Hybrid Quantum Neural Network in High-dimensional Data Classification. - Hao-Yuan Chen; Yen-Jui Chang; Shih-Wei Liao; Ching-Ray Chang (CoRR, 2023)

Quantum-Inspired Acceleration for Image Reconstruction on Ising Machines. - Yen-Jui Chang; Hao-Yuan Chen; Ying Chang Lu; Lien-Po Yu; Chao-Ming Fu; Ching-Ray Chang (QCE, 2024)

Quantum Embedding with Transformer for High-dimensional Data. - Hao-Yuan Chen; Yen-Jui Chang; Shih-Wei Liao; Ching-Ray Chang (CoRR, 2024)

Efficient Bitcoin Address Classification Using Quantum-Inspired Feature Selection. - Ming-Fong Sie; Yen-Jui Chang; Chien-Lung Lin; Ching-Ray Chang; Shih-Wei Liao (CoRR, 2024)

A novel approach for quantum financial simulation and quantum state preparation. - Yen-Jui Chang; Wei-Ting Wang; Hao-Yuan Chen; Shih-Wei Liao; Ching-Ray Chang (Quantum Mach. Intell., 2024)

Deep Q-learning with hybrid quantum neural network on solving maze problems. - Hao-Yuan Chen; Yen-Jui Chang; Shih-Wei Liao; Ching-Ray Chang (Quantum Mach. Intell., 2024)

Quantum Walks-Based Adaptive Distribution Generation with Efficient CUDA-Q Acceleration. - Yen-Jui Chang; Wei-Ting Wang; Chen-Yu Liu; Yun-Yuan Wang; Ching-Ray Chang (CoRR, 2025)

Quantum-Enhanced Parameter-Efficient Learning for Typhoon Trajectory Forecasting. - Chen-Yu Liu; Kuan-Cheng Chen; Yi-Chien Chen; Samuel Yen-Chi Chen; Wei-Hao Huang; Wei-Jia Huang; Yen-Jui Chang (CoRR, 2025)

Differentiable Quantum Architecture Search in Quantum-Enhanced Neural Network Parameter Generation. - Samuel Yen-Chi Chen; Chen-Yu Liu; Kuan-Cheng Chen; Wei-Jia Huang; Yen-Jui Chang; Wei-Hao Huang (CoRR, 2025)