On a Massively Parallel e-Relaxization Algorithm for Linear Transformation Problems. - Xiaoye S. Li; Stavros A. Zenios (ICPP (3), 1991)

Decentralized optimal power pricing: the development of a parallel program. - Steven Lumetta; Liam Murphy 001; Xiaoye S. Li; David E. Culler; Ismail S. Khalil (IEEE Parallel Distributed Technol. Syst. Appl., 1993)

Faster Numerical Algorithms via Exception Handling. - James Demmel; Xiaoye S. Li (IEEE Trans. Computers, 1994)

Making Sparse Gaussian Elimination Scalable by Static Pivoting. - Xiaoye S. Li; James Demmel (SC, 1998)

A Scalable Sparse Direct Solver Using Static Pivoting. - Xiaoye S. Li; James Demmel (PP, 1999)

A Supernodal Approach to Sparse Partial Pivoting. - James Weldon Demmel; Stanley C. Eisenstat; John R. Gilbert; Xiaoye S. Li; Joseph W. H. Liu (SIAM J. Matrix Anal. Appl., 1999)

An Asynchronous Parallel Supernodal Algorithm for Sparse Gaussian Elimination. - James Weldon Demmel; John R. Gilbert; Xiaoye S. Li (SIAM J. Matrix Anal. Appl., 1999)

Common Issues. - Jack J. Dongarra; Plamen Koev; Xiaoye S. Li; James Demmel; Henk A. van der Vorst (Templates for the Solution of Algebraic Eigenvalue Problems, 2000)

Ordering Unstructured Meshes for Sparse Matrix Computations on Leading Parallel Systems. - Leonid Oliker; Xiaoye S. Li; Gerd Heber; Rupak Biswas (IPDPS Workshops, 2000)

Collection offers overview of research on structured matrices [Book Review]. - Patrick Amestoy; Xiaoye S. Li; Chiara Puglisi (IEEE Concurr., 2000)

Algorithms for Quad-Double Precision Floating Point Arithmetic. - Yozo Hida; Xiaoye S. Li; David H. Bailey (IEEE Symposium on Computer Arithmetic, 2001)

Performance and tuning of two distributed memory sparse solvers. - Patrick Amestoy; Iain S. Duff; Jean-Yves L'Excellent; Xiaoye S. Li (PP, 2001)

Solution of a three-body problem in quantum mechanics using sparse linear algebra on parallel computers. - Mark Baertschy; Xiaoye S. Li (SC, 2001)

Analysis and comparison of two general sparse solvers for distributed memory computers. - Patrick Amestoy; Iain S. Duff; Jean-Yves L'Excellent; Xiaoye S. Li (ACM Trans. Math. Softw., 2001)

Memory-Intensive Benchmarks: IRAM vs. Cache-Based Machines. - Brian R. Gaeke; Parry Husbands; Xiaoye S. Li; Leonid Oliker; Katherine A. Yelick; Rupak Biswas (IPDPS, 2002)

High performance computing meets experimental mathematics. - David H. Bailey; David John Broadhurst; Yozo Hida; Xiaoye S. Li; Brandon Thompson (SC, 2002)

A new scheduling algorithm for parallel sparse LU factorization with static pivoting. - Laura Grigori; Xiaoye S. Li (SC, 2002)

Effects of Ordering Strategies and Programming Paradigms on Sparse Matrix Computations. - Leonid Oliker; Xiaoye S. Li; Parry Husbands; Rupak Biswas (SIAM Rev., 2002)

Design, implementation and testing of extended and mixed precision BLAS. - Xiaoye S. Li; James Demmel; David H. Bailey; Greg Henry; Yozo Hida; Jimmy Iskandar; William Kahan; Suh Y. Kang; Anil Kapur; Michael C. Martin; Brandon Thompson; Teresa Tung; et al. (ACM Trans. Math. Softw., 2002)

Impact of the implementation of MPI point-to-point communications on the performance of two general sparse solvers. - Patrick Amestoy; Iain S. Duff; Jean-Yves L'Excellent; Xiaoye S. Li (Parallel Comput., 2003)

