Seunghak Lee

According to our database, Seunghak Lee authored at least 34 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

T-CAT: Dynamic Cache Allocation for Tiered Memory Systems With Memory Interleaving.

Hwanjun Lee, Seunghak Lee, Yeji Jung, Daehoon Kim

IEEE Comput. Archit. Lett., 2023

2022

Robust multimodal fusion network using adversarial learning for brain tumor grading.

Seung-wan Jeong, Hwan-ho Cho, Seunghak Lee, Hyunjin Park

Comput. Methods Programs Biomed., 2022

2021

GreenDIMM: OS-assisted DRAM Power Management for DRAM with a Sub-array Granularity Power-Down State.

Seunghak Lee, Ki-Dong Kang, Hwanjun Lee, Hyungwon Park, Young Hoon Son, Nam Sung Kim, Daehoon Kim

Proceedings of the MICRO '21: 54th Annual IEEE/ACM International Symposium on Microarchitecture, 2021

2020

Fast Dimensional Analysis for Root Cause Investigation in a Large-Scale Service Environment.

Fan Fred Lin, Keyur Muzumdar, Nikolay Pavlovich Laptev, Mihai-Valentin Curelea, Seunghak Lee, Sriram Sankar

Proc. ACM Meas. Anal. Comput. Syst., 2020

CIS Band Noise Prediction Methodology Using Co-Simulation of Camera Module.

Euncheol Lee, Hyunsu Jun, Wonho Choi, Kihyun Kwon, Jihyung Lim, Seunghak Lee, Joonseo Yim

Proceedings of the Imaging Sensors and Systems 2020, 2020

2019

Exploiting OS-Level Memory Offlining for DRAM Power Management.

Seunghak Lee, Nam Sung Kim, Daehoon Kim

IEEE Comput. Archit. Lett., 2019

2018

Ensembles of Lasso Screening Rules.

Seunghak Lee, Nico Görnitz, Eric P. Xing, David Heckerman, Christoph Lippert

IEEE Trans. Pattern Anal. Mach. Intell., 2018

2017

Stability Selection for Structured Variable Selection.

George Philipp, Seunghak Lee, Eric P. Xing

CoRR, 2017

2016

An Efficient Nonlinear Regression Approach for Genome-wide Detection of Marginal and Interacting Genetic Variations.

Seunghak Lee, Aurélie C. Lozano, Prabhanjan Kambadur, Eric P. Xing

J. Comput. Biol., 2016

A network-driven approach for genome-wide association mapping.

Seunghak Lee, Soonho Kong, Eric P. Xing

Bioinform., 2016

STRADS: a distributed framework for scheduled model parallel machine learning.

Jin Kyu Kim, Qirong Ho, Seunghak Lee, Xun Zheng, Wei Dai, Garth A. Gibson, Eric P. Xing

Proceedings of the Eleventh European Conference on Computer Systems, 2016

2015

Petuum: A New Platform for Distributed Machine Learning on Big Data.

Eric P. Xing, Qirong Ho, Wei Dai, Jin Kyu Kim, Jinliang Wei, Seunghak Lee, Xun Zheng, Pengtao Xie, Abhimanu Kumar, Yaoliang Yu

IEEE Trans. Big Data, 2015

2014

Screening Rules for Overlapping Group Lasso.

Seunghak Lee, Eric P. Xing

CoRR, 2014

Primitives for Dynamic Big Model Parallelism.

Seunghak Lee, Jin Kyu Kim, Xun Zheng, Qirong Ho, Garth A. Gibson, Eric P. Xing

CoRR, 2014

Exploiting Bounded Staleness to Speed Up Big Data Analytics.

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

Proceedings of the 2014 USENIX Annual Technical Conference, 2014

On Model Parallelization and Scheduling Strategies for Distributed Machine Learning.

Seunghak Lee, Jin Kyu Kim, Xun Zheng, Qirong Ho, Garth A. Gibson, Eric P. Xing

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2013

Structure-Aware Dynamic Scheduler for Parallel Machine Learning.

