Ran Miao

works on

neural decoder 1 noise adaptation 1 pre-decoding 1 quantum error correction 1 surface code 1

From the 1 of 2 linked papers with an AI index.

collaborators

2 papers

cs.LG2026

QAdapt: A Noise-Adaptive Neural Pre-Decoding Framework for Quantum Error Correction

Ran Miao, Rui Luo, Xiaohan Shan +1

QAdapt is a neural pre‑decoding framework that adapts to changing, heterogeneous quantum hardware noise, captures local spatiotemporal syndrome correlations, and passes a reduced s…

cs.AI2025

$A g e n t^{2}$ : An Agent-Generates-Agent Framework for Reinforcement Learning Automation

Yuan Wei, Xiaohan Shan, Ran Miao +1

Reinforcement learning (RL) agent development traditionally requires substantial expertise and iterative effort, often leading to high failure rates and limited accessibility. This…

QAdapt: A Noise-Adaptive Neural Pre-Decoding Framework for Quantum Error Correction

Agent2: An Agent-Generates-Agent Framework for Reinforcement Learning Automation

$A g e n t^{2}$ : An Agent-Generates-Agent Framework for Reinforcement Learning Automation