Geodesic motion of neutral particles around a Kerr–Newman black hole CY Liu, DS Lee, CY Lin Classical and Quantum Gravity 34 (23), 235008, 2017 | 31 | 2017 |
Quantum-enhanced support vector machine for large-scale multi-class stellar classification KC Chen, X Xu, H Makhanov, HH Chung, CY Liu International Conference on Intelligent Computing, 155-168, 2024 | 21* | 2024 |
Training classical neural networks by quantum machine learning CY Liu, EJ Kuo, CHA Lin, S Chen, JG Young, YJ Chang, MH Hsieh 2024 IEEE International Conference on Quantum Computing and Engineering (QCE), 2024 | 16 | 2024 |
Quantum-Train Long Short-Term Memory: Application on Flood Prediction Problem CHA Lin, CY Liu, KC Chen 2024 IEEE International Conference on Quantum Computing and Engineering (QCE), 2024 | 15 | 2024 |
QTRL: Toward Practical Quantum Reinforcement Learning via Quantum-Train CY Liu, CHA Lin, CHH Yang, KC Chen, MH Hsieh 2024 IEEE International Conference on Quantum Computing and Engineering (QCE), 2024 | 15 | 2024 |
Quantum-hpc framework with multi-gpu-enabled hybrid quantum-classical workflow: Applications in quantum simulations KC Chen, X Li, X Xu, YY Wang, CY Liu 2024 International Conference on Quantum Communications, Networking, and …, 2024 | 13* | 2024 |
Hybrid Gate-Based and Annealing Quantum Computing for Large-Size Ising Problems CY Liu, HS Goan arXiv preprint arXiv:2208.03283, 2022 | 13 | 2022 |
Learning Quantum Phase Estimation by Variational Quantum Circuits CY Liu, CHA Lin, KC Chen 2024 International Joint Conference on Neural Networks (IJCNN), 2024 | 12 | 2024 |
Reinforcement Learning Quantum Local Search CY Liu, HS Goan 2023 IEEE International Conference on Quantum Computing and Engineering (QCE), 2023 | 12 | 2023 |
Implementation of Trained Factorization Machine Recommendation System on Quantum Annealer CY Liu, HY Wang, PY Liao, CJ Lai, MH Hsieh 2024 International Joint Conference on Neural Networks (IJCNN), 2024 | 11 | 2024 |
Quantum-Train: Rethinking Hybrid Quantum-Classical Machine Learning in the Model Compression Perspective CY Liu, EJ Kuo, CHA Lin, JG Young, YJ Chang, MH Hsieh, HS Goan arXiv preprint arXiv:2405.11304, 2024 | 10 | 2024 |
Random sampling neural network for quantum many-body problems CY Liu, DW Wang Physical Review B 103 (20), 205107, 2021 | 8 | 2021 |
Practical Quantum Search by Variational Quantum Eigensolver on Noisy Intermediate-scale Quantum Hardware CY Liu 2023 International Conference on Computational Science and Computational …, 2023 | 7 | 2023 |
Federated quantum-train with batched parameter generation CY Liu, SYC Chen 2024 15th International Conference on Information and Communication …, 2024 | 6 | 2024 |
Chaotic motion of charged particles around a weakly magnetized Kerr-Newman black hole CY Liu arXiv preprint arXiv:1806.09993, 2018 | 6 | 2018 |
CompressedMediQ: Hybrid Quantum Machine Learning Pipeline for High-Dimensional Neuroimaging Data KC Chen, YT Li, TY Li, CY Liu 2025 IEEE International Conference on Acoustics, Speech, and Signal …, 2025 | 4 | 2025 |
Noise-Aware Distributed Quantum Approximate Optimization Algorithm on Near-term Quantum Hardware KC Chen, X Xu, F Burt, CY Liu 2024 IEEE International Conference on Quantum Computing and Engineering (QCE), 2024 | 4 | 2024 |
Quantum-Trained Convolutional Neural Network for Deepfake Audio Detection CHA Lin, CY Liu, SYC Chen, KC Chen 2025 IEEE International Conference on Acoustics, Speech, and Signal …, 2025 | 3 | 2025 |
Quantum-train with tensor network mapping model and distributed circuit ansatz CY Liu, CHA Lin, KC Chen 2025 IEEE International Conference on Acoustics, Speech, and Signal …, 2025 | 2 | 2025 |
Parallel Quantum Local Search via Evolutionary Mechanism CY Liu, KC Chen arXiv preprint arXiv:2406.06445, 2024 | 2 | 2024 |