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@cornell-zhang

Cornell Zhang Research Group

Popular repositories

  1. heterocl heterocl Public

    HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing

    Python 316 95

  2. bnn-fpga bnn-fpga Public

    Binarized Convolutional Neural Networks on Software-Programmable FPGAs

    C 290 111

  3. rosetta rosetta Public

    Rosetta: A Realistic High-level Synthesis Benchmark Suite for Software Programmable FPGAs

    C++ 153 37

  4. dnn-quant-ocs dnn-quant-ocs Public

    DNN quantization with outlier channel splitting

    Python 108 18

  5. GraphZoom GraphZoom Public

    GraphZoom: A Multi-level Spectral Approach for Accurate and Scalable Graph Embedding

    Python 108 15

  6. FracBNN FracBNN Public

    FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations

    Python 79 18

Repositories

Showing 10 of 29 repositories
  • MLIR 20 Apache-2.0 0 4 0 Updated Apr 23, 2024
  • heterocl Public

    HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing

    Python 316 Apache-2.0 95 89 13 Updated Apr 20, 2024
  • allo Public

    Allo: A Programming Model for Composable Accelerator Design

    Python 63 Apache-2.0 6 17 0 Updated Apr 15, 2024
  • HOGA Public

    Hop-Wise Graph Attention for Scalable and Generalizable Learning on Circuits

    Python 18 BSD-3-Clause 1 0 0 Updated Apr 13, 2024
  • allo-pldi24-artifact Public

    Artifact evaluation of PLDI'24 paper "Allo: A Programming Model for Composable Accelerator Design"

    VHDL 11 Apache-2.0 1 0 0 Updated Apr 11, 2024
  • Polynormer Public

    Polynormer: Polynomial-Expressive Graph Transformer in Linear Time

    Python 21 BSD-3-Clause 1 0 0 Updated Apr 6, 2024
  • hcl-dialect Public

    HeteroCL-MLIR dialect for accelerator design

    C++ 33 13 25 2 Updated Jan 23, 2024
  • rosetta Public

    Rosetta: A Realistic High-level Synthesis Benchmark Suite for Software Programmable FPGAs

    C++ 153 BSD-3-Clause 37 1 1 Updated Nov 7, 2023
  • GARNET Public

    GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks

    Python 33 BSD-3-Clause 0 1 0 Updated Oct 1, 2023
  • GraphLily Public

    A graph linear algebra overlay

    C++ 47 BSD-3-Clause 2 0 0 Updated Apr 26, 2023

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