Seunghak Lee
GHC 6219, Computer Science Department
Carnegie Mellon University
5000 Forbes Avenue
Pittsburgh PA 15213
I am a PhD student of
Computer Science Department
at
Carnegie Mellon University
, and my advisor is
Prof. Eric Xing
. I received my M.Sc. in
Computer Science
at
the University of Toronto
under the supervision of
Prof. Michael Brudno
and B.S. at
POSTECH
in
Chemistry
and
Computer Science and Engineering
.
Publications
Seunghak Lee
and Eric P. Xing,
"Efficient Algorithm for Extremely Large Multi-task Regression with Massive Structured Sparsity"
Manuscript, arXiv:1208.3014
Seunghak Lee
and Eric P. Xing,
"Structured Input-Output Lasso, with Application to eQTL Mapping, and a Thresholding Algorithm for Fast Estimation"
Manuscript, arXiv:1205.1989
Seunghak Lee
and Eric P. Xing,
"Leveraging Input and Output Structures For Joint Mapping of Epistatic and Marginal eQTLs"
in Proc.
Int'l Conference on Intelligent Systems for Molecular Biology
(ISMB 2012)
Seunghak Lee
, Jun Zhu, and Eric P. Xing,
"Adaptive Multi-Task Lasso: with Application to eQTL Detection"
in
Advances in Neural Information Processing Systems 23
(NIPS 2010)
[MATLAB source code (tar.gz)]
Seunghak Lee
, Eric P. Xing and Michael Brudno,
"MoGUL: Detecting Common Insertions and Deletions in a Population"
in
Fourteenth International Conference on Research in Computational Molecular Biology
(RECOMB 2010)
Seunghak Lee
, Fereydoun Hormozdiari, Can Alkan and Michael Brudno,
"MoDIL: detecting small indels from clone-end sequencing with mixtures of distributions"
in
Nature Methods
, 2009
[Website for source code]
Seunghak Lee
and Seungjin Choi,
"Ensembles of Landmark Multidimensional Scaling"
in
IEEE Int'l Conference on Acoustics, Speech, and Signal Processing
(ICASSP 2009)
Seunghak Lee
and Seungjin Choi,
"Landmark MDS Ensemble"
in
Pattern Recognition
, 2008
Seunghak Lee
, Elango Cheran and Michael Brudno,
"A Robust Framework for Detecting Structural Variations in a Genome"
in Proc.
Int'l Conference on Intelligent Systems for Molecular Biology
(ISMB 2008)
Toronto, Canada, July 19-23, 2008 (accepted for oral presentation)
Seunghak Lee
, Iryoung Jeong and Seungjin Choi,
"Dynamically Weighted Hidden Markov Model for Spam Deobfuscation"
in Proc.
Int'l Joint Conference on Artificial Intelligence
(IJCAI 2007)
Hyderabad, India, January 6-12, 2007 (accepted for oral presentation)
Seunghak Lee
and Iryoung Jeong,
"SDD: high performance code clone detection system for large scale source code"
in Companion to
the 20th annual ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
(OOPSLA 2005)
.