Ruipeng Li

Orcid: 0000-0003-2802-5763

According to our database1, Ruipeng Li authored at least 60 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Reducing Operator Complexity of Galerkin Coarse-grid Operators with Machine Learning.
SIAM J. Sci. Comput., 2024

LE-PDE++: Mamba for accelerating PDEs Simulations.
CoRR, 2024

Multiscale Neural Networks for Approximating Green's Functions.
CoRR, 2024

Spectral-Refiner: Fine-Tuning of Accurate Spatiotemporal Neural Operator for Turbulent Flows.
CoRR, 2024

DashChef: A Metric Recommendation Service for Online Systems Using Graph Learning.
Proceedings of the Engineering of Complex Computer Systems - 28th International Conference, 2024

2023
Multilevel-in-width training for deep neural network regression.
Numer. Linear Algebra Appl., October, 2023

Non-invasive prediction of overall survival time for glioblastoma multiforme patients based on multimodal MRI radiomics.
Int. J. Imaging Syst. Technol., July, 2023

Learning Optimal Multigrid Smoothers via Neural Networks.
SIAM J. Sci. Comput., June, 2023

Virtual Scientific Companion for Synchrotron Beamlines: A Prototype.
CoRR, 2023

Reducing operator complexity in Algebraic Multigrid with Machine Learning Approaches.
CoRR, 2023

A Two-level GPU-Accelerated Incomplete LU Preconditioner for General Sparse Linear Systems.
CoRR, 2023

Optimizing Irregular Communication with Neighborhood Collectives and Locality-Aware Parallelism.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

2022
Mars and Moon models used for the reproducibility challenge of the Student Cluster Competition at the SC19 conference.
Dataset, May, 2022

parGeMSLR: A parallel multilevel Schur complement low-rank preconditioning and solution package for general sparse matrices.
Parallel Comput., 2022

A Non-perturbative Approach to Computing Seismic Normal Modes in Rotating Planets.
J. Sci. Comput., 2022

Multilevel-in-Layer Training for Deep Neural Network Regression.
CoRR, 2022

A Semi-Supervised VAE Based Active Anomaly Detection Framework in Multivariate Time Series for Online Systems.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

A Transferable Time Series Forecasting Service Using Deep Transformer Model for Online Systems.
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

2021
Planetary Normal Mode Computation: Parallel Algorithms, Performance, and Reproducibility.
IEEE Trans. Parallel Distributed Syst., 2021

A New Class of AMG Interpolation Methods Based on Matrix-Matrix Multiplications.
SIAM J. Sci. Comput., 2021

Porting <i>hypre</i> to heterogeneous computer architectures: Strategies and experiences.
Parallel Comput., 2021

Numerical study on integrals involving the product of Bessel functions and a trigonometric function arising in hydrodynamic problems.
J. Comput. Appl. Math., 2021

Neumann Series in GMRES and Algebraic Multigrid Smoothers.
CoRR, 2021

3D PBV-Net: An automated prostate MRI data segmentation method.
Comput. Biol. Medicine, 2021

Preparing an incompressible-flow fluid dynamics code for exascale-class wind energy simulations.
Proceedings of the International Conference for High Performance Computing, 2021

2020
Binary Image Steganalysis Based on Histogram of Structuring Elements.
IEEE Trans. Circuits Syst. Video Technol., 2020

Efficient binary image steganalysis based on ensemble neural network of multi-module.
J. Real Time Image Process., 2020

DBT Masses Automatic Segmentation Using U-Net Neural Networks.
Comput. Math. Methods Medicine, 2020

Efficient Parallel Implementations of Sparse Triangular Solves for GPU Architectures.
Proceedings of the 2020 SIAM Conference on Parallel Processing for Scientific Computing, 2020

2019
The Eigenvalues Slicing Library (EVSL): Algorithms, Implementation, and Software.
SIAM J. Sci. Comput., 2019

Secure binary image steganography based on LTP distortion minimization.
Multim. Tools Appl., 2019

Defocus blur detection based on multiscale SVD fusion in gradient domain.
J. Vis. Commun. Image Represent., 2019


2018
Resource-Aware Large-Scale Cooperative Three-Dimensional Mapping Using Multiple Mobile Devices.
IEEE Trans. Robotics, 2018

Fast Computation of Spectral Densities for Generalized Eigenvalue Problems.
SIAM J. Sci. Comput., 2018

Computing planetary interior normal modes with a highly parallel polynomial filtering eigensolver.
Proceedings of the International Conference for High Performance Computing, 2018

2017
Low-Rank Correction Methods for Algebraic Domain Decomposition Preconditioners.
SIAM J. Matrix Anal. Appl., 2017

On Parallel Solution of Sparse Triangular Linear Systems in CUDA.
CoRR, 2017

Autonomous navigation for constellation based on inter-satellite ranging and directions.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

2016
A Thick-Restart Lanczos Algorithm with Polynomial Filtering for Hermitian Eigenvalue Problems.
SIAM J. Sci. Comput., 2016

An Algebraic Multilevel Preconditioner with Low-Rank Corrections for Sparse Symmetric Matrices.
SIAM J. Matrix Anal. Appl., 2016

Schur complement-based domain decomposition preconditioners with low-rank corrections.
Numer. Linear Algebra Appl., 2016

Large-scale cooperative 3D visual-inertial mapping in a Manhattan world.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

2015
Matrix Reordering Using Multilevel Graph Coarsening for ILU Preconditioning.
SIAM J. Sci. Comput., 2015

2014
Efficient Visual-Inertial Navigation using a Rolling-Shutter Camera with Inaccurate Timestamps.
Proceedings of the Robotics: Science and Systems X, 2014

2013
GPU-accelerated preconditioned iterative linear solvers.
J. Supercomput., 2013

Divide and Conquer Low-Rank Preconditioners for Symmetric Matrices.
SIAM J. Sci. Comput., 2013

2012
CrystalExplorer: An Interactive Knowledge-Assisted System for Visual Design of Solar Cell Crystal Structures.
Proceedings of the 14th Eurographics Conference on Visualization, 2012

2010
Exploiting Bit and GPU-Thread Level Parallelism in Construction of Generalized Minimum Aberration Designs.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2010

2009
MCD: Mesh Closure Detection for Localized Load Balancing in Scientific Applications.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

2008
Coordination schemes in distributed simulation of relativistic particle transport.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

On Load Balancing Distributed Simulation of Relativistic Particle Transport.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2008

Parallel and Distributed Particle Collision Simulation with Decentralized Control.
Proceedings of the Advances in Grid and Pervasive Computing, 2008

Adaptive and Fault Tolerant Simulation of Relativistic Particle Transport with Data-Level Checkpointing.
Proceedings of the 11th IEEE International Conference on Computational Science and Engineering, 2008

2007
Speculative Parallelization of Many-Particle Collision Simulations.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2007

Speculative and distributed simulation of many-particle collision systems.
Proceedings of the 13th International Conference on Parallel and Distributed Systems, 2007

2000
Generalized Non-Hermitian Eigenvalue Problems.
Proceedings of the Templates for the Solution of Algebraic Eigenvalue Problems, 2000

Generalized Hermitian Eigenvalue Problems.
Proceedings of the Templates for the Solution of Algebraic Eigenvalue Problems, 2000

Hermitian Eigenvalue Problems.
Proceedings of the Templates for the Solution of Algebraic Eigenvalue Problems, 2000

Non-Hermitian Eigenvalue Problems.
Proceedings of the Templates for the Solution of Algebraic Eigenvalue Problems, 2000


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