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Chen-Yu Liu
Chen-Yu Liu
PhD candidate of Applied Physics, NTU
Verified email at g.ntu.edu.tw - Homepage
Title
Cited by
Cited by
Year
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
312017
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
162024
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
152024
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
152024
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
132022
Learning Quantum Phase Estimation by Variational Quantum Circuits
CY Liu, CHA Lin, KC Chen
2024 International Joint Conference on Neural Networks (IJCNN), 2024
122024
Reinforcement Learning Quantum Local Search
CY Liu, HS Goan
2023 IEEE International Conference on Quantum Computing and Engineering (QCE), 2023
122023
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
112024
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
102024
Random sampling neural network for quantum many-body problems
CY Liu, DW Wang
Physical Review B 103 (20), 205107, 2021
82021
Practical Quantum Search by Variational Quantum Eigensolver on Noisy Intermediate-scale Quantum Hardware
CY Liu
2023 International Conference on Computational Science and Computational …, 2023
72023
Federated quantum-train with batched parameter generation
CY Liu, SYC Chen
2024 15th International Conference on Information and Communication …, 2024
62024
Chaotic motion of charged particles around a weakly magnetized Kerr-Newman black hole
CY Liu
arXiv preprint arXiv:1806.09993, 2018
62018
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
42025
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
42024
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
32025
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
22025
Parallel Quantum Local Search via Evolutionary Mechanism
CY Liu, KC Chen
arXiv preprint arXiv:2406.06445, 2024
22024
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