Author

Haifeng Wu

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#artificial intelligence Preprint Sep 2026

QART: A Quantum-Classical Hybrid Architecture for Long-Horizon Reasoning -- Exploring a Conditional Path toward Quantum Scaling

Long-horizon reasoning is vulnerable to early errors that compromise later decisions. We present QART, the Quantum-Augmented Reasoning Transformer, a quantum--classical hybrid architecture combining a backbone language model with quantum encoding, CIM-based QUBO optimization, and quantum decoding. Semantic information...

Le-Hao Lin, Yuheng Cheng, Guolong Liu et al. · 0 citations

#machine learning Preprint Aug 2026

Task-to-Model Optimization for Enterprise LLM Coding Assistants: A Data-Driven Framework for Cost-Optimal Routing

This work presents Task-to-Model Optimization (T2MO), a data-driven methodology for optimizing model selection in production coding workflows, and describes the methodology, optimization objective, evaluation protocol, and governance loop in a form suitable for production deployment and future empirical study.

Srinivasan Manoharan, Junhua Zhao, Fang Tu et al. · 0 citations