SuperLU_DIST: A scalable distributed-memory sparse direct solver for unsymmetric linear systems. - Xiaoye S. Li; James Demmel (ACM Trans. Math. Softw., 2003)

Performance Analysis of Parallel Right-Looking Sparse LU Factorization on Two Dimensional Grids of Processors. - Laura Grigori; Xiaoye S. Li (PARA, 2004)

Algebraic Sub-structuring for Electromagnetic Applications. - Chao Yang 001; Weiguo Gao; Zhaojun Bai; Xiaoye S. Li; Lie-Quan Lee; Parry Husbands; Esmond G. Ng (PARA, 2004)

A Comparison of Three High-Precision Quadrature Schemes. - David H. Bailey; Karthik Jeyabalan; Xiaoye S. Li (Exp. Math., 2005)

An Algebraic Substructuring Method for Large-Scale Eigenvalue Calculation. - Chao Yang 001; Weiguo Gao; Zhaojun Bai; Xiaoye S. Li; Lie-Quan Lee; Parry Husbands; Esmond G. Ng (SIAM J. Sci. Comput., 2005)

An overview of SuperLU: Algorithms, implementation, and user interface. - Xiaoye S. Li (ACM Trans. Math. Softw., 2005)

Prospectus for the Next LAPACK and ScaLAPACK Libraries. - James Demmel; Jack J. Dongarra; Beresford N. Parlett; William Kahan; Ming Gu 002; David Bindel; Yozo Hida; Xiaoye S. Li; Osni Marques; E. Jason Riedy; Christof Vömel; Julien Langou; et al. (PARA, 2006)

Diagonal Markowitz Scheme with Local Symmetrization. - Patrick Amestoy; Xiaoye S. Li; Esmond G. Ng (SIAM J. Matrix Anal. Appl., 2006)

Unsymmetric Ordering Using A Constrained Markowitz Scheme. - Patrick Amestoy; Xiaoye S. Li; Stéphane Pralet (SIAM J. Matrix Anal. Appl., 2006)

Error bounds from extra-precise iterative refinement. - James Demmel; Yozo Hida; William Kahan; Xiaoye S. Li; Sonil Mukherjee; E. Jason Riedy (ACM Trans. Math. Softw., 2006)

Towards an accurate performance modeling of parallel sparse factorization. - Laura Grigori; Xiaoye S. Li (Appl. Algebra Eng. Commun. Comput., 2007)

Parallel Symbolic Factorization for Sparse LU with Static Pivoting. - Laura Grigori; James Demmel; Xiaoye S. Li (SIAM J. Sci. Comput., 2007)

Prospectus for a Dense Linear Algebra Software Library. - Yozo Hida; James Demmel; Julien Langou; Jakub Kurzak; Ming Gu 002; Alfredo Buttari; Stanimire Tomov; Piotr Luszczek; Julie Langou; Osni Marques; Christof Vömel; Xiaoye S. Li; et al. (Handbook of Parallel Computing, 2007)

Evaluation of Sparse LU Factorization and Triangular Solution on Multicore Platforms. - Xiaoye Sherry Li (VECPAR, 2008)

An Implementation and Evaluation of the AMLS Method for Sparse Eigenvalue Problems. - Weiguo Gao; Xiaoye S. Li; Chao Yang 001; Zhaojun Bai (ACM Trans. Math. Softw., 2008)

Performance Modeling Tools for Parallel Sparse Linear Algebra Computations. - Pietro Cicotti; Xiaoye S. Li; Scott B. Baden (PARCO, 2009)

Superfast Multifrontal Method for Large Structured Linear Systems of Equations. - Jianlin Xia; Shivkumar Chandrasekaran; Ming Gu 002; Xiaoye S. Li (SIAM J. Matrix Anal. Appl., 2009)

Extra-Precise Iterative Refinement for Overdetermined Least Squares Problems. - James Demmel; Yozo Hida; E. Jason Riedy; Xiaoye S. Li (ACM Trans. Math. Softw., 2009)

On Techniques to Improve Robustness and Scalability of a Parallel Hybrid Linear Solver. - Ichitaro Yamazaki; Xiaoye S. Li (VECPAR, 2010)

