Kuan-Cheng Chen

Kin K. Leung

CoRR, July, 2025

Special-Unitary Parameterization for Trainable Variational Quantum Circuits.

[BibT_eX]

[DOI]

CoRR, July, 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

Learning to Learn with Quantum Optimization via Quantum Neural Networks.

[BibT_eX]

[DOI]

Hiromichi Matsuyama

Wei-Hao Huang

CoRR, May, 2025

Robust Decentralized Quantum Kernel Learning for Noisy and Adversarial Environment.

[BibT_eX]

[DOI]

CoRR, April, 2025

Validating large-scale quantum machine learning: efficient simulation of quantum support vector machines using tensor networks.

[BibT_eX]

[DOI]

Mach. Learn. Sci. Technol., 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

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

Quantum Kernel-Based Long Short-term Memory.

[BibT_eX]

[DOI]

Yu-Chao Hsu

Tai-Yu Li

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

Consensus-based Distributed Quantum Kernel Learning for Speech Recognition.

[BibT_eX]

[DOI]

Wenxuan Ma

Xiaotian Xu

Proceedings of the IEEE International Conference on Acoustics, 2025

2024

Quantum Kernel-Based Long Short-term Memory for Climate Time-Series Forecasting.

[BibT_eX]

[DOI]

CoRR, 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

cuTN-QSVM: cuTensorNet-accelerated Quantum Support Vector Machine with cuQuantum SDK.

[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

HamilToniQ: An Open-Source Benchmark Toolkit for Quantum Computers.

[BibT_eX]

[DOI]

Xiaotian Xu

Robert Wille

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

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

Quantum Computing for Climate Resilience and Sustainability Challenges.

[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

Generalised Circuit Partitioning for Distributed Quantum Computing.

[BibT_eX]

[DOI]

Felix Burt

Kin K. Leung

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

Learning Quantum Phase Estimation by Variational Quantum Circuits.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 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

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

[BibT_eX]

[DOI]

CoRR, 2023

Quantum-Error-Mitigated Detectable Byzantine Agreement with Dynamical Decoupling for Distributed Quantum Computing.

[BibT_eX]

[DOI]

Matthew Prest

CoRR, 2023

Short-Depth Circuits and Error Mitigation for Large-Scale GHZ-State Preparation, and Benchmarking on IBM's 127-Qubit System.

[BibT_eX]

[DOI]

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

Security-aware Physical Design against Trojan Insertion, Frontside Probing, and Fault Injection Attacks.

[BibT_eX]

[DOI]

Proceedings of the 2023 International Symposium on Physical Design, 2023

Toward Parallelism-Optimal Topology Generation for Wavelength-Routed Optical NoC Designs.

[BibT_eX]

[DOI]

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

Thermal-aware optical-electrical routing codesign for on-chip signal communications.

[BibT_eX]

[DOI]

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

2019

An Innovative Constant Voltage Control Method of PMSM-Type ISG Under Wide Engine Speed Range for Scooter With Idling Stop.

[BibT_eX]

[DOI]

IEEE Access, 2019

2016

Reduce the cogging torque of Axial Flux Permanent Magnet synchronous motor for light electric vehicle applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Industrial Technology, 2016

2015

Modeling and analysis of IPM synchronous motor under six step voltage control by fourier series.

[BibT_eX]

[DOI]

Ming-Shi Huang