Chenhan D. Yu

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 17

Top Topics

Symmetric Positive Definite

Kernel Matrices

Multilayer Perceptron

Top Venues

SIAM J. Matrix Anal. Appl.

Publications

Chao Chen, Severin Reiz, Chenhan D. Yu, Hans-Joachim Bungartz, George Biros
Fast Approximation of the Gauss-Newton Hessian Matrix for the Multilayer Perceptron. SIAM J. Matrix Anal. Appl. 42 (1) (2021)
Jianyu Huang, Chenhan D. Yu, Robert A. van de Geijn
Strassen's Algorithm Reloaded on GPUs. ACM Trans. Math. Softw. 46 (1) (2020)
Chao Chen, Severin Reiz, Chenhan D. Yu, Hans-Joachim Bungartz, George Biros
Fast Evaluation and Approximation of the Gauss-Newton Hessian Matrix for the Multilayer Perceptron. CoRR (2019)
Chenhan D. Yu, Severin Reiz, George Biros
Distributed O(N) Linear Solver for Dense Symmetric Hierarchical Semi-Separable Matrices. MCSoC (2019)
Jianyu Huang, Chenhan D. Yu, Robert A. van de Geijn
Implementing Strassen's Algorithm with CUTLASS on NVIDIA Volta GPUs. CoRR (2018)
Chenhan D. Yu, Severin Reiz, George Biros
Distributed-memory hierarchical compression of dense SPD matrices. SC (2018)
Chenhan D. Yu, James Levitt, Severin Reiz, George Biros
Geometry-oblivious FMM for compressing dense SPD matrices. SC (2017)
Chenhan D. Yu, William B. March, George Biros
An N log N Parallel Fast Direct Solver for Kernel Matrices. CoRR (2017)
Chenhan D. Yu, William B. March, George Biros
An N log N Parallel Fast Direct Solver for Kernel Matrices. IPDPS (2017)
Chenhan D. Yu, James Levitt, Severin Reiz, George Biros
Geometry-Oblivious FMM for Compressing Dense SPD Matrices. CoRR (2017)
Chenhan D. Yu, William B. March, Bo Xiao, George Biros
Inv-ASKIT: A Parallel Fast Diret Solver for Kernel Matrices. CoRR (2016)
William B. March, Bo Xiao, Chenhan D. Yu, George Biros
ASKIT: An Efficient, Parallel Library for High-Dimensional Kernel Summations. SIAM J. Sci. Comput. 38 (5) (2016)
Chenhan D. Yu, William B. March, Bo Xiao, George Biros
INV-ASKIT: A Parallel Fast Direct Solver for Kernel Matrices. IPDPS (2016)
Chenhan D. Yu, Jianyu Huang, Woody Austin, Bo Xiao, George Biros
Performance optimization for the k-nearest neighbors kernel on x86 architectures. SC (2015)
William B. March, Bo Xiao, Sameer Tharakan, Chenhan D. Yu, George Biros
A kernel-independent FMM in general dimensions. SC (2015)
William B. March, Bo Xiao, Chenhan D. Yu, George Biros
An Algebraic Parallel Treecode in Arbitrary Dimensions. IPDPS (2015)
William B. March, Bo Xiao, Sameer Tharakan, Chenhan D. Yu, George Biros
Robust Treecode Approximation for Kernel Machines. KDD (2015)
Chenhan D. Yu, Weichung Wang
Performance models and workload distribution algorithms for optimizing a hybrid CPU-GPU multifrontal solver. Comput. Math. Appl. 67 (7) (2014)
Chenhan D. Yu, Weichung Wang, Dan'l Pierce
A CPU-GPU hybrid approach for the unsymmetric multifrontal method. Parallel Comput. 37 (12) (2011)