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Ruipeng Li
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2020 – today
- 2024
- [j26]Ru Huang, Kai Chang, Huan He, Ruipeng Li, Yuanzhe Xi:
Reducing Operator Complexity of Galerkin Coarse-grid Operators with Machine Learning. SIAM J. Sci. Comput. 46(5): S296-S316 (2024) - [c20]Zilong He, Tao Huang, Pengfei Chen, Ruipeng Li, Rui Wang, Zibin Zheng:
DashChef: A Metric Recommendation Service for Online Systems Using Graph Learning. ICECCS 2024: 3-22 - [i14]Shuhao Cao, Francesco Brarda, Ruipeng Li, Yuanzhe Xi:
Spectral-Refiner: Fine-Tuning of Accurate Spatiotemporal Neural Operator for Turbulent Flows. CoRR abs/2405.17211 (2024) - [i13]Wenrui Hao, Ruipeng Li, Yuanzhe Xi, Tianshi Xu, Yahong Yang:
Multiscale Neural Networks for Approximating Green's Functions. CoRR abs/2410.18439 (2024) - [i12]Aoming Liang, Zhaoyang Mu, Qi liu, Ruipeng Li, Mingming Ge, Dixia Fan:
LE-PDE++: Mamba for accelerating PDEs Simulations. CoRR abs/2411.01897 (2024) - 2023
- [j25]Jingyu Zhu, Jianming Ye, Leshui Dong, Xiaofei Ma, Na Tang, Peng Xu, Wei Jin, Ruipeng Li, Guang Yang
, Xiaobo Lai
Non-invasive prediction of overall survival time for glioblastoma multiforme patients based on multimodal MRI radiomics. Int. J. Imaging Syst. Technol. 33(4): 1261-1274 (2023) - [j24]Colin Ponce, Ruipeng Li, Christina Mao, Panayot S. Vassilevski:
Multilevel-in-width training for deep neural network regression. Numer. Linear Algebra Appl. 30(5) (2023) - [j23]Ru Huang, Ruipeng Li
Learning Optimal Multigrid Smoothers via Neural Networks. SIAM J. Sci. Comput. 45(3): S199-S225 (2023) - [c19]Gerald Collom
Optimizing Irregular Communication with Neighborhood Collectives and Locality-Aware Parallelism. SC Workshops 2023: 427-437 - [i11]Tianshi Xu, Ruipeng Li, Daniel Osei-Kuffuor:
A Two-level GPU-Accelerated Incomplete LU Preconditioner for General Sparse Linear Systems. CoRR abs/2303.08881 (2023) - [i10]Gerald Collom, Ruipeng Li, Amanda Bienz:
Optimizing Irregular Communication with Neighborhood Collectives and Locality-Aware Parallelism. CoRR abs/2306.01876 (2023) - [i9]Ru Huang, Kai Chang, Huan He, Ruipeng Li, Yuanzhe Xi:
Reducing operator complexity in Algebraic Multigrid with Machine Learning Approaches. CoRR abs/2307.07695 (2023) - [i8]Daniel Potemkin, Carlos Soto, Ruipeng Li
Virtual Scientific Companion for Synchrotron Beamlines: A Prototype. CoRR abs/2312.17180 (2023) - 2022
- [j22]Jia Shi
A Non-perturbative Approach to Computing Seismic Normal Modes in Rotating Planets. J. Sci. Comput. 91(2): 67 (2022) - [j21]Tianshi Xu
parGeMSLR: A parallel multilevel Schur complement low-rank preconditioning and solution package for general sparse matrices. Parallel Comput. 113: 102956 (2022) - [c18]Tao Huang
A Transferable Time Series Forecasting Service Using Deep Transformer Model for Online Systems. ASE 2022: 4:1-4:12 - [c17]Tao Huang
