Showing quant-phShow all
3 papers · 1 filter
quant-ph2026
SAQNN: Spectral Adaptive Quantum Neural Network as a Universal Approximator
Jialiang Tang, Jialin Zhang, Xiaoming Sun
Quantum machine learning (QML), as an interdisciplinary field bridging quantum computing and machine learning, has garnered significant attention in recent years. Currently, the fi…
quant-ph2025
A Unified Complexity-Algorithm Account of Constant-Round QAOA Expectation Computation
Jingheng Wang, Shengminjie Chen, Xiaoming Sun +1
The Quantum Approximate Optimization Algorithm (QAOA) is widely studied for combinatorial optimization and has achieved significant advances both in theoretical guarantees and prac…
quant-ph2025
Quantum circuit synthesis with SQiSW
Jialiang Tang, Jialin Zhang, Xiaoming Sun
The primary objective of quantum circuit synthesis is to efficiently and accurately realize specific quantum algorithms or operations utilizing a predefined set of quantum gates, w…