Particle-field decomposition and domain decomposition in parallel particle-in-cell beam dynamics simulation. - Ji Qiang; Xiaoye Sherry Li (Comput. Phys. Commun., 2010)

Fast algorithms for hierarchically semiseparable matrices. - Jianlin Xia; Shivkumar Chandrasekaran; Ming Gu 002; Xiaoye S. Li (Numer. Linear Algebra Appl., 2010)

Direction-Preserving and Schur-Monotonic Semiseparable Approximations of Symmetric Positive Definite Matrices. - Ming Gu 002; Xiaoye S. Li; Panayot S. Vassilevski (SIAM J. Matrix Anal. Appl., 2010)

A Supernodal Approach to Incomplete LU Factorization with Partial Pivoting. - Xiaoye S. Li; Meiyue Shao (ACM Trans. Math. Softw., 2011)

SuperLU. - Xiaoye Sherry Li; James Demmel; John R. Gilbert; Laura Grigori; Meiyue Shao (Encyclopedia of Parallel Computing, 2011)

New Scheduling Strategies and Hybrid Programming for a Parallel Right-looking Sparse LU Factorization Algorithm on Multicore Cluster Systems. - Ichitaro Yamazaki; Xiaoye S. Li (IPDPS, 2012)

Massively parallel X-ray scattering simulations. - Abhinav Sarje; Xiaoye S. Li; Slim Chourou; Elaine R. Chan; Alexander Hexemer (SC, 2012)

On Partitioning and Reordering Problems in a Hierarchically Parallel Hybrid Linear Solver. - Ichitaro Yamazaki; Xiaoye S. Li; François-Henry Rouet; Bora Uçar (IPDPS Workshops, 2013)

Tuning HipGISAXS on Multi and Many Core Supercomputers. - Abhinav Sarje; Xiaoye S. Li; Alexander Hexemer (PMBS@SC, 2013)

Efficient Scalable Algorithms for Solving Dense Linear Systems with Hierarchically Semiseparable Structures. - Shen Wang; Xiaoye S. Li; Jianlin Xia; Yingchong Situ; Maarten V. de Hoop (SIAM J. Sci. Comput., 2013)

A Distributed CPU-GPU Sparse Direct Solver. - Piyush Sao; Richard W. Vuduc; Xiaoye Sherry Li (Euro-Par, 2014)

High-Performance Inverse Modeling with Reverse Monte Carlo Simulations. - Abhinav Sarje; Xiaoye S. Li; Alexander Hexemer (ICPP, 2014)

Using Random Butterfly Transformations to Avoid Pivoting in Sparse Direct Methods. - Marc Baboulin; Xiaoye S. Li; François-Henry Rouet (VECPAR, 2014)

Resilient Matrix Multiplication of Hierarchical Semi-Separable Matrices. - Brian Austin; Eric Roman; Xiaoye Sherry Li (FTXS@HPDC, 2015)

A Sparse Direct Solver for Distributed Memory Xeon Phi-Accelerated Systems. - Piyush Sao; Xing Liu; Richard W. Vuduc; Xiaoye S. Li (IPDPS, 2015)

Comparative Performance Analysis of Coarse Solvers for Algebraic Multigrid on Multicore and Manycore Architectures. - Alex Druinsky; Pieter Ghysels; Xiaoye S. Li; Osni Marques; Samuel Williams 001; Andrew T. Barker; Delyan Kalchev; Panayot S. Vassilevski (PPAM (1), 2015)

An efficient multi-core implementation of a novel HSS-structured multifrontal solver using randomized sampling. - Pieter Ghysels; Xiaoye S. Li; François-Henry Rouet; Samuel Williams 001; Artem Napov (CoRR, 2015)

Extending Summation Precision for Network Reduction Operations. - George Michelogiannakis; Xiaoye S. Li; David H. Bailey; John Shalf (Int. J. Parallel Program., 2015)

Achieving High Parallel Efficiency on Modern Processors for X-Ray Scattering Data Analysis. - Abhinav Sarje; Xiaoye S. Li; Nicholas Wright (Euro-Par Workshops, 2016)