A Semi-Supervised VAE Based Active Anomaly Detection Framework in Multivariate Time Series for Online Systems. WWW 2022: 1797-1806 - [d1]Le Mai Weakley, Jia Shi, Scott Michael, Ruipeng Li, Yuanzhe Xi, Yousef Saad, Maarten V. de Hoop:
Mars and Moon models used for the reproducibility challenge of the Student Cluster Competition at the SC19 conference. IEEE DataPort, 2022 - [i7]Tianshi Xu, Vassilis Kalantzis, Ruipeng Li, Yuanzhe Xi, Geoffrey Dillon, Yousef Saad:
parGeMSLR: A Parallel Multilevel Schur Complement Low-Rank Preconditioning and Solution Package for General Sparse Matrices. CoRR abs/2205.03224 (2022) - [i6]Colin Ponce, Ruipeng Li, Christina Mao, Panayot S. Vassilevski:
Multilevel-in-Layer Training for Deep Neural Network Regression. CoRR abs/2211.06515 (2022) - 2021
- [j20]Yao Jin, Guang Yang
3D PBV-Net: An automated prostate MRI data segmentation method. Comput. Biol. Medicine 128: 104160 (2021) - [j19]Ruipeng Li, Xiaobo Chen
Numerical study on integrals involving the product of Bessel functions and a trigonometric function arising in hydrodynamic problems. J. Comput. Appl. Math. 388: 113160 (2021) - [j18]Robert D. Falgout
Porting hypre to heterogeneous computer architectures: Strategies and experiences. Parallel Comput. 108: 102840 (2021) - [j17]Ruipeng Li
A New Class of AMG Interpolation Methods Based on Matrix-Matrix Multiplications. SIAM J. Sci. Comput. 43(5): S540-S564 (2021) - [j16]Jia Shi
Planetary Normal Mode Computation: Parallel Algorithms, Performance, and Reproducibility. IEEE Trans. Parallel Distributed Syst. 32(11): 2609-2622 (2021) - [c16]Paul Mullowney, Ruipeng Li, Stephen J. Thomas, Shreyas Ananthan, Ashesh Sharma, Jon S. Rood, Alan B. Williams, Michael A. Sprague:
Preparing an incompressible-flow fluid dynamics code for exascale-class wind energy simulations. SC 2021: 19 - [i5]Ru Huang, Ruipeng Li, Yuanzhe Xi:
Learning optimal multigrid smoothers via neural networks. CoRR abs/2102.12071 (2021) - [i4]Stephen J. Thomas, Arielle Carr, Paul Mullowney, Ruipeng Li, Kasia Swirydowicz:
Neumann Series in GMRES and Algebraic Multigrid Smoothers. CoRR abs/2112.14681 (2021) - 2020
- [j15]Xiaobo Lai
DBT Masses Automatic Segmentation Using U-Net Neural Networks. Comput. Math. Methods Medicine 2020: 7156165:1-7156165:10 (2020) - [j14]Jiarui Liu, Wei Lu
Efficient binary image steganalysis based on ensemble neural network of multi-module. J. Real Time Image Process. 17(1): 137-147 (2020) - [j13]Wei Lu
Binary Image Steganalysis Based on Histogram of Structuring Elements. IEEE Trans. Circuits Syst. Video Technol. 30(9): 3081-3094 (2020) - [c15]Ruipeng Li, Chaoyu Zhang:
Efficient Parallel Implementations of Sparse Triangular Solves for GPU Architectures. PP 2020: 106-117
2010 – 2019
- 2019
- [j12]Huimei Xiao, Wei Lu
Defocus blur detection based on multiscale SVD fusion in gradient domain. J. Vis. Commun. Image Represent. 59: 52-61 (2019) - [j11]Yuileong Yeung, Wei Lu
Secure binary image steganography based on LTP distortion minimization. Multim. Tools Appl. 78(17): 25079-25100 (2019) - [j10]Ruipeng Li
