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Publications of Xiuyuan Cheng    :chronological  alphabetical  combined listing:

%% Papers Published   
@article{fds339535,
   Author = {Cheng, X and Rachh, M and Steinerberger, S},
   Title = {On the diffusion geometry of graph Laplacians and
             applications},
   Journal = {Applied and Computational Harmonic Analysis},
   Volume = {46},
   Number = {3},
   Pages = {674-688},
   Publisher = {Elsevier BV},
   Year = {2019},
   Month = {May},
   url = {http://dx.doi.org/10.1016/j.acha.2018.04.001},
   Doi = {10.1016/j.acha.2018.04.001},
   Key = {fds339535}
}

@article{fds330801,
   Author = {Cheng, X and Mishne, G and Steinerberger, S},
   Title = {The geometry of nodal sets and outlier detection},
   Journal = {Journal of Number Theory},
   Volume = {185},
   Pages = {48-64},
   Publisher = {Elsevier BV},
   Year = {2018},
   Month = {April},
   url = {http://dx.doi.org/10.1016/j.jnt.2017.09.021},
   Doi = {10.1016/j.jnt.2017.09.021},
   Key = {fds330801}
}

@article{fds339536,
   Author = {Qiu, Q and Cheng, X and Calderbank, AR and Sapiro,
             G},
   Title = {DCFNet: Deep Neural Network with Decomposed Convolutional
             Filters.},
   Journal = {Icml},
   Volume = {80},
   Pages = {4195-4204},
   Publisher = {PMLR},
   Editor = {Dy, JG and Krause, A},
   Year = {2018},
   Key = {fds339536}
}

@article{fds330800,
   Author = {Lu, J and Lu, Y and Wang, X and Li, X and Linderman, GC and Wu, C and Cheng,
             X and Mu, L and Zhang, H and Liu, J and Su, M and Zhao, H and Spatz, ES and Spertus, JA and Masoudi, FA and Krumholz, HM and Jiang,
             L},
   Title = {Prevalence, awareness, treatment, and control of
             hypertension in China: data from 1·7 million adults in a
             population-based screening study (China PEACE Million
             Persons Project)},
   Journal = {Lancet (London, England)},
   Volume = {390},
   Number = {10112},
   Pages = {2549-2558},
   Publisher = {Elsevier BV},
   Year = {2017},
   Month = {December},
   url = {http://dx.doi.org/10.1016/s0140-6736(17)32478-9},
   Doi = {10.1016/s0140-6736(17)32478-9},
   Key = {fds330800}
}

@article{fds330802,
   Author = {Pragier, G and Greenberg, I and Cheng, X and Shkolnisky,
             Y},
   Title = {A Graph Partitioning Approach to Simultaneous Angular
             Reconstitution},
   Journal = {Ieee Transactions on Computational Imaging},
   Volume = {2},
   Number = {3},
   Pages = {323-334},
   Publisher = {Institute of Electrical and Electronics Engineers
             (IEEE)},
   Year = {2016},
   Month = {September},
   url = {http://dx.doi.org/10.1109/tci.2016.2557076},
   Doi = {10.1109/tci.2016.2557076},
   Key = {fds330802}
}

@article{fds330803,
   Author = {Zhang, T and Cheng, X and Singer, A},
   Title = {Marčenko–Pastur law for Tyler’s M-estimator},
   Journal = {Journal of Multivariate Analysis},
   Volume = {149},
   Pages = {114-123},
   Publisher = {Elsevier BV},
   Year = {2016},
   Month = {July},
   url = {http://dx.doi.org/10.1016/j.jmva.2016.03.010},
   Doi = {10.1016/j.jmva.2016.03.010},
   Key = {fds330803}
}