Tuning the Coarse Space Construction in a Spectral AMG Solver. - Osni Marques; Alex Druinsky; Xiaoye S. Li; Andrew T. Barker; Panayot S. Vassilevski; Delyan Kalchev (ICCS, 2016)

An algebraic multifrontal preconditioner that exploits the low-rank property. - Artem Napov; Xiaoye S. Li (Numer. Linear Algebra Appl., 2016)

An Efficient Multicore Implementation of a Novel HSS-Structured Multifrontal Solver Using Randomized Sampling. - Pieter Ghysels; Xiaoye S. Li; François-Henry Rouet; Samuel Williams 001; Artem Napov (SIAM J. Sci. Comput., 2016)

A Distributed-Memory Package for Dense Hierarchically Semi-Separable Matrix Computations Using Randomization. - François-Henry Rouet; Xiaoye S. Li; Pieter Ghysels; Artem Napov (ACM Trans. Math. Softw., 2016)

A Parallel Geometric Multifrontal Solver Using Hierarchically Semiseparable Structure. - Shen Wang; Xiaoye S. Li; François-Henry Rouet; Jianlin Xia; Maarten V. de Hoop (ACM Trans. Math. Softw., 2016)

A Robust Parallel Preconditioner for Indefinite Systems Using Hierarchical Matrices and Randomized Sampling. - Pieter Ghysels; Xiaoye Sherry Li; Christopher Gorman; François-Henry Rouet (IPDPS, 2017)

xSDK Foundations: Toward an Extreme-scale Scientific Software Development Kit. - Roscoe A. Bartlett; Irina Demeshko; Todd Gamblin; Glenn Hammond; Michael A. Heroux; Jeffrey Johnson; Alicia M. Klinvex; Xiaoye S. Li; Lois Curfman McInnes; J. David Moulton; Daniel Osei-Kuffuor; Jason Sarich; et al. (Supercomput. Front. Innov., 2017)

A Study of Clustering Techniques and Hierarchical Matrix Formats for Kernel Ridge Regression. - Elizaveta Rebrova; Gustavo Chavez; Yang Liu 179; Pieter Ghysels; Xiaoye Sherry Li (IPDPS Workshops, 2018)

A Communication-Avoiding 3D LU Factorization Algorithm for Sparse Matrices. - Piyush Sao; Xiaoye Sherry Li; Richard W. Vuduc (IPDPS, 2018)

A Unified Software Framework to Enable Solution of Traffic Assignment Problems at Extreme Scale. - Juliette Ugirumurera; Gabriel Gomes; Emily Porter; Xiaoye S. Li; Alexandre M. Bayen (ITSC, 2018)

Efficient Online Hyperparameter Learning for Traffic Flow Prediction. - Hongyuan Zhan; Gabriel Gomes; Xiaoye S. Li; Kamesh Madduri; Kesheng Wu (ITSC, 2018)

Highly scalable distributed-memory sparse triangular solution algorithms. - Yang Liu 179; Mathias Jacquelin; Pieter Ghysels; Xiaoye S. Li (CSC, 2018)

A distributed-memory approximation algorithm for maximum weight perfect bipartite matching. - Ariful Azad; Aydin Buluç; Xiaoye S. Li; Xinliang Wang; Johannes Langguth (CoRR, 2018)

A unified software framework for solving traffic assignment problems. - Juliette Ugirumurera; Gabriel Gomes; Emily Porter; Xiaoye S. Li; Alexandre M. Bayen (CoRR, 2018)

Matrix-free construction of HSS representation using adaptive randomized sampling. - Christopher Gorman; Gustavo Chávez; Pieter Ghysels; Théo Mary; François-Henry Rouet; Xiaoye Sherry Li (CoRR, 2018)

Efficient Online Hyperparameter Optimization for Kernel Ridge Regression with Applications to Traffic Time Series Prediction. - Hongyuan Zhan; Gabriel Gomes; Xiaoye S. Li; Kamesh Madduri; Kesheng Wu (CoRR, 2018)

Consensus Ensemble System for Traffic Flow Prediction. - Hongyuan Zhan; Gabriel Gomes; Xiaoye S. Li; Kamesh Madduri; Alex Sim; Kesheng Wu (IEEE Trans. Intell. Transp. Syst., 2018)

