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Cornell Zhang Research Group

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  1. heterocl heterocl Public

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

    Python 338 93

  2. bnn-fpga bnn-fpga Public

    Binarized Convolutional Neural Networks on Software-Programmable FPGAs

    C 306 112

  3. allo allo Public

    Allo: A Programming Model for Composable Accelerator Design

    Python 239 46

  4. rosetta rosetta Public

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

    C++ 165 41

  5. GraphZoom GraphZoom Public

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

    Python 114 15

  6. dnn-quant-ocs dnn-quant-ocs Public

    DNN quantization with outlier channel splitting

    Python 113 18

Repositories

Showing 10 of 35 repositories
  • heurigym Public

    Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization

    cornell-zhang/heurigym’s past year of commit activity
    Python 24 Apache-2.0 1 0 0 Updated Jun 22, 2025
  • allo Public

    Allo: A Programming Model for Composable Accelerator Design

    cornell-zhang/allo’s past year of commit activity
    Python 239 Apache-2.0 46 27 7 Updated Jun 12, 2025
  • preprop-gnn Public

    Artifact of the MLSys25' paper "GRAPH LEARNING AT SCALE: CHARACTERIZING AND OPTIMIZING PRE-PROPAGATION GNNS"

    cornell-zhang/preprop-gnn’s past year of commit activity
    Python 10 0 0 0 Updated Apr 4, 2025
  • cornell-zhang/allo-tutorials’s past year of commit activity
    Jupyter Notebook 6 1 0 0 Updated Mar 11, 2025
  • UniSparse Public

    Code base for OOPSLA'24 paper: UniSparse: An Intermediate Language for General Sparse Format Customization

    cornell-zhang/UniSparse’s past year of commit activity
    MLIR 30 Apache-2.0 0 4 0 Updated Nov 12, 2024
  • cornell-zhang/past-python-bindings’s past year of commit activity
    C++ 3 1 0 0 Updated Oct 16, 2024
  • HiSparse Public

    High-Performance Sparse Linear Algebra on HBM-Equipped FPGAs Using HLS

    cornell-zhang/HiSparse’s past year of commit activity
    C++ 92 BSD-3-Clause 11 1 1 Updated Sep 27, 2024
  • hcl-dialect Public

    HeteroCL-MLIR dialect for accelerator design

    cornell-zhang/hcl-dialect’s past year of commit activity
    C++ 41 15 24 3 Updated Sep 18, 2024
  • HOGA Public

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

    cornell-zhang/HOGA’s past year of commit activity
    Python 30 BSD-3-Clause 5 1 0 Updated Aug 25, 2024
  • llm-datatypes Public

    Codebase for ICML'24 paper: Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs

    cornell-zhang/llm-datatypes’s past year of commit activity
    Python 26 Apache-2.0 2 0 0 Updated Jun 25, 2024

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