Author

Tianxiang Zhan

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Open access Aug 2026

Unified Architecture for Continuous-Variable Quantum Cryptography Communication over a Free-Space Channel

A unified local local oscillator (LLO) quantum cryptography architecture operating over a free-space channel is proposed and experimentally demonstrated, validating the feasibility of integrated quantum cryptography architectures in complex environments.

Tian-Xiang Zhan, Peng Huang, Hua-Sheng Li et al. · Chinese Physics Letters · 0 citations

#machine learning May 2025

Continuous Evolution Pool: Taming Recurring Concept Drift in Online Time Series Forecasting

The Continuous Evolution Pool (CEP), a replay-free framework that maintains a dynamic pool of specialized forecasters, is proposed, which employs a retrieval mechanism to identify the nearest concept based on gene similarity, an evolution strategy to spawn new forecasters upon detecting distribution shifts, and an elim...

Tianxiang Zhan, Ming Jin, Yuanpeng He et al. · arXiv.org · 3 citations