Randomized Numerical Linear Algebra

[12] Y. Tu, Z. Xu*, H. Yang. Hierarchical Interpolative Factorization for Self Green's Function in 3D Modified Poisson-Boltzmann Equations. Communications on Applied Mathematics and Computation, 2024. [pdf] [doi]

[11] Q. Pang, H. Yang*, A Distributed Block Chebyshev-Davidson Algorithm for Parallel Spectral Clustering. Journal of Scientific Computing, 2024. [pdf] [doi]

[10] Y. Tu, Q. Pang, H. Yang*, Z. Xu. Linear-Scaling Selected Inversion based on Hierarchical Interpolative Factorization for Self Green's Function for Modified Poisson-Boltzmann Equation in Two Dimensions. Journal of Computational Physics, 2022. [pdf] [doi]

[9] Z. Chen, J. Zhang, K. Ho, H. Yang*, Multidimensional Phase Recovery and Interpolative Decomposition Butterfly Factorization. Journal of Computational Physics, 2020. [pdf] [doi]

[8] Q. Pang, K. Ho, H. Yang*, Interpolative Decomposition Butterfly Factorization. SIAM Journal of Scientific Computing, 2020. [pdf] [doi]

[7] Y. Liu^, H. Yang^*. A Hierarchical Butterfly LU Preconditioner for Two-Dimensional Electromagnetic Scattering Problems Involving Open Surfaces. Journal of Computational Physics, 2019. [pdf] [doi]

[6] H. Yang*, A Unified Framework for Oscillatory Integral Transform: When to use NUFFT or Butterfly Factorization? Journal of Computational Physics, 2019. [pdf] [doi]

[5] Y. Li^, and H. Yang^*,  Interpolative Butterfly Factorization. SIAM Journal on Scientific Computing, 2017. [pdf] [doi]

[4] Y. Li^, H. Yang^*, and L. Ying^, Multidimensional Butterfly Factorization. Applied and Computational Harmonic Analysis, 2017. [pdf] [doi]

[3] Y. Li, H. Yang, E. Martin, K. Ho and L. Ying*, Butterfly Factorization. SIAM Multiscale Modeling and Simulation, 2015. [pdf] [doi]

[2] Y. Li^, H. Yang^* and L. Ying^, A Multiscale Butterfly Algorithm for Multidimensional Fourier Integral Operators. SIAM Multiscale Modeling and Simulation, 2015. [pdf] [doi]

[1] H. Yang^ and L. Ying^, A Fast Algorithm for Multilinear Operators. Applied and Computational Harmonic Analysis, 2012. [pdf] [doi]

^: Equal contribution; *: Corresponding author.