Rasoul Shafipour

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PhD candidate

Electrical and Computer Engineering Department

University of Rochester

Computer Studies Building 701, Rochester, NY 14627



About me

I am a PhD candidate in the department of Electrical and Computer Engineering at the University of Rochester where I received my M.Sc. in 2017. I am pleased to have Prof. Gonzalo Mateos as my advisor. I received my B.Sc. degree in Electrical Engineering from Sharif University of Technology, Tehran, Iran, in 2015.


My research interests include

  • Network Science

  • Machine Learning

  • Deep Learning

  • Optimization

  • Signal Processing

  • Algorithms

Find out more

Selected Publications

  • R. Shafipour, A. Khodabakhsh, G. Mateos and E. Nikolova, “A graph Fourier transform with spread frequency components,” IEEE Transactions on Signal Processing, vol. 67, no. 4, pp. 946-960, Feb. 2019. [Paper]

  • R. Shafipour, A. Khodabakhsh, G. Mateos and E. Nikolova, “Digraph Fourier transform via spectral dispersion minimization,” Proc. of Intl. Conf. on Acoustics, Speech and Signal Processing, Calgary, Canada, Apr. 15-20, 2018. Best student paper award [Paper] [Slides]

  • R. Shafipour, S. Segarra, A. G. Marques and G. Mateos, “Identifying the topology of undirected networks from diffused non-stationary graph signals,” IEEE Transactions on Signal Processing, 2019 (under review). [arXiv] [Code]

  • A. Hashemi, R. Shafipour, H. Vikalo and G. Mateos, “Accelerated greedy sampling of graph signals: A weak submodular optimization framework,” IEEE Transactions on Signal Processing, 2019 (under review). [arXiv]

  • R. Shafipour, R. A. Baten, Md. K. Hasan, G. Ghoshal, G. Mateos and M. E. Hoque, “Buildup of speaking skills in an online learning community: A network-analytic exploration,” Palgrave Communications (Nature journal for Social Sciences), vol. 4, June 2018. [Paper]

  • C. Ye, R. Shafipour and G. Mateos, “Blind identification of invertible graph filters with sparse inputs,” Proc. of European Signal Processing Conference, Rome, Italy, Sep. 3-7, 2018. [Paper] [Slides]

Click here for the full list of publications.

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