Author

Jing-Yan Xu

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#machine learning Preprint Oct 2026

Diversity-Aware Ensemble of Quantum-Classical Models via Combinatorial Fusion

Variational quantum circuits (VQCs) are highly sensitive to circuit architecture, yet most quantum machine learning pipelines select a single best design and discard the remaining candidates. This paper addresses whether the structural diversity across quantum circuit search spaces can be used to produce stronger predi...

Jing-Yan Xu, Yuan-Hong Wu, Samuel Yen-Chi Chen et al. · 0 citations

Preprint Sep 2026

When AI Agents Meet MEV: Cross-Chain Arbitrage in the Agentic Economy

We study cross-chain arbitrage when autonomous AI agents, rather than humans or bots, are the searchers. We model agents as both arbitrage extractors and Maximal Extractable Value targets, derive the optimal trade size for a risk-averse agent under mean-variance utility with stochastic bridge delays, and formalize mult...

Wei Ye, Jing-Yan Xu, Yuan-Hong Wu · 0 citations