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Vikram S. Adve

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VTC: DNN Compilation with Virtual Tensors for Data Movement Elimination20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26)2026-07-13
VTC introduces virtual tensor representations that map logical indices to multiple physical buffers to eliminate intermediate data-movement kernels, implements…
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Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUsPLDI 20262026-06-15
Neptune is a tensor compiler that implements advanced operator fusion by deliberately breaking loop-carried dependencies and synthesizing algebraic repair…
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MISAAL: Synthesis-Based Automatic Generation of Efficient and Retargetable(…)PLDI 20252025-06-16
MISAAL is a synthesis-based compiler that moves expensive synthesis offline, uses instruction semantics to generate automated swizzle operators and…
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Why Digital Agriculture is Fertile Ground for Software Systems ResearchSPLASH 20202020-11-15
Argues that digital agriculture yields concrete CS problems and solutions: a compiler/runtime stack HPVM (LLVM-based) and an autotuner ApproxTuner target edge…
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Guided Linking: Dynamic Linking without the CostsOOPSLA 20202020-11-15
Guided Linking merges a developer-chosen optimized set into a single merged library (LLVM-based, using LTO+PGO), then uses developer-supplied constraints like…
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