Qiang Ye

According to our database, Qiang Ye authored at least 45 papers between 1996 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Improving Deep Neural Networks' Training for Image Classification With Nonlinear Conjugate Gradient-Style Adaptive Momentum.

Bao Wang, Qiang Ye

IEEE Trans. Neural Networks Learn. Syst., September, 2024

Breaking Time Invariance: Assorted-Time Normalization for RNNs.

Cole Pospisil, Vasily Zadorozhnyy, Qiang Ye

Neural Process. Lett., April, 2024

2023

Do We Need a New Foundation to Use Deep Learning to Monitor Weld Penetration?

Edison Mucllari, Rui Yu, Yue Cao, Qiang Ye, YuMing Zhang

IEEE Robotics Autom. Lett., June, 2023

Novel Molecular Representations Using Neumann-Cayley Orthogonal Gated Recurrent Unit.

Edison Mucllari, Vasily Zadorozhnyy, Qiang Ye, Duc Duy Nguyen

J. Chem. Inf. Model., May, 2023

Accelerated Sparse Recovery via Gradient Descent with Nonlinear Conjugate Gradient Momentum.

Mengqi Hu, Yifei Lou, Bao Wang, Ming Yan, Xiu Yang, Qiang Ye

J. Sci. Comput., April, 2023

Symmetry-structured convolutional neural networks.

Kehelwala Dewage Gayan Maduranga, Vasily Zadorozhnyy, Qiang Ye

Neural Comput. Appl., February, 2023

SCP-GAN: Self-Correcting Discriminator Optimization for Training Consistency Preserving Metric GAN on Speech Enhancement Tasks.

Vasily Zadorozhnyy, Qiang Ye, Kazuhito Koishida

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022

Batch Normalization Preconditioning for Neural Network Training.

Susanna Lange, Kyle Helfrich, Qiang Ye

J. Mach. Learn. Res., 2022

Orthogonal Gated Recurrent Unit with Neumann-Cayley Transformation.

Edison Mucllari, Vasily Zadorozhnyy, Cole Pospisil, Duc Nguyen, Qiang Ye

CoRR, 2022

AUTM flow: atomic unrestricted time machine for monotonic normalizing flows.

Difeng Cai, Yuliang Ji, Huan He, Qiang Ye, Yuanzhe Xi

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

A robust deep learning approach for automatic classification of seizures against non-seizures.

Xinghua Yao, Xiaojin Li, Qiang Ye, Yan Huang, Qiang Cheng, Guo-Qiang Zhang

Biomed. Signal Process. Control., 2021

Adaptive Weighted Discriminator for Training Generative Adversarial Networks.

Vasily Zadorozhnyy, Qiang Cheng, Qiang Ye

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Preconditioning for accurate solutions of ill-conditioned linear systems.

Qiang Ye

Numer. Linear Algebra Appl., 2020

Stochastic Gradient Descent with Nonlinear Conjugate Gradient-Style Adaptive Momentum.

Bao Wang, Qiang Ye

CoRR, 2020

Eigenvalue Normalized Recurrent Neural Networks for Short Term Memory.

Kyle Helfrich, Qiang Ye

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

On regularization for a convolutional kernel in neural networks.

Peichang Guo, Qiang Ye

CoRR, 2019

Complex Unitary Recurrent Neural Networks Using Scaled Cayley Transform.

Kehelwala Dewage Gayan Maduranga, Kyle E. Helfrich, Qiang Ye

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Accurate inverses for computing eigenvalues of extremely ill-conditioned matrices and differential operators.

Qiang Ye

Math. Comput., 2018

A Robust Deep Learning Approach for Automatic Seizure Detection.

Xinghua Yao, Xiaojin Li, Qiang Ye, Yan Huang, Qiang Cheng, Guoqiang Zhang

CoRR, 2018

Orthogonal Recurrent Neural Networks with Scaled Cayley Transform.

Kyle Helfrich, Devin Willmott, Qiang Ye

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Error Bounds for the Krylov Subspace Methods for Computations of Matrix Exponentials.

Hao Wang, Qiang Ye

SIAM J. Matrix Anal. Appl., 2017

2014

Relative Perturbation Theory for Diagonally Dominant Matrices.

