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ENTITY Roman Knyazhitskiy

Roman Knyazhitskiy

PulseAugur coverage of Roman Knyazhitskiy — every cluster mentioning Roman Knyazhitskiy across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_106771 ·

    New GNN method speeds up link prediction with early exits

    Researchers have developed early-exit strategies for Graph Neural Networks (GNNs) to improve inference speed in link prediction tasks. This approach allows GNNs to exit early without explicit auxiliary losses, potential…

  2. RESEARCH · CL_93831 ·

    New research explores faster GNNs and unified theory · 2 papers tracked

    Two recent arXiv papers explore advancements in graph neural networks (GNNs). The first paper introduces early-exit strategies for GNNs to improve inference speed without significantly sacrificing prediction quality, de…