Cornell Zhang Research Group

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

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Binarized Convolutional Neural Networks on Software-Programmable FPGAs

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

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

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Conditional channel- and precision-pruning on neural networks

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DNN quantization with outlier channel splitting

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

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

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A graph linear algebra overlay

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