Study of Choosing the Optimal Storage Format of Sparse Matrix Vector Multiplication

L Jiajia , ZHANG Xiuxia , T Guangming , C Mingyu
Journal of Computer Research and Development 51 ( 4) 882

3
2014
Clinical characteristics of fatalities due to influenza A (H1N1) virus in Mexico.

Rollando Rollando , Maywan Hariono , GA Strobel , M Tanaka
Asian Journal of Cell Biology 12 ( 1) 535 -544

2003
Optimizing sparse tensor times matrix on multi-core and many-core architectures

Richard Vuduc , Jiajia Li , Yuchen Ma , Chenggang Yan
irregular applications: architectures and algorithms 26 -33

41
2016
4
2018
Evaluating Modern GPU Interconnect: PCIe, NVLink, NV-SLI, NVSwitch and GPUDirect

Nathan R. Tallent , Shuaiwen Leon Song , Jiajia Li , Jieyang Chen
IEEE Transactions on Parallel and Distributed Systems 31 ( 1) 94 -110

152
2020
Sparta: high-performance, element-wise sparse tensor contraction on heterogeneous memory

Roberto Gioiosa , Jiajia Li , Dong Li , Jie Ren
acm sigplan symposium on principles and practice of parallel programming 318 -333

2
2021
Athena: high-performance sparse tensor contraction sequence on heterogeneous memory

Roberto Gioiosa , Jiajia Li , Dong Li , Jiawen Liu
international conference on supercomputing

1
2021
SMAT: an input adaptive auto-tuner for sparse matrix-vector multiplication

Jiajia Li , Guangming Tan , Mingyu Chen , Ninghui Sun
programming language design and implementation 48 ( 6) 117 -126

143
2013
A pattern based algorithmic autotuner for graph processing on GPUs

Ke Meng , Jiajia Li , Guangming Tan , Ninghui Sun
acm sigplan symposium on principles and practice of parallel programming 201 -213

20
2019
An efficient mixed-mode representation of sparse tensors

Israt Nisa , Jiajia Li , Aravind Sukumaran-Rajam , Prasant Singh Rawat
ieee international conference on high performance computing data and analytics 49

7
2019
An optimized large-scale hybrid DGEMM design for CPUs and ATI GPUs

Jiajia Li , Xingjian Li , Guangming Tan , Mingyu Chen
Proceedings of the 26th ACM international conference on Supercomputing - ICS '12 377 -386

16
2012
An Initial Characterization of the Emu Chick

Jason Riedy , Eric Hein , Tom Conte , Jeffrey Young
international parallel and distributed processing symposium 579 -588

17
2018
Introducing high performance computing concepts into engineering undergraduate curriculum: a success story

B. Neelima , Jiajia Li
ieee international conference on high performance computing data and analytics 6

7
2015
Optimizing sparse tensor times matrix on GPUs

Yuchen Ma , Jiajia Li , Xiaolong Wu , Chenggang Yan
Journal of Parallel and Distributed Computing 129 99 -109

15
2019
Efficient and effective sparse tensor reordering

Jiajia Li , Bora Uçar , Ümit V. Çatalyürek , Jimeng Sun
international conference on supercomputing 227 -237

9
2019
Bridging the gap between deep learning and sparse matrix format selection

Yue Zhao , Jiajia Li , Chunhua Liao , Xipeng Shen
acm sigplan symposium on principles and practice of parallel programming 53 ( 1) 94 -108

41
2018
Programming Strategies for Irregular Algorithms on the Emu Chick

Eric R. Hein , Srinivas Eswar , Abdurrahman Yaşar , Jiajia Li
parallel computing 7 ( 4) 1 -25

6
2020
Model-Driven Sparse CP Decomposition for Higher-Order Tensors

Jiajia Li , Jee Choi , Ioakeim Perros , Jimeng Sun
international parallel and distributed processing symposium 1048 -1057

61
2017
Load-Balanced Sparse MTTKRP on GPUs

Israt Nisa , Jiajia Li , Aravind Sukumaran-Rajam , Richard Vuduc
international parallel and distributed processing symposium 123 -133

37
2019
POSTER: Bridging the Gap Between Deep Learning and Sparse Matrix Format Selection

Yue Zhao , Jiajia Li , Chunhua Liao , Xipeng Shen
international conference on parallel architectures and compilation techniques 152 -153

2
2017