H-INDEX: Hash-Indexing for Parallel Triangle Counting on GPUs. - Santosh Pandey; Xiaoye Sherry Li; Aydin Buluç; Jiejun Xu; Hang Liu 001 (HPEC, 2019)

A communication-avoiding 3D sparse triangular solver. - Piyush Sao; Ramakrishnan Kannan; Xiaoye Sherry Li; Richard W. Vuduc (ICS, 2019)

Multitask and Transfer Learning for Autotuning Exascale Applications. - Wissam M. Sid-Lakhdar; Mohsen Mahmoudi Aznaveh; Xiaoye S. Li; James Weldon Demmel (CoRR, 2019)

A communication-avoiding 3D algorithm for sparse LU factorization on heterogeneous systems. - Piyush Sao; Xiaoye S. Li; Richard W. Vuduc (J. Parallel Distributed Comput., 2019)

Robust and Accurate Stopping Criteria for Adaptive Randomized Sampling in Matrix-Free Hierarchically Semiseparable Construction. - Christopher Gorman; Gustavo Chávez; Pieter Ghysels; Théo Mary; François-Henry Rouet; Xiaoye Sherry Li (SIAM J. Sci. Comput., 2019)

Scalable and Memory-Efficient Kernel Ridge Regression. - Gustavo Chávez; Yang Liu 179; Pieter Ghysels; Xiaoye Sherry Li; Elizaveta Rebrova (IPDPS, 2020)

Distributed macroscopic traffic simulation with Open Traffic Models. - Gabriel Gomes; Juliette Ugirumurera; Xiaoye S. Li (ITSC, 2020)

Leveraging One-Sided Communication for Sparse Triangular Solvers. - Nan Ding 006; Samuel Williams 001; Yang Liu 179; Xiaoye S. Li (PP, 2020)

C-SAW: a framework for graph sampling and random walk on GPUs. - Santosh Pandey; Lingda Li; Adolfy Hoisie; Xiaoye S. Li; Hang Liu 001 (SC, 2020)

GSoFa: Scalable Sparse LU Symbolic Factorization on GPUs. - Anil Gaihre; Xiaoye S. Li; Hang Liu 001 (CoRR, 2020)

A Survey of Numerical Methods Utilizing Mixed Precision Arithmetic. - Ahmad Abdelfattah; Hartwig Anzt; Erik G. Boman; Erin C. Carson; Terry Cojean; Jack J. Dongarra; Mark Gates; Thomas Grützmacher; Nicholas J. Higham; Xiaoye Sherry Li; Neil Lindquist; Yang Liu 179; et al. (CoRR, 2020)

A parallel hierarchical blocked adaptive cross approximation algorithm. - Yang Liu 179; Wissam M. Sid-Lakhdar; Elizaveta Rebrova; Pieter Ghysels; Xiaoye Sherry Li (Int. J. High Perform. Comput. Appl., 2020)

A Distributed-Memory Algorithm for Computing a Heavy-Weight Perfect Matching on Bipartite Graphs. - Ariful Azad; Aydin Buluç; Xiaoye S. Li; Xinliang Wang; Johannes Langguth (SIAM J. Sci. Comput., 2020)

A Message-Driven, Multi-GPU Parallel Sparse Triangular Solver. - Nan Ding 006; Yang Liu 179; Samuel Williams 001; Xiaoye S. Li (ACDA, 2021)

Enhancing Autotuning Capability with a History Database. - Younghyun Cho; James Demmel; Xiaoye S. Li; Yang Liu 179; Hengrui Luo (MCSoC, 2021)

GPTune: multitask learning for autotuning exascale applications. - Yang Liu 179; Wissam M. Sid-Lakhdar; Osni Marques; Xinran Zhu; Chang Meng; James Weldon Demmel; Xiaoye S. Li (PPoPP, 2021)

Dr. Top-k: delegate-centric Top-k on GPUs. - Anil Gaihre; Da Zheng; Scott Weitze; Lingda Li; Shuaiwen Leon Song; Caiwen Ding; Xiaoye S. Li; Hang Liu 001 (SC, 2021)

