Author name: Chi-Sheng Chen, En-Jui Kuo

Do Quantum Transformers Help? A Systematic VQC Architecture Comparison on Tabular Benchmarks

Chi-Sheng Chen, En-Jui Kuo / April 28, 2026

arXiv:2604.23931v1 Announce Type: cross
Abstract: Variational quantum circuits (VQCs) are a leading approach to quantum machine learning on near-term devices, yet it remains unclear which circuit architecture yields the best accuracy-parameter trade-o…

cs.LG, quant-ph

Quantum Adaptive Self-Attention for Quantum Transformer Models

Chi-Sheng Chen, En-Jui Kuo / April 23, 2026

arXiv:2504.05336v3 Announce Type: replace-cross
Abstract: Integrating quantum computing into deep learning architectures is a promising but poorly understood endeavor: when does a quantum layer actually help, and how much quantum is enough? We address…