Seunghak Lee

43 papers A* 4A 3B 2Misc 1Journal 24Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
S-Tiering: A Unified HW/SW Solution for Memory Tiering Based on the Standard CXL Hotness Monitoring Unit.
IEEE Trans. Computers
Seunghak Lee, Wonjae Lee, Hojin Nam, Jehoon Park, Youngshin Park, Heesoo Kim, Junhyeok Im, Jinin So, Raghu Vamsi Krishna Talanki, Praful Ramesh O, Rajeev Verma, Taeksang Song, Wonhwa Shin, Sangjoon Hwang
2025 A* conf
Beyond Page Migration: Enhancing Tiered Memory Performance via Integrated Last-Level Cache Management and Page Migration.
MICRO
Hwanjun Lee, Minho Kim, Yeji Jung, Seonmu Oh, Ki-Dong Kang, Seunghak Lee, Daehoon Kim
2025 J jnl
EasyAD: A Demonstration of Automated Solutions for Time-Series Anomaly Detection.
Proc. VLDB Endow.
Qinghua Liu, Seunghak Lee, John Paparrizos
2025 J jnl
TSB-AutoAD: Towards Automated Solutions for Time-Series Anomaly Detection [E, A & B].
Proc. VLDB Endow.
Qinghua Liu, Seunghak Lee, John Paparrizos
2023 J jnl
NoHammer: Preventing Row Hammer With Last-Level Cache Management.
IEEE Comput. Archit. Lett.
Seunghak Lee, Ki-Dong Kang, Gyeongseo Park, Nam Sung Kim, Daehoon Kim
2023 J jnl
T-CAT: Dynamic Cache Allocation for Tiered Memory Systems With Memory Interleaving.
IEEE Comput. Archit. Lett.
Hwanjun Lee, Seunghak Lee, Yeji Jung, Daehoon Kim
2022 J jnl
Robust multimodal fusion network using adversarial learning for brain tumor grading.
Comput. Methods Programs Biomed.
Seung-wan Jeong, Hwan-ho Cho, Seunghak Lee, Hyunjin Park
2021 A* conf
GreenDIMM: OS-assisted DRAM Power Management for DRAM with a Sub-array Granularity Power-Down State.
MICRO
Seunghak Lee, Ki-Dong Kang, Hwanjun Lee, Hyungwon Park, Young Hoon Son, Nam Sung Kim, Daehoon Kim
2020 — conf
CIS Band Noise Prediction Methodology Using Co-Simulation of Camera Module.
Imaging Sensors and Systems
Euncheol Lee, Hyunsu Jun, Wonho Choi, Kihyun Kwon, Jihyung Lim, Seunghak Lee, Joonseo Yim
2020 — conf
Fast Dimensional Analysis for Root Cause Investigation in a Large-Scale Service Environment.
SIGMETRICS (Abstracts)
Fan Fred Lin, Keyur Muzumdar, Nikolay Pavlovich Laptev, Mihai-Valentin Curelea, Seunghak Lee, Sriram Sankar
2020 J jnl
Fast Dimensional Analysis for Root Cause Investigation in a Large-Scale Service Environment.
Proc. ACM Meas. Anal. Comput. Syst.
Fan Fred Lin, Keyur Muzumdar, Nikolay Pavlovich Laptev, Mihai-Valentin Curelea, Seunghak Lee, Sriram Sankar
2019 J jnl
Exploiting OS-Level Memory Offlining for DRAM Power Management.
IEEE Comput. Archit. Lett.
Seunghak Lee, Nam Sung Kim, Daehoon Kim
2019 J jnl
Fast Dimensional Analysis for Root Cause Investigation in Large-Scale Service Environment.
CoRR
Fan Fred Lin, Keyur Muzumdar, Nikolay Pavlovich Laptev, Mihai-Valentin Curelea, Seunghak Lee, Sriram Sankar
2018 J jnl
Ensembles of Lasso Screening Rules.
IEEE Trans. Pattern Anal. Mach. Intell.
Seunghak Lee, Nico Görnitz, Eric P. Xing, David Heckerman, Christoph Lippert
2017 J jnl
Stability Selection for Structured Variable Selection.
CoRR
George Philipp, Seunghak Lee, Eric P. Xing
2016 J jnl
A network-driven approach for genome-wide association mapping.
Bioinform.
Seunghak Lee, Soonho Kong, Eric P. Xing
2016 J jnl
An Efficient Nonlinear Regression Approach for Genome-wide Detection of Marginal and Interacting Genetic Variations.
J. Comput. Biol.
Seunghak Lee, Aurélie C. Lozano, Prabhanjan Kambadur, Eric P. Xing
2016 A conf
STRADS: a distributed framework for scheduled model parallel machine learning.
EuroSys
Jin Kyu Kim, Qirong Ho, Seunghak Lee, Xun Zheng, Wei Dai, Garth A. Gibson, Eric P. Xing
2015 B conf
An Efficient Nonlinear Regression Approach for Genome-Wide Detection of Marginal and Interacting Genetic Variations.
RECOMB
Seunghak Lee, Aurélie C. Lozano, Prabhanjan Kambadur, Eric P. Xing
2015 A* conf
Petuum: A New Platform for Distributed Machine Learning on Big Data.
