Citation

If you use GPU SpMV in your research, please cite:

BibTeX

@software{gpu_spmv_2026,
  author = {AICL-Lab},
  title = {GPU SpMV: High-Performance CUDA Sparse Matrix-Vector Multiplication},
  year = {2026},
  publisher = {GitHub},
  url = {https://github.com/AICL-Lab/gpu-spmv},
  version = {1.0.0}
}

Text Format

AICL-Lab. GPU SpMV: High-Performance CUDA Sparse Matrix-Vector Multiplication.
GitHub repository, 2026. https://github.com/AICL-Lab/gpu-spmv

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Usage Guidance

• Use the software citation above when citing the repository itself.
• Also cite the relevant papers from References when discussing the algorithms behind the implementation.
• If you cite performance charts or benchmark claims, mention the hardware and link back to Performance Methodology.