Xiaoye Jiang

xiaoyej@stanford.edu
personal page

Research interests

  • Algebraic Methods in Machine Learning

Recent publications

Xiaoye Jiang, Yuan Yao, Han Liu, and Leonidas Guibas. Detecting Network Cliques with Radon Basis Pursuit. The Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS). La Palma, Canary Islands, Spain, April 2012.   
Frederic Chazal, Daniel Chen, Leonidas Guibas, Xiaoye Jiang, and Christian Sommer. Data- driven trajectory smoothing. In Proceedings of the 19th SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS ’11, 2011.   
Mo Li, Xiaoye Jiang, and Leonidas Guibas. Fingerprinting Mobile User Positions in Sensor Networks: Attacks and Countermeasures. IEEE Transactions on Parallel and Distributed Systems, accepted to appear.
Bangpeng Yao, Xiaoye Jiang, Aditya Khosla, Andy Lai Lin, Leonidas Guibas, and Fei-Fei Li. Human Action Recognition by Learning Bases of Action Attributes and Parts. The Thirteenth International Conference on Computer Vision (ICCV). Barcelona, Spain, November 2011.   
Xiaoye Jiang, Jonathan Huang, and Leonidas Guibas. Fourier-Information Duality in the Identity Management Problem. The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD). Athens, Greece, September 2011.   
Xiaoye Jiang, Jian Sun, and Leonidas Guibas. A Fourier-Theoretic Approach for Inferring Symmetries. The Twenty-Third Canadian Conference on Computational Geometry (CCCG). Toronto, Canada, August 2011.   
Chen Gu, Xiaoye Jiang and Leonidas Guibas. Kinetically-aware Conformational Distances in Molecular Dynamics. 23rd Canadian Conference on Computational Geometry, 2011.   
Xiaoye Jiang, Mo Li, Yuan Yao, and Leonidas Guibas. Overcomplete Radon Bases for Target Property Management in Sensor Networks. The Tenth International Conference on Information Processing in Sensor Networks (IPSN). Chicago, USA, April 2011.   
Dongdong Ge, Xiaoye Jiang, and Yinyu Ye. A Note on Complexity of Lp Minimization. Mathematical Programming, accepted to appear.   
Xiaoye Jiang, Lek-Heng Lim, Yuan Yao, and Yinyu Ye. Learning to Rank with Combinatorial Hodge Theory. Mathematical Programming, Series B, 127:203-244, 2011.   
Mo Li, Xiaoye Jiang, and Leonidas Guibas. Fingerprinting Mobile User Positions in Sensor Networks, The Thirtieth International Conference on Distributed Computing Systems (IEEE ICDCS), Genoa, Italy, June 2010.   
Han Liu, Jian Zhang, Xiaoye Jiang, and Jun Liu. The Group Dantzig Selector. The Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS). Sardinia, Italy, May 2010.   
Jonathan Huang, Carlos Guestrin, Xiaoye Jiang, and Leonidas Guibas. Exploiting Probabilistic Independence for Permutations. The Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS), 2009.