Non-smooth Bayesian Optimization in Tuning Problems. - Hengrui Luo; James Weldon Demmel; Younghyun Cho; Xiaoye S. Li; Yang Liu 179 (CoRR, 2021)

A survey of numerical linear algebra methods utilizing mixed-precision arithmetic. - Ahmad Abdelfattah; Hartwig Anzt; Erik G. Boman; Erin C. Carson; Terry Cojean; Jack J. Dongarra; Alyson Fox; Mark Gates; Nicholas J. Higham; Xiaoye S. Li; Jennifer A. Loe; Piotr Luszczek; et al. (Int. J. High Perform. Comput. Appl., 2021)

Sparse Approximate Multifrontal Factorization with Butterfly Compression for High-Frequency Wave Equations. - Yang Liu 179; Pieter Ghysels; Lisa Claus; Xiaoye Sherry Li (SIAM J. Sci. Comput., 2021)

Butterfly Factorization Via Randomized Matrix-Vector Multiplications. - Yang Liu 179; Xin Xing; Han Guo; Eric Michielssen; Pieter Ghysels; Xiaoye Sherry Li (SIAM J. Sci. Comput., 2021)

Trust: Triangle Counting Reloaded on GPUs. - Santosh Pandey; Zhibin Wang 002; Sheng Zhong 002; Chen Tian 001; Bolong Zheng; Xiaoye S. Li; Lingda Li; Adolfy Hoisie; Caiwen Ding; Dong Li 001; Hang Liu 001 (IEEE Trans. Parallel Distributed Syst., 2021)

Proposed Consistent Exception Handling for the BLAS and LAPACK. - James Demmel; Jack J. Dongarra; Mark Gates; Greg Henry; Julien Langou; Xiaoye S. Li; Piotr Luszczek; Weslley S. Pereira; E. Jason Riedy; Cindy Rubio-González (Correctness@SC, 2022)

GPTuneBand: Multi-task and Multi-fidelity Autotuning for Large-scale High Performance Computing Applications. - Xinran Zhu; Yang Liu 179; Pieter Ghysels; David Bindel; Xiaoye S. Li (PP, 2022)

Addressing Irregular Patterns of Matrix Computations on GPUs and Their Impact on Applications Powered by Sparse Direct Solvers. - Ahmad Abdelfattah; Pieter Ghysels; Wajih Boukaram; Stanimire Tomov; Xiaoye Sherry Li; Jack J. Dongarra (SC, 2022)

Hybrid Models for Mixed Variables in Bayesian Optimization. - Hengrui Luo; Younghyun Cho; James Weldon Demmel; Xiaoye S. Li; Yang Liu 179 (CoRR, 2022)

Resiliency in numerical algorithm design for extreme scale simulations. - Emmanuel Agullo; Mirco Altenbernd; Hartwig Anzt; Leonardo Bautista-Gomez; Tommaso Benacchio; Luca Bonaventura; Hans-Joachim Bungartz; Sanjay Chatterjee; Florina M. Ciorba; Nathan DeBardeleben; Daniel Drzisga; Sebastian Eibl; et al. (Int. J. High Perform. Comput. Appl., 2022)

gSoFa: Scalable Sparse Symbolic LU Factorization on GPUs. - Anil Gaihre; Xiaoye Sherry Li; Hang Liu 001 (IEEE Trans. Parallel Distributed Syst., 2022)

Harnessing the Crowd for Autotuning High-Performance Computing Applications. - Younghyun Cho; James Weldon Demmel; Jacob King; Xiaoye S. Li; Yang Liu 179; Hengrui Luo (IPDPS, 2023)

Unified Communication Optimization Strategies for Sparse Triangular Solver on CPU and GPU Clusters. - Yang Liu 179; Nan Ding 006; Piyush Sao; Samuel Williams 001; Xiaoye Sherry Li (SC, 2023)

Brief Announcement: Communication Optimal Sparse LU Factorization for Planar Matrices. - Piyush Sao; Xiaoye Sherry Li (SPAA, 2023)

Construction of Hierarchically Semi-Separable matrix Representation using Adaptive Johnson-Lindenstrauss Sketching. - Yotam Yaniv; Osman Asif Malik; Pieter Ghysels; Xiaoye S. Li (CoRR, 2023)

