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Shoaib Kamil

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A Mechanized Algebra of Verified Data Structures for Optimizing Sparse Tensor ProgramsPLDI 20262026-06-15
Mechanized framework extends ATL and uses the Rock proof assistant to produce a verified compression/decompression adjoint that rewrites dense tensor kernels…
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Panel: What are we doing?Sparse 20242024-06-25
Discussion highlights a persistent gap between research and deployable systems, claiming many sparse advances never reach real workloads and arguing that…
Panel
Extending the Scope of the Array Abstraction beyond SparsitySparse 20242024-06-25
Argues that the array abstraction extends past simple sparsity by operating directly on compressed formats (run‑length and implicit-value encodings)…
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Verifying and Improving Halide’s Term Rewriting System with Program SynthesisOOPSLA 20202020-11-15
Halide’s term rewriting system is formally verified and extended using SMT and synthesis tools: Z3 proves 88% of rules automatically and Coq completes the…
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A Sparse Iteration Space Transformation Framework for Sparse Tensor AlgebraOOPSLA 20202020-11-15
Framework implements sparse iteration-space transformations inside TACO and a CUDA backend and generates fused sparse kernels (SpMV, SpMM, SDDMM, MTTKRP) that…
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