The Eigenvalues Slicing Library (EVSL): Algorithms, Implementation, and Software. SIAM J. Sci. Comput. 41(4): C393-C415 (2019) - [c14]Ian Karlin, Yoonho Park, Bronis R. de Supinski, Peng Wang, Bert Still, David Beckingsale, Robert Blake, Tong Chen, Guojing Cong, Carlos H. A. Costa, Johann Dahm, Giacomo Domeniconi, Thomas Epperly, Aaron Fisher, Sara Kokkila Schumacher
Preparation and optimization of a diverse workload for a large-scale heterogeneous system. SC 2019: 32:1-32:17 - 2018
- [j9]Yuanzhe Xi, Ruipeng Li, Yousef Saad
Fast Computation of Spectral Densities for Generalized Eigenvalue Problems. SIAM J. Sci. Comput. 40(4): A2749-A2773 (2018) - [j8]Chao X. Guo
Resource-Aware Large-Scale Cooperative Three-Dimensional Mapping Using Multiple Mobile Devices. IEEE Trans. Robotics 34(5): 1349-1369 (2018) - [c13]Jia Shi, Ruipeng Li, Yuanzhe Xi, Yousef Saad, Maarten V. de Hoop:
Computing planetary interior normal modes with a highly parallel polynomial filtering eigensolver. SC 2018: 71:1-71:13 - 2017
- [j7]Ruipeng Li, Yousef Saad
Low-Rank Correction Methods for Algebraic Domain Decomposition Preconditioners. SIAM J. Matrix Anal. Appl. 38(3): 807-828 (2017) - [c12]Ruipeng Li, Hongzhuan Qiu, Kai Xiong:
Autonomous navigation for constellation based on inter-satellite ranging and directions. IECON 2017: 2985-2990 - [i3]Ruipeng Li:
On Parallel Solution of Sparse Triangular Linear Systems in CUDA. CoRR abs/1710.04985 (2017) - 2016
- [j6]Ruipeng Li, Yuanzhe Xi, Yousef Saad
Schur complement-based domain decomposition preconditioners with low-rank corrections. Numer. Linear Algebra Appl. 23(4): 706-729 (2016) - [j5]Yuanzhe Xi, Ruipeng Li, Yousef Saad
An Algebraic Multilevel Preconditioner with Low-Rank Corrections for Sparse Symmetric Matrices. SIAM J. Matrix Anal. Appl. 37(1): 235-259 (2016) - [j4]Ruipeng Li, Yuanzhe Xi, Eugene Vecharynski, Chao Yang, Yousef Saad
A Thick-Restart Lanczos Algorithm with Polynomial Filtering for Hermitian Eigenvalue Problems. SIAM J. Sci. Comput. 38(4) (2016) - [c11]Chao X. Guo, Kourosh Sartipi, Ryan C. DuToit, Georgios A. Georgiou, Ruipeng Li, John O'Leary, Esha D. Nerurkar, Joel A. Hesch, Stergios I. Roumeliotis:
Large-scale cooperative 3D visual-inertial mapping in a Manhattan world. ICRA 2016: 1071-1078 - 2015
- [j3]Daniel Osei-Kuffuor
Matrix Reordering Using Multilevel Graph Coarsening for ILU Preconditioning. SIAM J. Sci. Comput. 37(1) (2015) - [i2]Ruipeng Li, Yuanzhe Xi, Yousef Saad:
Schur Complement based domain decomposition preconditioners with Low-rank corrections. CoRR abs/1505.04340 (2015) - [i1]Ruipeng Li, Yousef Saad:
Low-rank correction methods for algebraic domain decomposition preconditioners. CoRR abs/1505.04341 (2015) - 2014
- [c10]Chao X. Guo, Dimitrios G. Kottas, Ryan DuToit, Ahmed Ahmed, Ruipeng Li, Stergios I. Roumeliotis:
Efficient Visual-Inertial Navigation using a Rolling-Shutter Camera with Inaccurate Timestamps. Robotics: Science and Systems 2014 - 2013
