 Introduction to Quantum Machine Learning and Quantum Architecture SearchInternational Symposium on Circuits and Systems (ISCAS), 2025 |
 Quantum Machine Learning: An Interplay Between Quantum Computing and
Machine LearningInternational Symposium on Circuits and Systems (ISCAS), 2024 |
 An Introduction to Quantum Reinforcement Learning (QRL)Information and Communication Technology Convergence (ICTC), 2024 Samuel Yen-Chi Chen |
 Quantum Gradient Class Activation Map for Model InterpretabilityIEEE Workshop on Signal Processing Systems (SiPS), 2024 |
 Quantum Machine Learning Architecture Search via Deep Reinforcement
LearningInternational Conference on Quantum Computing and Engineering (QCE), 2024 |
 Quantum Advantage Actor-Critic for Reinforcement LearningInternational Conference on Agents and Artificial Intelligence (ICAART), 2024 |
 Quantum Federated Learning With Quantum NetworksIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 |
 Federated Quantum Machine Learning with Differential PrivacyIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 |
 Efficient quantum recurrent reinforcement learning via quantum reservoir
computingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 |
 Quantum deep Q learning with distributed prioritized experience replayInternational Conference on Quantum Computing and Engineering (QCE), 2023 |
 Quantum Imitation LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 |
 Tensor networks for quantum machine learningProceedings of the Royal Society A (Proc. R. Soc. A), 2023 |
 Optimizing Quantum Federated Learning Based on Federated Quantum Natural
Gradient DescentIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 |
 Problem-Dependent Power of Quantum Neural Networks on Multi-Class
ClassificationPhysical Review Letters (PRL), 2022 |
 Quantum deep recurrent reinforcement learningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 |
 Theoretical Error Performance Analysis for Variational Quantum Circuit
Based Functional Regressionnpj Quantum Information (NQI), 2022 |
 Federated Quantum Machine LearningEntropy (Entropy), 2021 |