@article{fds330805,
   Author = {Cheng, X and Shaham, U and Dror, O and Jaffe, A and Nadler, B and Chang, J and Kluger, Y},
   Title = {A Deep Learning Approach to Unsupervised Ensemble
             Learning},
   Journal = {Proceedings of the 33rd International Conference on Machine
             Learning},
   Volume = {48},
   Pages = {30-39},
   Publisher = {PMLR},
   Year = {2016},
   Month = {June},
   Key = {fds330805}
}

@article{fds330804,
   Author = {Cheng, X and Chen, X and Mallat, S},
   Title = {Deep Haar scattering networks},
   Journal = {Information and Inference},
   Volume = {5},
   Number = {2},
   Pages = {105-133},
   Publisher = {Oxford University Press (OUP)},
   Year = {2016},
   Month = {June},
   url = {http://dx.doi.org/10.1093/imaiai/iaw007},
   Doi = {10.1093/imaiai/iaw007},
   Key = {fds330804}
}

@article{fds330806,
   Author = {Boumal, N and Cheng, X},
   Title = {Concentration of the Kirchhoff index for
             Erdős–Rényi graphs},
   Journal = {Systems & Control Letters},
   Volume = {74},
   Pages = {74-80},
   Publisher = {Elsevier BV},
   Year = {2014},
   Month = {December},
   url = {http://dx.doi.org/10.1016/j.sysconle.2014.10.006},
   Doi = {10.1016/j.sysconle.2014.10.006},
   Key = {fds330806}
}

@article{fds330807,
   Author = {Chen, X and Cheng, X and Mallat, S},
   Title = {Unsupervised Deep Haar Scattering on Graphs.},
   Journal = {Advances in Neural Information Processing Systems
             27},
   Pages = {1709-1717},
   Editor = {Ghahramani, Z and Welling, M and Cortes, C and Lawrence, ND and Weinberger, KQ},
   Year = {2014},
   Key = {fds330807}
}

@article{fds330808,
   Author = {CHENG, XIUYUAN and SINGER, AMIT},
   Title = {The Spectrum of Random Inner-product Kernel
             Matrices},
   Journal = {Random Matrices: Theory and Applications},
   Volume = {02},
   Number = {04},
   Pages = {1350010-1350010},
   Publisher = {World Scientific Pub Co Pte Lt},
   Year = {2013},
   Month = {October},
   url = {http://dx.doi.org/10.1142/S201032631350010X},
   Doi = {10.1142/S201032631350010X},
   Key = {fds330808}
}

@article{fds330809,
   Author = {E, W and Zhou, X and Cheng, X},
   Title = {Subcritical bifurcation in spatially extended
             systems},
   Journal = {Nonlinearity},
   Volume = {25},
   Number = {3},
   Pages = {761-779},
   Publisher = {IOP Publishing},
   Year = {2012},
   Month = {March},
   url = {http://dx.doi.org/10.1088/0951-7715/25/3/761},
   Doi = {10.1088/0951-7715/25/3/761},
   Key = {fds330809}
}

@article{fds330810,
   Author = {Cheng, X and Lin, L and E, W and Zhang, P and Shi, A-C},
   Title = {Nucleation of Ordered Phases in Block Copolymers},
   Journal = {Physical Review Letters},
   Volume = {104},
   Number = {14},
   Publisher = {American Physical Society (APS)},
   Year = {2010},
   Month = {April},
   url = {http://dx.doi.org/10.1103/physrevlett.104.148301},
   Doi = {10.1103/physrevlett.104.148301},
   Key = {fds330810}
}

@article{fds330811,
   Author = {Lin, L and Cheng, X and E, W and Shi, A-C and Zhang,
             P},
   Title = {A numerical method for the study of nucleation of ordered
             phases},
   Journal = {Journal of Computational Physics},
   Volume = {229},
   Number = {5},
   Pages = {1797-1809},
   Publisher = {Elsevier BV},
   Year = {2010},
   Month = {March},
   url = {http://dx.doi.org/10.1016/j.jcp.2009.11.009},
   Doi = {10.1016/j.jcp.2009.11.009},
   Key = {fds330811}
}

 

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