2 papers
quant-ph2025
Unsupervised Feature Extraction and Reconstruction Using Parameterized Quantum Circuits
Li-An Lo, Li-Yi Hsu, En-Jui Kuo
Autoencoders are fundamental tools in classical computing for unsupervised feature extraction, dimensionality reduction, and generative learning. The Quantum Autoencoder (QAE), int…
quant-ph2024
Self-Testing Quantum Error Correcting Codes: Analyzing Computational Hardness
En-Jui Kuo, Li-Yi Hsu
We present a generalization of the tilted Bell inequality for quantum [[n,k,d]] error-correcting codes and explicitly utilize the simplest perfect code, the [[5,1,3]] code, the Ste…