Chen-Yu Liu

Sabato Marco Siniscalchi

Chao-Han Huck Yang

Min-Hsiu Hsieh

CoRR, June, 2025

Differentiable Quantum Architecture Search in Quantum-Enhanced Neural Network Parameter Generation.

[BibT_eX]

[DOI]

CoRR, May, 2025

Quantum-Enhanced Parameter-Efficient Learning for Typhoon Trajectory Forecasting.

[BibT_eX]

[DOI]

CoRR, May, 2025

Distributed Quantum Neural Networks on Distributed Photonic Quantum Computing.

[BibT_eX]

[DOI]

CoRR, May, 2025

Quantum Walks-Based Adaptive Distribution Generation with Efficient CUDA-Q Acceleration.

[BibT_eX]

[DOI]

CoRR, April, 2025

Toward Large-Scale Distributed Quantum Long Short-Term Memory with Modular Quantum Computers.

[BibT_eX]

[DOI]

Proceedings of the International Wireless Communications and Mobile Computing, 2025

Resource-Efficient Compilation of Distributed Quantum Circuits for Solving Large-Scale Wireless Communication Network Problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

A Quantum Circuit-Based Compression Perspective for Parameter-Efficient Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Quantum-Train with Tensor Network Mapping Model and Distributed Circuit Ansatz.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Quantum-Trained Convolutional Neural Network for Deepfake Audio Detection.

[BibT_eX]

[DOI]

Samuel Yen-Chi Chen

Proceedings of the IEEE International Conference on Acoustics, 2025

CompressedMediQ: Hybrid Quantum Machine Learning Pipeline for High-Dimensional Neuroimaging Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2025

2024

Quantum-Train-Based Distributed Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2024

CompressedMediQ: Hybrid Quantum Machine Learning Pipeline for High-Dimensional Neuroimaging Data.

[BibT_eX]

[DOI]

CoRR, 2024

Noise-Aware Distributed Quantum Approximate Optimization Algorithm on Near-term Quantum Hardware.

[BibT_eX]

[DOI]

CoRR, 2024

Multi-GPU-Enabled Hybrid Quantum-Classical Workflow in Quantum-HPC Middleware: Applications in Quantum Simulations.

[BibT_eX]

[DOI]

CoRR, 2024

QTRL: Toward Practical Quantum Reinforcement Learning via Quantum-Train.

[BibT_eX]

[DOI]

Chao-Han Huck Yang

Min-Hsiu Hsieh

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

Introduction to Quantum-Train Toolkit.

[BibT_eX]

[DOI]

Wei-Jia Huang

Min-Hsiu Hsieh

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

Training Classical Neural Networks by Quantum Machine Learning.

[BibT_eX]

[DOI]

En-Jui Kuo

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

Quantum-Train Long Short-Term Memory: Application on Flood Prediction Problem.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

Noise-Aware Distributed Quantum Approximate Optimization Algorithm on Near-Term Quantum Hardware.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

Implementation of Trained Factorization Machine Recommendation System on Quantum Annealer.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

Learning Quantum Phase Estimation by Variational Quantum Circuits.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

Federated Quantum-Train with Batched Parameter Generation.

[BibT_eX]

[DOI]

Samuel Yen-Chi Chen

Proceedings of the 15th International Conference on Information and Communication Technology Convergence, 2024

Quantum-Enhanced Support Vector Machine for Large-Scale Multi-class Stellar Classification.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

2023

Examining the implementation of academic vocabulary, lexical density, and speech rate features on OpenCourseWare and MOOC lectures.

[BibT_eX]

[DOI]

Interact. Learn. Environ., November, 2023

A Fast and More Accurate Seed-and-Extension Density-Based Clustering Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., June, 2023

Quantum-Enhanced Support Vector Machine for Large-Scale Stellar Classification with GPU Acceleration.

[BibT_eX]

[DOI]

CoRR, 2023

Reinforcement Learning Quantum Local Search.

[BibT_eX]

[DOI]

Hsi-Sheng Goan

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

An Automated Toolchain for QUBO-based Optimization with Quantum-inspired Annealers.

[BibT_eX]

[DOI]

Proceedings of the 20th International SoC Design Conference, 2023

2022

Traffic Violation Detection via Depth and Gradient Angle Change.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Intelligent Transportation Engineering, 2022

2020

A Trajectory Prediction Method Based on Social Forces, Scene Information and Motion Habit.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Consumer Electronics (ICCE), 2020

2019

Development and evaluation of an automatic text annotation system for supporting digital humanities research.

[BibT_eX]

[DOI]

Chih-Ming Chen

Yung-Ting Chen

Libr. Hi Tech, 2019

2018

An Automatic Text Annotation System to Improve Reading Comprehension of Chinese Ancient Texts.

[BibT_eX]

[DOI]

Hsiao-Ting Tsai

Chih-Ming Chen