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FastCode is a token-efficient framework for comprehensive code understanding and analysis: delivering superior speed, exceptional accuracy, and cost-effectiveness for large-scale codebases and ...

Abstract: Surface codes have emerged as a promising approach for protecting quantum information against decoherence in quantum computation and communication. In this paper, we investigate the ...

Abstract: In this paper, we propose a novel decoding method for Quantum Low-Density Parity-Check (QLDPC) codes based on Graph Neural Networks (GNNs). Similar to the Belief Propagation (BP)-based QLDPC ...