Megan Dailey, Froilán M. Dopico, Qiang Ye

SIAM J. Matrix Anal. Appl., 2014

A New Perturbation Bound for the LDU Factorization of Diagonally Dominant Matrices.

Megan Dailey, Froilán M. Dopico, Qiang Ye

SIAM J. Matrix Anal. Appl., 2014

2013

Error Bounds for the Lanczos Methods for Approximating Matrix Exponentials.

Qiang Ye

SIAM J. Numer. Anal., 2013

Computing exponentials of essentially non-negative matrices entrywise to high relative accuracy.

Jungong Xue, Qiang Ye

Math. Comput., 2013

2010

A block inverse-free preconditioned Krylov subspace method for symmetric generalized eigenvalue problems.

Patrick Quillen, Qiang Ye

J. Comput. Appl. Math., 2010

2009

Relative Perturbation Bounds for Eigenvalues of Symmetric Positive Definite Diagonally Dominant Matrices.

Qiang Ye

SIAM J. Matrix Anal. Appl., 2009

2008

Entrywise relative perturbation bounds for exponentials of essentially non-negative matrices.

Jungong Xue, Qiang Ye

Numerische Mathematik, 2008

A generalized LSQR algorithm.

Lothar Reichel, Qiang Ye

Numer. Linear Algebra Appl., 2008

Computing singular values of diagonally dominant matrices to high relative accuracy.

Qiang Ye

Math. Comput., 2008

2006

An iterated shift-and-invert Arnoldi algorithm for quadratic matrix eigenvalue problems.

Qiang Ye

Appl. Math. Comput., 2006

2005

Algorithm 845: EIGIFP: a MATLAB program for solving large symmetric generalized eigenvalue problems.

James H. Money, Qiang Ye

ACM Trans. Math. Softw., 2005

Breakdown-free GMRES for Singular Systems.

Lothar Reichel, Qiang Ye

SIAM J. Matrix Anal. Appl., 2005

2003

A Krylov Subspace Method for Quadratic Matrix Polynomials with Application to Constrained Least Squares Problems.

Ren-Cang Li, Qiang Ye

SIAM J. Matrix Anal. Appl., 2003

2002

An Inverse Free Preconditioned Krylov Subspace Method for Symmetric Generalized Eigenvalue Problems.

Gene H. Golub, Qiang Ye

SIAM J. Sci. Comput., 2002

Entrywise perturbation theory for diagonally dominant M-matrices with applications.

Attahiru Sule Alfa, Jungong Xue, Qiang Ye

Numerische Mathematik, 2002

Accurate computation of the smallest eigenvalue of a diagonally dominant M-matrix.

Attahiru Sule Alfa, Jungong Xue, Qiang Ye

Math. Comput., 2002

2001

Perturbation Theory for the Asymptotic Decay Rates in the Queues with Markovian Arrival Process and/or Markovian Service Process - Correction.

Attahiru Sule Alfa, Jungong Xue, Qiang Ye

Queueing Syst. Theory Appl., 2001

2000

Perturbation Theory for the Asymptotic Decay Rates in the Queues with Markovian Arrival Process and/or Markovian Service Process.

Attahiru Sule Alfa, Jungong Xue, Qiang Ye

Queueing Syst. Theory Appl., 2000

Analysis of the finite precision bi-conjugate gradient algorithm for nonsymmetric linear systems.

Charles H. Tong, Qiang Ye

Math. Comput., 2000

1999

Error bound for reduced system model by Pade approximation via the Lanczos process.

Zhaojun Bai, Rodney D. Slone, William T. Smith, Qiang Ye

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1999

Inexact Preconditioned Conjugate Gradient Method with Inner-Outer Iteration.

Gene H. Golub, Qiang Ye

SIAM J. Sci. Comput., 1999

ABLE: An Adaptive Block Lanczos Method for Non-Hermitian Eigenvalue Problems.

Zhaojun Bai, David Day, Qiang Ye

SIAM J. Matrix Anal. Appl., 1999

1996

An adaptive block Lanczos algorithm.

Qiang Ye

Numer. Algorithms, 1996

A linear system solver based on a modified Krylov subspace method for breakdown recovery.

Charles H. Tong, Qiang Ye

Numer. Algorithms, 1996