Seunghak Lee

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 13

Top Topics

Machine Learning

Linear Regression

Top Venues

IEEE Comput. Archit. Lett.

Publications

Hwanjun Lee, Seunghak Lee, Yeji Jung, Daehoon Kim
T-CAT: Dynamic Cache Allocation for Tiered Memory Systems With Memory Interleaving. IEEE Comput. Archit. Lett. 22 (2) (2023)
Seung-wan Jeong, Hwan-ho Cho, Seunghak Lee, Hyunjin Park
Robust multimodal fusion network using adversarial learning for brain tumor grading. Comput. Methods Programs Biomed. 226 (2022)
Seunghak Lee, Ki-Dong Kang, Hwanjun Lee, Hyungwon Park, Young Hoon Son, Nam Sung Kim, Daehoon Kim
GreenDIMM: OS-assisted DRAM Power Management for DRAM with a Sub-array Granularity Power-Down State. MICRO (2021)
Euncheol Lee, Hyunsu Jun, Wonho Choi, Kihyun Kwon, Jihyung Lim, Seunghak Lee, Joonseo Yim
CIS Band Noise Prediction Methodology Using Co-Simulation of Camera Module. Imaging Sensors and Systems (2020)
Fan Fred Lin, Keyur Muzumdar, Nikolay Pavlovich Laptev, Mihai-Valentin Curelea, Seunghak Lee, Sriram Sankar
Fast Dimensional Analysis for Root Cause Investigation in a Large-Scale Service Environment. SIGMETRICS (Abstracts) (2020)
Fan Fred Lin, Keyur Muzumdar, Nikolay Pavlovich Laptev, Mihai-Valentin Curelea, Seunghak Lee, Sriram Sankar
Fast Dimensional Analysis for Root Cause Investigation in a Large-Scale Service Environment. Proc. ACM Meas. Anal. Comput. Syst. 4 (2) (2020)
Fan Fred Lin, Keyur Muzumdar, Nikolay Pavlovich Laptev, Mihai-Valentin Curelea, Seunghak Lee, Sriram Sankar
Fast Dimensional Analysis for Root Cause Investigation in Large-Scale Service Environment. CoRR (2019)
Seunghak Lee, Nam Sung Kim, Daehoon Kim
Exploiting OS-Level Memory Offlining for DRAM Power Management. IEEE Comput. Archit. Lett. 18 (2) (2019)
Seunghak Lee, Nico Görnitz, Eric P. Xing, David Heckerman, Christoph Lippert
Ensembles of Lasso Screening Rules. IEEE Trans. Pattern Anal. Mach. Intell. 40 (12) (2018)
George Philipp, Seunghak Lee, Eric P. Xing
Stability Selection for Structured Variable Selection. CoRR (2017)
Seunghak Lee, Aurelie C. Lozano, Prabhanjan Kambadur, Eric P. Xing
An Efficient Nonlinear Regression Approach for Genome-wide Detection of Marginal and Interacting Genetic Variations. J. Comput. Biol. 23 (5) (2016)
Seunghak Lee, Soonho Kong, Eric P. Xing
A network-driven approach for genome-wide association mapping. Bioinform. 32 (12) (2016)
Jin Kyu Kim, Qirong Ho, Seunghak Lee, Xun Zheng, Wei Dai, Garth A. Gibson, Eric P. Xing
STRADS: a distributed framework for scheduled model parallel machine learning. EuroSys (2016)
Eric P. Xing, Qirong Ho, Wei Dai, Jin Kyu Kim, Jinliang Wei, Seunghak Lee, Xun Zheng, Pengtao Xie, Abhimanu Kumar, Yaoliang Yu
Petuum: A New Platform for Distributed Machine Learning on Big Data. IEEE Trans. Big Data 1 (2) (2015)
Seunghak Lee, Aurelie C. Lozano, Prabhanjan Kambadur, Eric P. Xing
An Efficient Nonlinear Regression Approach for Genome-Wide Detection of Marginal and Interacting Genetic Variations. RECOMB (2015)
Eric P. Xing, Qirong Ho, Wei Dai, Jin Kyu Kim, Jinliang Wei, Seunghak Lee, Xun Zheng, Pengtao Xie, Abhimanu Kumar, Yaoliang Yu
Petuum: A New Platform for Distributed Machine Learning on Big Data. KDD (2015)
