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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Ling-Ling Lao

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Preprint Sep 2026

Approximate maximum-likelihood decoding via truncated free energies

Maximum-likelihood decoding (MLD) achieves the minimum logical error rate of stabilizer codes under known i.i.d. Pauli noise, but its exact evaluation is \#P-hard. Practical pipelines therefore approximate MLD by minimum-weight decoding (MWD), retaining only the lowest-weight recovery per syndrome and discarding the co...

Yuan-Qi Liu, Wei-Lei Zeng, Jun-Jie Wu et al. · 0 citations
Preprint Aug 2026

Real-time decoding of quantum error correction codes using high-performance computing

This work presents a scalable framework for real-time decoding in fault-tolerant quantum computing that can be readily applied to quantum-centric supercomputers that feature tight integration between QPU and HPC resources, thereby enabling efficient support for hybrid quantum-classical algorithms and computation-intens...

Ling-Ling Lao, Qiang Wang, Yuan-Qi Liu et al. · 1 citation

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