Research Statement
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.
@inproceedings{jyg-sicrs-10,
title = {Detecting Network Cliques with Radon Basis Pursuit},
author = {Xiaoye Jiang and Yuan Yao and Han Liu and Leonidas Guibas},
booktitle = {In Proceedings of the 15th International Conference on Artificial Intelligence and Statistics (AISTATS)},
year = 2012,
month = {April},
address = {La Palma, Canary Islands, Spain},
wwwfilebase = {aistats2012-jiang-yao-liu-guibas},
wwwtopic = {Sensor Networks}
}
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.
@inproceedings{ccgjs-dts-11,
author = {Chazal, Frederic and Chen, Daniel and Guibas, Leonidas and Jiang, Xiaoye and Sommer, Christian},
title = {Data-Driven Trajectory Smoothing},
booktitle = {Proceedings of the 19th SIGSPATIAL International Conference on Advances in Geographic Information Systems},
series = {GIS '11},
year = {2011},
location = {Chicago, Illinois}
}
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.
@article{ljg-fmupsnac-11,
author={Mo Li and Xiaoye Jiang and Leonidas Guibas},
title={Fingerprinting Mobile User Positions in Sensor Networks: Attacks and Countermeasures},
journal={IEEE Transactions on Parallel and Distributed Systems}
}
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.
@inproceedings{yjklgl-harlbaap-11,
author = {Bangpeng Yao and Xiaoye Jiang and Aditya Khosla and Andy~Lai Lin and Leonidas Guibas and Li Fei-Fei},
title = {Action Recognition by Learning Bases of Action Attributes and Parts},
booktitle = {In Proceedings of the 13th International Conference on Computer Vision (ICCV)},
year = {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.
@inproceedings{jhg-fididm-11,
title = {Fourier-Information Duality in the Identity Management Problem},
author = {Xiaoye Jiang and Jonathan Huang and Leonidas Guibas},
booktitle = {In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)},
year = 2011,
month = {September},
address = {Athens, Greece},
wwwfilebase = {ecml2011-jiang-huang-guibas},
wwwtopic = {Sensor Networks},
}
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.
@inproceedings{jsg-fais-11,
author={Xiaoye Jiang and Jian Sun and Leonidas Guibas},
title={A Fourier-Theoretic Approach for Inferring Symmetries},
booktitle={In Proceedings of the 23rd Canadian Conference on Computational Geometry (CCCG)},
year={2011},
month={August},
Address={Toronto, Canada}
}
Chen Gu, Xiaoye Jiang and Leonidas Guibas. Kinetically-aware Conformational Distances in Molecular Dynamics. 23rd Canadian Conference on Computational Geometry. Toronto, Canada, August 2011.
@inproceedings{gjg-kcdmd-11,
author = {Chen Gu and Xiaoye Jiang and Leonidas Guibas},
title = {Kinetically-aware Conformational Distances in Molecular Dynamics},
booktitle = {Proceedings of the 23rd Canadian Conference on Computational Geometry},
pages = {217--222},
year = {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.
@inproceedings{jlyg-uorb-11,
title = {Overcomplete Radon Bases for Target Property Management in Sensor Networks},
author = {Xiaoye Jiang and Mo Li and Yuan Yao and Leonidas Guibas},
booktitle = {In Proceedings of the 10th International Conference on Information Processing in Sensor Networks (IPSN)},
year = 2011,
month = {April},
address = {Chicago, Illinois},
wwwfilebase = {ipsn2011-jiang-li-yao-guibas},
wwwtopic = {Sensor Networks},
}
Dongdong Ge, Xiaoye Jiang, and Yinyu Ye. A Note on Complexity of Lp Minimization. Mathematical Programming, accepted to appear.
@article{gjy-anocolm-11,
author={Dongdong Ge and Xiaoye Jiang and Yinyu Ye},
title={A Note on Complexity of Lp Minimizatio},
journal={mathematical programming},
}
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.
@article{jlyy-lrcht-09,
author={Xiaoye Jiang and Lek-Heng Lim and Yuan Yao and Yinyu Ye},
title={statistical ranking and combinatorial hodge theory},
journal={mathematical programming, series B},
volume={127},
pages={203-244},
year={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.
@inproceedings{ljg-fmupsn-10,
title = {Fingerprinting Mobile User Positions in Sensor Networks},
author = {Mo Li and Xiaoye Jiang and Leonidas Guibas},
booktitle = {In Proceedings of the 30th International Conference on Distributed Computing Systems (IEEE ICDCS)},
year = 2010,
month = {June},
address = {Genoa, Italy},
wwwfilebase = {icdcs2010-li-jiang-guibas},
wwwtopic = {Sensor Networks},
}
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.
@inproceedings{lzjl-tgds-10,
title = {The Group Dantzig Selector},
author = {Han Liu and Jian Zhang and Xiaoye Jiang and Jun Liu},
booktitle = {In Artificial Intelligence and Statistics (AISTATS)},
year = 2010,
month = {May},
address = {Sardinia, Italy},
}
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.
@inproceedings{hgjg-epip-09,
title = {Exploiting Probabilistic Independence for Permutations},
author = {Jonathan Huang and Carlos Guestrin and Xiaoye Jiang and Leonidas Guibas},
booktitle = {In Proceedings of the 12th International Conference on Artificial Intelligence and Statistics (AISTATS)},
year = 2009,
month = {April},
address = {Clearwater Beach, Florida},
wwwfilebase = {aistats2009-huang-guestrin-jiang-guibas},
wwwtopic = {Sensor Networks},
}
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