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
Exploiting Bounded Staleness to Speed Up Big Data Analytics. USENIX Annual Technical Conference (2014)
Seunghak Lee, Jin Kyu Kim, Xun Zheng, Qirong Ho, Garth A. Gibson, Eric P. Xing
Primitives for Dynamic Big Model Parallelism. CoRR (2014)
Seunghak Lee, Eric P. Xing
Screening Rules for Overlapping Group Lasso. CoRR (2014)
Seunghak Lee, Jin Kyu Kim, Xun Zheng, Qirong Ho, Garth A. Gibson, Eric P. Xing
On Model Parallelization and Scheduling Strategies for Distributed Machine Learning. NIPS (2014)
Wei Dai, Jinliang Wei, Xun Zheng, Jin Kyu Kim, Seunghak Lee, Junming Yin, Qirong Ho, Eric P. Xing
Petuum: A Framework for Iterative-Convergent Distributed ML. CoRR (2013)
Qirong Ho, James Cipar, Henggang Cui, Seunghak Lee, Jin Kyu Kim, Phillip B. Gibbons, Garth A. Gibson, Gregory R. Ganger, Eric P. Xing
More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server. NIPS (2013)
James Cipar, Qirong Ho, Jin Kyu Kim, Seunghak Lee, Gregory R. Ganger, Garth Gibson, Kimberly Keeton, Eric P. Xing
Solving the Straggler Problem with Bounded Staleness. HotOS (2013)
Seunghak Lee, Jin Kyu Kim, Qirong Ho, Garth A. Gibson, Eric P. Xing
Structure-Aware Dynamic Scheduler for Parallel Machine Learning. CoRR (2013)
Seunghak Lee, Eric P. Xing
Leveraging input and output structures for joint mapping of epistatic and marginal eQTLs. Bioinform. 28 (12) (2012)
Seunghak Lee, Namgi Kim, Heeyoul Kim, Younho Lee, Hyunsoo Yoon
Sensor Node Localization by Three Mobile Anchors in the Wireless Sensor Networks. IEICE Trans. Inf. Syst. (10) (2011)
Seunghak Lee, Eric P. Xing, Michael Brudno
MoGUL: Detecting Common Insertions and Deletions in a Population. RECOMB (2010)
Seunghak Lee, Jun Zhu, Eric P. Xing
Adaptive Multi-Task Lasso: with Application to eQTL Detection. NIPS (2010)
Seunghak Lee, Seungjin Choi
Landmark MDS ensemble. Pattern Recognit. 42 (9) (2009)
Seunghak Lee, Seungjin Choi
Ensembles of landmark multidimensional scalings. ICASSP (2009)
Sang-Hun Chung, Seunghak Lee, Hyunsoo Yoon
An Efficient TDMA Scheduling Scheme for Wireless Sensor and Actor Networks. IEICE Trans. Commun. (6) (2008)
Seunghak Lee, Elango Cheran, Michael Brudno
A robust framework for detecting structural variations in a genome. ISMB (2008)
Jaehoon Jung, Seunghak Lee, Namgi Kim, Hyunsoo Yoon
Efficient service discovery mechanism for wireless sensor networks. Comput. Commun. 31 (14) (2008)
Kwangwook Shin, Seunghak Lee, Geunhwi Lim, Hyunsoo Yoon
A Proximity-Based Self-Organizing Hierarchical Overlay Framework for Distributed Hash Tables. IEICE Trans. Commun. (7) (2007)
Seunghak Lee, Iryoung Jeong, Seungjin Choi
Dynamically Weighted Hidden Markov Model for Spam Deobfuscation. IJCAI (2007)
Seunghak Lee, Iryoung Jeong
SDD: high performance code clone detection system for large scale source code. OOPSLA Companion (2005)
Kwangwook Shin, Seunghak Lee, Geunhwi Lim, Hyunsoo Yoon, Joong Soo Ma
Grapes: Topology-Based Hierarchical Virtual Network for Peer-to-Peer Lookup Services. ICPP Workshops (2002)
Geunhwi Lim, Kwangwook Shin, Seunghak Lee, Hyunsoo Yoon, Joong Soo Ma
Link Stability and Route Lifetime in Ad-hoc Wireless Networks. ICPP Workshops (2002)