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researcher

M. Dehnavi

14 papers hereh-index 17839 citations59 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author6
  • last author8

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.DC3
  • cs.PL3
  • math.OC2
  • cs.MS1

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedA Unified Optimization Approach for Sparse Tensor Operations on GPUs

63 citations · 114 across the 8 of their papers we have counts for

collaborators
Showing cs.PLShow all

3 papers · 1 filter

cs.PL2025

Optimal Software Pipelining and Warp Specialization for Tensor Core GPUs

Rupanshu Soi, Rohan Yadav, Fredrik Kjolstad +4

GPU architectures have continued to grow in complexity, with recent incarnations introducing increasingly powerful fixed-function units for matrix multiplication and data movement…

cs.PL2018

Sparse Matrix Code Dependence Analysis Simplification at Compile Time

Mahdi Soltan Mohammadi, Kazem Cheshmi, Ganesh Gopalakrishnan +5

Analyzing array-based computations to determine data dependences is useful for many applications including automatic parallelization, race detection, computation and communication…

cs.PL2017★ 37 cited

Sympiler: Transforming Sparse Matrix Codes by Decoupling Symbolic Analysis

Kazem Cheshmi, Shoaib Kamil, Michelle Mills Strout +1

Sympiler is a domain-specific code generator that optimizes sparse matrix computations by decoupling the symbolic analysis phase from the numerical manipulation stage in sparse cod…

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