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 Computer Science and Engineering and Chemistry in Korea.

Genome phenome association studies

Human genetic variations - structural variations including indels, inversions and translocations

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

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)