All Stories

  1. From Loop Nests to Silicon: Mapping AI Workloads onto AMD NPUs with MLIR-AIR

    Article • ACM Transactions on Reconfigurable Technology and Systems, May 2026, ACM (Association for Computing Machinery)

    Niansong Zhang, Endri Taka

  2. Striking the Balance: GEMM Performance Optimization Across Generations of Ryzen™ AI NPUs

    Article • February 2026, ACM (Association for Computing Machinery)

    Endri Taka

  3. Performance Analysis of GEMM Workloads on the AMD Versal Platform

    Article • February 2025, ACM (Association for Computing Machinery)

    Venkata Guru Prasanth Mulleti, Endri Taka

  4. Systolic Sparse Tensor Slices: FPGA Building Blocks for Sparse and Dense AI Acceleration

    Article • February 2025, ACM (Association for Computing Machinery)

    Endri Taka