My Google Scholar Profile

Book Chapters


Journals


  1. Nonconvex Low-Rank Matrix Recovery with Arbitrary Outliers via Median-Truncated Gradient Descent
    Y. Li, Y. Chi, H. Zhang, and Y. Liang, preprint.

  2. Median-Truncated Nonconvex Approach for Phase Retrieval with Outliers
    H. Zhang, Y. Chi and Y. Liang, submitted.

  3. Stochastic Approximation and Memory-Limited Subspace Tracking for Poisson Streaming Data
    L. Wang and Y. Chi, in revision.

  4. Reshaped Wirtinger Flow and Incremental Algorithms for solving Quadratic Systems of Equations
    H. Zhang, Y. Zhou, Y. Liang and Y. Chi, in revision.

  5. Subspace Learning From Bits [Arxiv]
    Y. Chi and H. Fu, IEEE Trans. on Signal Processing, vol. 65, no. 17, pp. 4429-4442, 2017.

  6. Super-Resolution Image Reconstruction for High-Density 3D Single-Molecule Microscopy [Code]
    J. Huang, M. Sun, J. Ma and Y. Chi, IEEE Trans. on Computational Imaging, in press.

  7. Stable Separation and Super-Resolution of Mixture Models [Arxiv]
    Y. Li and Y. Chi, Applied and Computational Harmonic Analysis, in press.

  8. Low-Rank Positive Semidefinite Matrix Recovery from Corrupted Rank-One Measurements [Arxiv]
    Y. Li, Y. Sun and Y. Chi, IEEE Trans. on Signal Processing, vol. 65, no. 2, pp. 397-408, 2017.

  9. Blind Deconvolution from Multiple Sparse Inputs [Extended]
    L. Wang and Y. Chi, IEEE Signal Processing Letters, vol. 23, no. 10, pp. 1384-1388, 2016.

  10. Kaczmarz Method for Solving Quadratic Equations
    Y. Chi and Y. M. Lu, IEEE Signal Processing Letters, vol. 23, no. 9, pp. 1183 - 1187, 2016.

  11. Guaranteed Blind Sparse Spikes Deconvolution via Lifting and Convex Optimization [Arxiv] [Code]
    Y. Chi, IEEE Journal of Selected Topics in Signal Processing - Special Issue on Structured Matrices in Signal and Data Processing, vol. 10, no. 4, pp. 782 - 794, 2016.

  12. Off-the-Grid Line Spectrum Denoising and Estimation with Multiple Measurement Vectors [Arxiv] [Code]
    Y. Li and Y. Chi, IEEE Trans. on Signal Processing, vol. 64, pp. 1257 - 1269, 2016.

  13. Orthogonal Matching Pursuit on Faulty Circuits
    Y. Li, Y. Chi, C-H Huang, and L. Dolecek, IEEE Trans. on Communications, vol. 63, pp. 2541 - 2554, 2015.

  14. Fast Two-dimensional Super-resolution Image Reconstruction Algorithm for Ultra-high Emitter Density [Code]
    J. Huang, K. Gumpper, Y. Chi, M. Sun and J. Ma, Optics Letters, vol. 40, pp. 2989 - 2992, 2015.

  15. Exact and Stable Covariance Estimation from Quadratic Sampling via Convex Programming [Arxiv]
    Y. Chen, Y. Chi and A. J. Goldsmith. IEEE Trans. on Information Theory, vol. 61, pp. 4034 - 4059, 2015.

  16. 3D Multifocus Astigmatism and Compressed Sensing (3D MACS) Based Superresolution Reconstruction [Code]
    J. Huang, M. Sun, K. Gumpper, Y. Chi and J. Ma. Biomedical Optics Express, vol. 6, pp. 902 - 917, 2015.

  17. Compressive Two-Dimensional Harmonic Retrieval via Atomic Norm Minimization [Code]
    Y. Chi and Y. Chen. IEEE Trans. on Signal Processing, vol. 63, pp. 1030 - 1042, 2015.

  18. Robust Spectral Compressed Sensing via Structured Matrix Completion [Arxiv] [Code]
    Y. Chen and Y. Chi. IEEE Trans. on Information Theory, vol. 60, pp. 6576-6601, 2014.

  19. Classification and Boosting with Multiple Collaborative Representations
    Y. Chi and F. Porikli. IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 36, pp. 1519 - 1531, 2014.

  20. Resolving Spatial Modes of Lasers via Matrix Completion
    Y. Chi and B. L. Anderson. Optics Letters, vol. 38, pp. 3957 - 3960, 2013.

  21. PETRELS: Parallel Subspace Estimation and Tracking using Recursive Least Squares from Partial Observations [Code]
    Y. Chi, Y. C. Eldar, and R. Calderbank. IEEE Trans. on Signal Processing, vol. 61, pp. 5947 - 5959, 2013.

  22. Sensitivity of Basis Mismatch to Compressed Sensing [Young Author Best Paper Award]
    Y. Chi, L. L. Scharf, A. Pezeshki and R. Calderbank. IEEE Trans. on Signal Processing, vol. 59, pp. 2182 - 2195, 2011.

  23. Training Signal Design and Tradeoffs for Spectrally-Efficient Multi-User MIMO-OFDM Systems
    Y. Chi, A. Gomaa, N. Al-Dhahir and R. Calderbank. IEEE Trans. on Wireless Communications, vol. 10, pp. 2234 - 2245, 2011.

Conference Proceedings

2017

2016

2015

2014

2013

2012 and Before

Dissertation