Open Problems in (Hyper)Graph Decomposition. - Deepak Ajwani; Rob H. Bisseling; Katrin Casel; Ümit V. Çatalyürek; Cédric Chevalier; Florian Chudigiewitsch; Marcelo Fonseca Faraj; Michael R. Fellows; Lars Gottesbüren; Tobias Heuer; George Karypis; Kamer Kaya; et al. (CoRR, 2023)

Recent Trends in Graph Decomposition (Dagstuhl Seminar 23331). - George Karypis; Christian Schulz 003; Darren Strash; Deepak Ajwani; Rob H. Bisseling; Katrin Casel; Ümit V. Çatalyürek; Cédric Chevalier; Florian Chudigiewitsch; Marcelo Fonseca Faraj; Michael R. Fellows; Lars Gottesbüren; et al. (Dagstuhl Reports, 2023)

Newly Released Capabilities in the Distributed-Memory SuperLU Sparse Direct Solver. - Xiaoye S. Li; Paul Lin; Yang Liu 179; Piyush Sao (ACM Trans. Math. Softw., 2023)

Sparse Approximate Multifrontal Factorization with Composite Compression Methods. - Lisa Claus; Pieter Ghysels; Yang Liu 179; Thái Anh Nhan; Ramakrishnan Thirumalaisamy; Amneet Pal Singh Bhalla; Xiaoye Sherry Li (ACM Trans. Math. Softw., 2023)

Interface for Sparse Linear Algebra Operations. - Ahmad Abdelfattah; Willow Ahrens; Hartwig Anzt; Chris Armstrong; Ben Brock; Aydin Buluç; Federico Busato; Terry Cojean; Timothy A. Davis 001; Jim Demmel; Grace Dinh; David Gardener; et al. (CoRR, 2024)

Then and Now: Improving Software Portability, Productivity, and 100× Performance. - Hartwig Anzt; Axel Huebl; Xiaoye S. Li (Comput. Sci. Eng., 2024)

Batched sparse direct solver design and evaluation in SuperLU_DIST. - Wajih Boukaram; Yuxi Hong; Yang Liu 179; Tianyi Shi; Xiaoye S. Li (Int. J. High Perform. Comput. Appl., 2024)

Non-smooth Bayesian optimization in tuning scientific applications. - Hengrui Luo; Younghyun Cho; James Weldon Demmel; Igor Kozachenko; Xiaoye S. Li; Yang Liu 179 (Int. J. High Perform. Comput. Appl., 2024)

Hybrid Parameter Search and Dynamic Model Selection for Mixed-Variable Bayesian Optimization. - Hengrui Luo; Younghyun Cho; James Weldon Demmel; Xiaoye S. Li; Yang Liu 179 (J. Comput. Graph. Stat., 2024)

Excvate: Spoofing Exceptions and Solving Constraints to Test Exception Handling in Numerical Libraries. - Jackson Vanover; James Demmel; Xiaoye Sherry Li; Cindy Rubio-González (ARITH, 2025)

Adaptive Sketching Based Construction of H2 Matrices on GPUs. - Wajih Halim Boukaram; Yang Liu 179; Pieter Ghysels; Xiaoye Sherry Li (IPDPS (Workshops), 2025)

A graphics processing unit accelerated sparse direct solver and preconditioner with block low rank compression. - Lisa Claus; Pieter Ghysels; Wajih Halim Boukaram; Xiaoye Sherry Li (Int. J. High Perform. Comput. Appl., 2025)

Elucidating the Design Choice of Probability Paths in Flow Matching for Forecasting. - Soon Hoe Lim; Yijin Wang; Annan Yu; Emma Hart; Michael W. Mahoney; Xiaoye Sherry Li; N. Benjamin Erichson (Trans. Mach. Learn. Res., 2025)

Parallel GPU-Accelerated Randomized Construction of Approximate Cholesky Preconditioners. - Tianyu Liang; Chao Chen; Yotam Yaniv; Hengrui Luo; David Tench; Xiaoye S. Li; Aydin Buluç; James Demmel (CoRR, 2025)