- [j2]Ruipeng Li, Yousef Saad
Divide and Conquer Low-Rank Preconditioners for Symmetric Matrices. SIAM J. Sci. Comput. 35(4) (2013) - [j1]Ruipeng Li, Yousef Saad
GPU-accelerated preconditioned iterative linear solvers. J. Supercomput. 63(2): 443-466 (2013) - 2012
- [c9]Amal Aboulhassan, Ruipeng Li, Christopher Knox, Aram Amassian, Markus Hadwiger:
CrystalExplorer: An Interactive Knowledge-Assisted System for Visual Design of Solar Cell Crystal Structures. EuroVis (Short Papers) 2012 - 2010
- [c8]Chonglei Mei, Ruipeng Li, Hong Zhou, Hai Jiang:
Exploiting Bit and GPU-Thread Level Parallelism in Construction of Generalized Minimum Aberration Designs. PDPTA 2010: 235-240
2000 – 2009
- 2009
- [c7]Chonglei Mei, Ruipeng Li, Hai Jiang, Jeff Jenness:
MCD: Mesh Closure Detection for Localized Load Balancing in Scientific Applications. CSE (1) 2009: 257-264 - 2008
- [c6]Ruipeng Li, Hai Jiang, Hung-Chi Su, Bin Zhang, Jeff Jenness:
Adaptive and Fault Tolerant Simulation of Relativistic Particle Transport with Data-Level Checkpointing. CSE 2008: 345-352 - [c5]Ruipeng Li, Hai Jiang, Hung-Chi Su, Bin Zhang, Jeff Jenness:
Parallel and Distributed Particle Collision Simulation with Decentralized Control. GPC 2008: 244-255 - [c4]Ruipeng Li, Hai Jiang, Hung-Chi Su, Jeff Jenness, Bin Zhang:
On Load Balancing Distributed Simulation of Relativistic Particle Transport. PDPTA 2008: 261-269 - [c3]Ruipeng Li, Hai Jiang, Hung-Chi Su:
Coordination schemes in distributed simulation of relativistic particle transport. SAC 2008: 44-45 - 2007
- [c2]Ruipeng Li, Hai Jiang, Hung-Chi Su, Bin Zhang, Jeff Jenness:
Speculative and distributed simulation of many-particle collision systems. ICPADS 2007: 1-8 - [c1]Ruipeng Li, Hai Jiang, Hung-Chi Su, Jeff Jenness, Bin Zhang:
Speculative Parallelization of Many-Particle Collision Simulations. PDPTA 2007: 128-136 - 2000
- [p4]Ming Gu, Axel Ruhe, Richard B. Lehoucq, Danny C. Sorensen, Roland W. Freund, Gerard L. G. Sleijpen, Henk A. van der Vorst, Zhaojun Bai, Ruipeng Li:
Hermitian Eigenvalue Problems. Templates for the Solution of Algebraic Eigenvalue Problems 2000: 45-107 - [p3]Ming Gu, Axel Ruhe, Gerard L. G. Sleijpen, Henk A. van der Vorst, Zhaojun Bai, Ruipeng Li:
Generalized Hermitian Eigenvalue Problems. Templates for the Solution of Algebraic Eigenvalue Problems 2000: 109-133 - [p2]T. Chen, James Demmel, Ming Gu, Yousef Saad, Richard B. Lehoucq, Danny C. Sorensen, Kristyn J. Maschhoff, Zhaojun Bai, David Day, Roland W. Freund, Gerard L. G. Sleijpen, Henk A. van der Vorst, Ruipeng Li:
Non-Hermitian Eigenvalue Problems. Templates for the Solution of Algebraic Eigenvalue Problems 2000: 149-231 - [p1]Gerard L. G. Sleijpen, Henk A. van der Vorst, Axel Ruhe, Zhaojun Bai, T. Ericsson, T. Kowalski, Bo Kågström, Ruipeng Li:
Generalized Non-Hermitian Eigenvalue Problems. Templates for the Solution of Algebraic Eigenvalue Problems 2000: 233-279
Coauthor Index
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