Kazem Cheshmi

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 18

Top Topics

Norm Regularization

Binary Matrices

Top Venues

Publications

Mohammad Mahdi Salehi Dezfuli, Kazem Cheshmi
Improving Locality in Sparse and Dense Matrix Multiplications. CoRR (2024)
Kazem Cheshmi, Michelle Strout, Maryam Mehri Dehnavi
Runtime Composition of Iterations for Fusing Loop-carried Sparse Dependence. SC (2023)
Lucas Wilkinson, Kazem Cheshmi, Maryam Mehri Dehnavi
Register Tiling for Unstructured Sparsity in Neural Network Inference. Proc. ACM Program. Lang. 7 (PLDI) (2023)
Kazem Cheshmi, Michelle Mills Strout, Maryam Mehri Dehnavi
Optimizing sparse computations jointly. PPoPP (2022)
Kazem Cheshmi, Zachary Cetinic, Maryam Mehri Dehnavi
Vectorizing Sparse Matrix Computations with Partially-Strided Codelets. SC (2022)
Behrooz Zarebavani, Kazem Cheshmi, Bangtian Liu, Michelle Mills Strout, Maryam Mehri Dehnavi
HDagg: Hybrid Aggregation of Loop-carried Dependence Iterations in Sparse Matrix Computations. IPDPS (2022)
Zachary Cetinic, Kazem Cheshmi, Maryam Mehri Dehnavi
Differentiating-based Vectorization for Sparse Kernels. CoRR (2021)
Kazem Cheshmi, Michelle Mills Strout, Maryam Mehri Dehnavi
Composing Loop-carried Dependence with Other Loops. CoRR (2021)
Kazem Cheshmi, Danny M. Kaufman, Shoaib Kamil, Maryam Mehri Dehnavi
NASOQ: numerically accurate sparsity-oriented QP solver. ACM Trans. Graph. 39 (4) (2020)
Bangtian Liu, Kazem Cheshmi, Saeed Soori, Michelle Mills Strout, Maryam Mehri Dehnavi
MatRox: modular approach for improving data locality in hierarchical (Mat)rix App(Rox)imation. PPoPP (2020)
Mahdi Soltan Mohammadi, Tomofumi Yuki, Kazem Cheshmi, Eddie C. Davis, Mary W. Hall, Maryam Mehri Dehnavi, Payal Nandy, Catherine Olschanowsky, Anand Venkat, Michelle Mills Strout
Sparse computation data dependence simplification for efficient compiler-generated inspectors. PLDI (2019)
Mahdi Soltan Mohammadi, Kazem Cheshmi, Maryam Mehri Dehnavi, Anand Venkat, Tomofumi Yuki, Michelle Mills Strout
Extending Index-Array Properties for Data Dependence Analysis. LCPC (2018)
Kazem Cheshmi, Shoaib Kamil, Michelle Mills Strout, Maryam Mehri Dehnavi
ParSy: inspection and transformation of sparse matrix computations for parallelism. SC (2018)
Kazem Cheshmi, Leila Cheshmi, Maryam Mehri Dehnavi
Sparsity-Aware Storage Format Selection. HPCS (2018)
Mahdi Soltan Mohammadi, Kazem Cheshmi, Ganesh Gopalakrishnan, Mary W. Hall, Maryam Mehri Dehnavi, Anand Venkat, Tomofumi Yuki, Michelle Mills Strout
Sparse Matrix Code Dependence Analysis Simplification at Compile Time. CoRR (2018)
Bangtian Liu, Kazem Cheshmi, Saeed Soori, Maryam Mehri Dehnavi
MatRox: A Model-Based Algorithm with an Efficient Storage Format for Parallel HSS-Structured Matrix Approximations. CoRR (2018)
Kazem Cheshmi, Shoaib Kamil, Michelle Mills Strout, Maryam Mehri Dehnavi
Sympiler: Transforming Sparse Matrix Codes by Decoupling Symbolic Analysis. CoRR (2017)
Kazem Cheshmi, Shoaib Kamil, Michelle Mills Strout, Maryam Mehri Dehnavi
Sympiler: transforming sparse matrix codes by decoupling symbolic analysis. SC (2017)
Kazem Cheshmi, Siamak Mohammadi, Daniel Versick, Djamshid Tavangarian, Jelena Trajkovic
A Clustered GALS NoC Architecture with Communication-Aware Mapping. PDP (2015)
Sébastien Le Beux, Hui Li, Ian O'Connor, Kazem Cheshmi, Xuchen Liu, Jelena Trajkovic, Gabriela Nicolescu
Chameleon: Channel efficient Optical Network-on-Chip. DATE (2014)
Kazem Cheshmi, Mohammadreza Soltaniyeh, Siamak Mohammadi, Jelena Trajkovic
Quota setting router architecture for quality of service in GALS NoC. RSP (2013)