Qichao Que


Computer Science & Engineering
The Ohio State University
Columbus, OH, 43210

Address 395 Dreese lab, 2015 Neil Ave, Columbus, OH 43210. [Map]
Email que at cse dot ohio-state dot edu
Short bio: I come from Hangzhou, one of the most beautiful cities in China. I got my B.Sc on Mathematics from Zhejiang Univeristy in 2010. After that, I joined CS&E deparment of the Ohio State university as a Ph.D. student, working with Mikhail Belkin and Yusu Wang.
Research Interests

Machine learning, Statistical inference, Geometric data analysis

* Integral Equations For Machine Learning Problems. [pdf]
Phd dissertation, Ohio State University, 2016
Qichao Que.

* Back to the future: Radial Basis Function networks revisited. [pdf]
International Conference on Artificial Intelligence and Statistics (AISTATS), 2016
Qichao Que, Mikhail Belkin.

* Revisiting Kernelized Locality-Sensitive Hashing for Improved Large-Scale Image Retrieval. [Arxiv]
Computer Vision and Pattern Recognition (CVPR), 2015
Ke Jiang, Qichao Que, Brian Kulis.

* Learning with Fredholm Kernels. [pdf][Supp][code]
Advances in Neural Information Processing Systems 27 (NIPS), 2014.
Qichao Que, Mikhail Belkin, Yusu Wang.

* Inverse Density as an Inverse Problem: The Fredholm Equation Approach. [pdf][Arxiv][code]
Advances in Neural Information Processing Systems 26 (NIPS), 2013.
Qichao Que, Mikhail Belkin.

* Feature-Preserving Reconstruction of Singular Surfaces. [pdf]
Europraphics Symposium on Geometry Processing(Euro SGP), 2012.
Tamal K. Dey, Xiaoyin Ge, Qichao Que, Issam Safa, Lei Wang, Yusu Wang.

* Toward Understanding Complex Spaces: Graph Laplacians on Manifolds with Singularities and Boundaries. [pdf]
JMLR W&CP(COLT 2012) 23: 36.1 - 36.26, 2012.
Mikhail Belkin, Qichao Que, Yusu Wang, Xueyuan Zhou