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Mingxuan Sun
Georgia Institute of Technology |
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Who am I
I am a PhD student in College of Computing at Georgia Institute of Technology. I received my Master's degree in Computer Science from University of Kentucky in 2006 and my Bachelor's degree in Computer Science and Engineering from Zhejiang University, China in 2004.
My advisor is Guy Lebanon. My research area is statistical machine learning and visualization. I am particularly interested in modeling and visualizing preference ranked data.
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Modeling Rankings in Recommendation Systems
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Visualizing Search Algorithm Dissimilarities
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Modeling and Visualizing 4D City
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Document Restoration
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Spatial-Time Light Filed Rendering
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Active Lighting for Video Conferencing
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Publications
Mingxuan Sun, Guy Lebanon, and Paul Kidwell, Estimating Probabilities in Recommendation Systems [arXiv link], The 14th International Conference on Artificial Intelligence and Statistics (AISTATS), 2011.
Mingxuan Sun, Guy Lebanon, and Kevyn Collins-Thompson, Visualizing Differences in Web Search Algorithms Using the Expected Weighted Hoeffding Distance, The 19th International World Wide Web Conference (WWW), 2010.
Mingxuan Sun, Guy Lebanon, and Kevyn Collins-Thompson, Visualizing Spatial Proximity of Search Algorithms, NIPS Workshop on Learning with Ordering (poster abstract), 2009.
Mingxuan Sun, Zicheng Liu, Jingyu Qiu, Zhengyou Zhang, and Mike Sinclair, Active Lighting for Video Conferencing, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol.19, no.12, pp.1819-1829, Dec. 2009.
Mingxuan Sun, Grant Schindler, Greg Turk, and Frank Dellaert, Color Matching and Illumination Estimation for Urban Scenes, IEEE International Workshop on 3-D Digital Imaging and Modeling, in conjunction with ICCV, Tokyo, Japan, Oct. 2009.
Huamin Wang, Mingxuan Sun, and Ruigang Yang, Space-Time Light Filed Rendering, IEEE Transactions on Visualization and Computer graphics (TVCG), vol.13, no.4, pp.697-710, July/Aug. 2007.
Michael S. Brown, Mingxuan Sun, Ruigang Yang, Lin Yun, George Landon, and Brent Seales, Restoring 2D Content from Distorted Documents, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol.29, no.11, pp.1904-1916, Nov. 2007.
Miao Liao, Mingxuan Sun, Ruigang Yang, and Zhengyou Zhang, Robust and Accurate Visual Echo Cancellation in a Full-duplex Projector-camera System, CVPR Workshop on Projector-Camera Systems (PROCAMS), June, 2006.
Mingxuan Sun, Ruigang Yang, Lin Yun, George Landon, Brent Seales, and Michael S. Brown, Geometric and Photometric Restoration of Distorted Documents, The 10th International Conference on Computer Vision (ICCV), Oct. 2005, Beijing, China.
Patents
Co-inventor with Zicheng Liu, Jingyu Qiu, Zhengyou Zhang, and Mike Sinclair in
Microsoft, “Lighting Array Control”,
TA
CS4455: Video Game Design and Programming (Spring 2009)
CSx495: Computer Vision (Fall 2006)
Contact me
E-mail: cynthia 'AT' cc 'DOT' gatech 'DOT' edu