010)
Michael Mihn-Jong Lee, John Kim, Dennis Abts, Michael R. Marty, Jae W. Lee
Approximating age-based arbitration in on-chip networks. PACT (2010)
Michael Mihn-Jong Lee, John Kim, Dennis Abts, Michael R. Marty, Jae W. Lee
Probabilistic Distance-Based Arbitration: Providing Equality of Service for Many-Core CMPs. MICRO (2010)
Hanjun Kim, Arun Raman, Feng Liu, Jae W. Lee, David I. August
Scalable Speculative Parallelization on Commodity Clusters. MICRO (2010)
Jae W. Lee, Man Cheuk Ng, Krste Asanovic
Globally-Synchronized Frames for Guaranteed Quality-of-Service in On-Chip Networks. ISCA (2008)
Jae W. Lee, Myron King, Krste Asanovic
Continual hashing for efficient fine-grain state inconsistency detection. ICCD (2007)
Jae W. Lee, Krste Asanovic
METERG: Measurement-Based End-to-End Performance Estimation Technique in QoS-Capable Multiprocessors. IEEE Real Time Technology and Applications Symposium (2006)
Daihyun Lim, Jae W. Lee, Blaise Gassend, G. Edward Suh, Marten van Dijk, Srinivas Devadas
Extracting secret keys from integrated circuits. IEEE Trans. Very Large Scale Integr. Syst. 13 (10) (2005)
G. Edward Suh, Jae W. Lee, David Zhang, Srinivas Devadas
Secure program execution via dynamic information flow tracking. ASPLOS (2004)
Michael B. Taylor, Jason Sungtae Kim, Jason E. Miller, David Wentzlaff, Fae Ghodrat, Ben Greenwald, Henry Hoffmann, Paul R. Johnson, Jae W. Lee, Walter Lee, Albert Ma, Arvind Saraf, Mark Seneski, Nathan Shnidman, Volker Strumpen, Matthew I. Frank, Saman P. Amarasinghe, Anant Agarwal
The Raw Microprocessor: A Computational Fabric for Software Circuits and General-Purpose Programs. IEEE Micro 22 (2) (2002)