- COO
- HiCOO Published in SC18: International Conference for High Performance Computing, Networking, Storage and Analysis
- F-COO
- CSF
- B-CSF
- HB-CSF
- MM-CSF
- CISS
- Mode Specific
- Paper
- ALTO
- Mode Generic
- Paper
- 2:4 Sparsity (Matrix Only)
- Mode Specific
- Slide
- The Surprisingly ParalleL spArse Tensor Toolkit (SPLATT)
- ParTI!
- Cyclops Tensor Framework (CTF)
- FROSST (Data)
- TACO
- Efficient MATLAB computations with sparse and factored tensors , SIAM Journal on Scientific Computing, vol. 30, no. 1, pp. 205–231, December 2007
- Tensor Decompositions and Applications , SIAM Review, vol. 51, no. 3, pp. 455–500, 2009
- GigaTensor: Scaling Tensor Analysis Up By 100 Times
- SpTFS: sparse tensor format selection for MTTKRP via deep learning
- Load-Balanced Sparse MTTKRP on GPUs
- ALTO: Adaptive Linearized Storage of Sparse Tensors
- DFacTo: Distributed Factorization of Tensors
- Software for Sparse Tensor Decomposition on Emerging Computing Architectures
- Format Abstraction for Sparse Tensor Algebra Compilers
- Implementing a high performance tensor library
- Optimizing sparse tensor times matrix on GPUs
- Efficient and Scalable Computations with Sparse Tensors , High Performance Extreme Computing (HPEC), 2012
- Scalable sparse tensor decompositions in distributed memory systems , International Conference for High Performance Computing, Networking, Storage and Analysis, 2015
- High-performance parallel algorithms for the Tucker decomposition of higher order sparse tensors
- HaTen2: Billion-scale Tensor Decompositions , International Conference on Data Engineering (ICDE), 2015
- SPLATT: Efficient and Parallel Sparse Tensor-Matrix Multiplication , Parallel & Distributed Processing Symposium, ser. IPDPS, 2015
- Tensor-Matrix Products with a Compressed Sparse Tensor
- Efficient and effective sparse tensor reordering
- HiCOO: Hierarchical Storage of Sparse Tensors
- An Eficient Mixed-Mode Representation of Sparse Tensors
- Sparse Tensor Algebra as a Parallel Programming Model 2015
- Tensor-Matrix Products with a Compressed Sparse Tensor , 5th Workshop on Irregular applications: Architectures and Algorithms, Supercomputing, 2015
- Optimizing Sparse Tensor Times Matrix on Multi-core and Many-Core Architectures , 2016 6th Workshop on Irregular Applications: Architecture and Algorithms (IA3)
- A Unified Optimization Approach for Sparse Tensor Operations on GPUs , 2017 IEEE International Conference on Cluster Computing (CLUSTER), Sept 2017
- Tensaurus: A Versatile Accelerator for Mixed Sparse-Dense Tensor Computation 2020 IEEE International Symposium on High Performance Computer Architecture (HPCA)
- The Surprisingly ParalleL spArse Tensor Toolkit (SPLATT)
- Sparta: High-Performance, Element-Wise Sparse Tensor Contraction on Heterogeneous Memory Proceedings of the 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming 2021
- Efficient MATLAB computations with sparse and factored tensors
- A High-Performance Sparse Tensor Algebra Compiler in sMulti-Level IR
- The Tensor Algebra Compiler
- Sparse Tensor Algebra Compilation (thesis)
- High performance rearrangement and multiplication routines for sparse tensor arihtmetic
- DISTAL
- On the Representation and Multiplication of Hypersparse Matrices
- Bridging the Gap between Deep Learning and Sparse Matrix Format Selection
- Load-balancing Sparse Matrix Vector Product Kernels on GPUs
- OuterSPACE: An Outer Product based Sparse Matrix Multiplication Accelerator
- Mathematical Foundations of the GraphBLAS IEEE High Performance Extreme Computing (HPEC) conference 2016
- GraphBLAST: A High-Performance Linear Algebra-based Graph Framework on the GPU 2019
- LAGraph: Linear Algebra, Network Analysis Libraries, and the Study of Graph Algorithms 2021, GrAPL (Workshop on Graphs, Architectures, Programming, and Learning) at IPDPS