KDD
Eric P. Xing, Qirong Ho, Wei Dai, Jin Kyu Kim, Jinliang Wei, Seunghak Lee, Xun Zheng, Pengtao Xie, Abhimanu Kumar, Yaoliang Yu
2015 J jnl
Petuum: A New Platform for Distributed Machine Learning on Big Data.
IEEE Trans. Big Data
Eric P. Xing, Qirong Ho, Wei Dai, Jin Kyu Kim, Jinliang Wei, Seunghak Lee, Xun Zheng, Pengtao Xie, Abhimanu Kumar, Yaoliang Yu
2014 — conf
Exploiting Bounded Staleness to Speed Up Big Data Analytics.
USENIX ATC
Henggang Cui, James Cipar, Qirong Ho, Jin Kyu Kim, Seunghak Lee, Abhimanu Kumar, Jinliang Wei, Wei Dai, Gregory R. Ganger, Phillip B. Gibbons, Garth A. Gibson, Eric P. Xing
2014 — conf
On Model Parallelization and Scheduling Strategies for Distributed Machine Learning.
NIPS
Seunghak Lee, Jin Kyu Kim, Xun Zheng, Qirong Ho, Garth A. Gibson, Eric P. Xing
2014 J jnl
Primitives for Dynamic Big Model Parallelism.
CoRR
Seunghak Lee, Jin Kyu Kim, Xun Zheng, Qirong Ho, Garth A. Gibson, Eric P. Xing
2014 J jnl
Screening Rules for Overlapping Group Lasso.
CoRR
Seunghak Lee, Eric P. Xing
2013 — conf
More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server.
NIPS
Qirong Ho, James Cipar, Henggang Cui, Seunghak Lee, Jin Kyu Kim, Phillip B. Gibbons, Garth A. Gibson, Gregory R. Ganger, Eric P. Xing
2013 J jnl
Petuum: A Framework for Iterative-Convergent Distributed ML.
CoRR
Wei Dai, Jinliang Wei, Xun Zheng, Jin Kyu Kim, Seunghak Lee, Junming Yin, Qirong Ho, Eric P. Xing
2013 A conf
Solving the Straggler Problem with Bounded Staleness.
HotOS
James Cipar, Qirong Ho, Jin Kyu Kim, Seunghak Lee, Gregory R. Ganger, Garth Gibson, Kimberly Keeton, Eric P. Xing
2013 J jnl
Structure-Aware Dynamic Scheduler for Parallel Machine Learning.
CoRR
Seunghak Lee, Jin Kyu Kim, Qirong Ho, Garth A. Gibson, Eric P. Xing
2012 J jnl
Leveraging input and output structures for joint mapping of epistatic and marginal eQTLs.
Bioinform.
Seunghak Lee, Eric P. Xing
2011 J jnl
Sensor Node Localization by Three Mobile Anchors in the Wireless Sensor Networks.
IEICE Trans. Inf. Syst.
Seunghak Lee, Namgi Kim, Heeyoul Kim, Younho Lee, Hyunsoo Yoon
2010 — conf
Adaptive Multi-Task Lasso: with Application to eQTL Detection.
NIPS
Seunghak Lee, Jun Zhu, Eric P. Xing
2010 B conf
MoGUL: Detecting Common Insertions and Deletions in a Population.
RECOMB
Seunghak Lee, Eric P. Xing, Michael Brudno
2009 Misc conf
Ensembles of landmark multidimensional scalings.
ICASSP
Seunghak Lee, Seungjin Choi
2009 J jnl
Landmark MDS ensemble.
Pattern Recognit.
Seunghak Lee, Seungjin Choi
2008 A conf
A robust framework for detecting structural variations in a genome.
ISMB
Seunghak Lee, Elango Cheran, Michael Brudno
2008 J jnl
An Efficient TDMA Scheduling Scheme for Wireless Sensor and Actor Networks.
IEICE Trans. Commun.
Sang-Hun Chung, Seunghak Lee, Hyunsoo Yoon
2008 J jnl
Efficient service discovery mechanism for wireless sensor networks.
Comput. Commun.
Jaehoon Jung, Seunghak Lee, Namgi Kim, Hyunsoo Yoon
2007 J jnl
A Proximity-Based Self-Organizing Hierarchical Overlay Framework for Distributed Hash Tables.
IEICE Trans. Commun.
Kwangwook Shin, Seunghak Lee, Geunhwi Lim, Hyunsoo Yoon
2007 A* conf
Dynamically Weighted Hidden Markov Model for Spam Deobfuscation.
IJCAI
Seunghak Lee, Iryoung Jeong, Seungjin Choi
2005 — conf
SDD: high performance code clone detection system for large scale source code.
OOPSLA Companion
Seunghak Lee, Iryoung Jeong
2002 — conf
Grapes: Topology-Based Hierarchical Virtual Network for Peer-to-Peer Lookup Services.
ICPP Workshops
Kwangwook Shin, Seunghak Lee, Geunhwi Lim, Hyunsoo Yoon, Joong Soo Ma
2002 — conf
Link Stability and Route Lifetime in Ad-hoc Wireless Networks.
ICPP Workshops
Geunhwi Lim, Kwangwook Shin, Seunghak Lee, Hyunsoo Yoon, Joong Soo Ma