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Open access Sep 2026

Mode-pairing quantum key distribution with a heralded single-photon source.

Mode-pairing quantum key distribution (MP-QKD) is a promising protocol immune to detector side-channel attacks and capable of breaking the repeaterless PLOB bound without global phase locking. Existing MP-QKD protocols employ weak coherent sources (WCSs) with a low probability of single-photon emission, hindering MP-QK...

Cheng Zhang, Jia-Wei Ying, Cheng Liu et al. · 0 citations
#artificial intelligence Preprint Jun 2025

Towards Provable and Scalable Training of Quantized Neural Networks with Ising Optimization

This work introduces an exact Quadratic Constrained Binary Optimization (QCBO) framework with provable guarantees and describes the stratified topology of network zero-loss level sets, demonstrating resilience against low-bit representational collapse.

Wenxin Li, Chuan Wang, Hongdong Zhu et al. · 5 citations

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