Seunghak Lee, Jin Kyu Kim, Qirong Ho, Garth A. Gibson, Eric P. Xing

CoRR, 2013

Petuum: A Framework for Iterative-Convergent Distributed ML.

Wei Dai, Jinliang Wei, Xun Zheng, Jin Kyu Kim, Seunghak Lee, Junming Yin, Qirong Ho, Eric P. Xing

CoRR, 2013

More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server.

Qirong Ho, James Cipar, Henggang Cui, Seunghak Lee, Jin Kyu Kim, Phillip B. Gibbons, Garth A. Gibson, Gregory R. Ganger, Eric P. Xing

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Solving the Straggler Problem with Bounded Staleness.

James Cipar, Qirong Ho, Jin Kyu Kim, Seunghak Lee, Gregory R. Ganger, Garth Gibson, Kimberly Keeton, Eric P. Xing

Proceedings of the 14th Workshop on Hot Topics in Operating Systems, 2013

2012

Leveraging input and output structures for joint mapping of epistatic and marginal eQTLs.

Seunghak Lee, Eric P. Xing

Bioinform., 2012

2011

Sensor Node Localization by Three Mobile Anchors in the Wireless Sensor Networks.

Seunghak Lee, Namgi Kim, Heeyoul Kim, Younho Lee, Hyunsoo Yoon

IEICE Trans. Inf. Syst., 2011

2010

MoGUL: Detecting Common Insertions and Deletions in a Population.

Seunghak Lee, Eric P. Xing, Michael Brudno

Proceedings of the Research in Computational Molecular Biology, 2010

Adaptive Multi-Task Lasso: with Application to eQTL Detection.

Seunghak Lee, Jun Zhu, Eric P. Xing

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

2009

Landmark MDS ensemble.

Seunghak Lee, Seungjin Choi

Pattern Recognit., 2009

Ensembles of landmark multidimensional scalings.

Seunghak Lee, Seungjin Choi

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

An Efficient TDMA Scheduling Scheme for Wireless Sensor and Actor Networks.

Sang-Hun Chung, Seunghak Lee, Hyunsoo Yoon

IEICE Trans. Commun., 2008

Efficient service discovery mechanism for wireless sensor networks.

Jaehoon Jung, Seunghak Lee, Namgi Kim, Hyunsoo Yoon

Comput. Commun., 2008

A robust framework for detecting structural variations in a genome.

Seunghak Lee, Elango Cheran, Michael Brudno

Proceedings of the Proceedings 16th International Conference on Intelligent Systems for Molecular Biology (ISMB), 2008

2007

A Proximity-Based Self-Organizing Hierarchical Overlay Framework for Distributed Hash Tables.

Kwangwook Shin, Seunghak Lee, Geunhwi Lim, Hyunsoo Yoon

IEICE Trans. Commun., 2007

Dynamically Weighted Hidden Markov Model for Spam Deobfuscation.

Seunghak Lee, Iryoung Jeong, Seungjin Choi

Proceedings of the IJCAI 2007, 2007

2005

SDD: high performance code clone detection system for large scale source code.

Seunghak Lee, Iryoung Jeong

Proceedings of the Companion to the 20th Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2005

2002

Grapes: Topology-Based Hierarchical Virtual Network for Peer-to-Peer Lookup Services.

Kwangwook Shin, Seunghak Lee, Geunhwi Lim, Hyunsoo Yoon, Joong Soo Ma

Proceedings of the 31st International Conference on Parallel Processing Workshops (ICPP 2002 Workshops), 2002

Link Stability and Route Lifetime in Ad-hoc Wireless Networks.

Geunhwi Lim, Kwangwook Shin, Seunghak Lee, Hyunsoo Yoon, Joong Soo Ma

Proceedings of the 31st International Conference on Parallel Processing Workshops (ICPP 2002 Workshops), 2002