Weiguo Gao

According to our database1, Weiguo Gao authored at least 48 papers between 1998 and 2024.

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Bibliography

2024
Weighted Trace-Penalty Minimization for Full Configuration Interaction.
SIAM J. Sci. Comput., February, 2024

Overlapping multiplicative Schwarz preconditioning for linear and nonlinear systems.
J. Comput. Phys., January, 2024

Decentralized Natural Policy Gradient with Variance Reduction for Collaborative Multi-Agent Reinforcement Learning.
J. Mach. Learn. Res., 2024

Fast randomized algorithms for low-rank matrix approximations with applications in global comparative analysis of a class of data sets.
CoRR, 2024

MEP: Multiple Kernel Learning Enhancing Relative Positional Encoding Length Extrapolation.
CoRR, 2024

A fast low-rank inversion algorithm of dielectric matrix in GW approximation.
CoRR, 2024

2023
A machine learning pipeline for membrane segmentation of cryo-electron tomograms.
J. Comput. Sci., January, 2023

A New Framework of Swarm Learning Consolidating Knowledge From Multi-Center Non-IID Data for Medical Image Segmentation.
IEEE Trans. Medical Imaging, 2023

Resource Efficient Boolean Function Solver on Quantum Computer.
CoRR, 2023

PAI at SemEval-2023 Task 2: A Universal System for Named Entity Recognition with External Entity Information.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Controllable Music Inpainting with Mixed-Level and Disentangled Representation.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Stability and Super-Resolution of MUSIC and ESPRIT for Multi-Snapshot Spectral Estimation.
IEEE Trans. Signal Process., 2022

Vectorized Hankel Lift: A Convex Approach for Blind Super-Resolution of Point Sources.
IEEE Trans. Inf. Theory, 2022

Triangularized Orthogonalization-Free Method for Solving Extreme Eigenvalue Problems.
J. Sci. Comput., 2022

A mixed precision Jacobi SVD algorithm.
CoRR, 2022

Music Phrase Inpainting Using Long-Term Representation and Contrastive Loss.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Penalized -regression-based bicluster localization.
Pattern Recognit., 2021

A More Stable Accelerated Gradient Method Inspired by Continuous-Time Perspective.
CoRR, 2021

Global Convergence of Triangularized Orthogonalization-free Method.
CoRR, 2021

Low Rank Vectorized Hankel Lift for Matrix Recovery via Fast Iterative Hard Thresholding.
CoRR, 2021

SOFT: Softmax-free Transformer with Linear Complexity.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Processor-Aware Cache-Oblivious Algorithms✱.
Proceedings of the ICPP 2021: 50th International Conference on Parallel Processing, Lemont, IL, USA, August 9, 2021

DialogueTRM: Exploring Multi-Modal Emotional Dynamics in a Conversation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Adversarial Mixing Policy for Relaxing Locally Linear Constraints in Mixup.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

A Diversity-Enhanced and Constraints-Relaxed Augmentation for Low-Resource Classification.
Proceedings of the Database Systems for Advanced Applications, 2021

2020
Balanced Partitioning of Several Cache-Oblivious Algorithms.
CoRR, 2020

DialogueTRM: Exploring the Intra- and Inter-Modal Emotional Behaviors in the Conversation.
CoRR, 2020

Solving the k-sparse Eigenvalue Problem with Reinforcement Learning.
CoRR, 2020

Hierarchical Context Enhanced Multi-Domain Dialogue System for Multi-domain Task Completion.
CoRR, 2020

Multi-scale Two-way Deep Neural Network for Stock Trend Prediction.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019
An Improving Framework of regularization for Network Compression.
CoRR, 2019

Exact matrix completion based on low rank Hankel structure in the Fourier domain.
CoRR, 2019

Layout-aware information extraction from semi-structured medical images.
Comput. Biol. Medicine, 2019

2016
Iterative minimization algorithm for efficient calculations of transition states.
J. Comput. Phys., 2016

2015
An Iterative Minimization Formulation for Saddle Point Search.
SIAM J. Numer. Anal., 2015

2014
Aggressively Truncated Taylor Series Method for Accurate Computation of Exponentials of Essentially Nonnegative Matrices.
SIAM J. Matrix Anal. Appl., 2014

2013
Fast plane wave density functional theory molecular dynamics calculations on multi-GPU machines.
J. Comput. Phys., 2013

The analysis of a plane wave pseudopotential density functional theory code on a GPU machine.
Comput. Phys. Commun., 2013

2011
Large scale plane wave pseudopotential density functional theory calculations on GPU clusters.
Proceedings of the Conference on High Performance Computing Networking, 2011

2010
Robust projection method for Fredholm integral equation of the second kind.
Int. J. Comput. Math., 2010

2008
An Implementation and Evaluation of the AMLS Method for Sparse Eigenvalue Problems.
ACM Trans. Math. Softw., 2008

On the Convergence of the Self-Consistent Field Iteration for a Class of Nonlinear Eigenvalue Problems.
SIAM J. Matrix Anal. Appl., 2008

2005
An Algebraic Substructuring Method for Large-Scale Eigenvalue Calculation.
SIAM J. Sci. Comput., 2005

2004
Algebraic Sub-structuring for Electromagnetic Applications.
Proceedings of the Applied Parallel Computing, 2004

2003
Eigenvalue-based algorithms for testing positive realness of SISO systems.
IEEE Trans. Autom. Control., 2003

2000
Blockwise perturbation theory for block p-cyclic stochastic matrices.
Numerische Mathematik, 2000

1999
A new implementation of EN method.
Appl. Math. Comput., 1999

1998
Blockwise Perturbation Theory for Markov Chains.
SIAM J. Matrix Anal. Appl., 1998


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