Chen, Kuan-Cheng
- Validating Large-Scale Quantum Machine Learning: Efficient Simulation of Quantum Support Vector Machines Using Tensor Networks
2024/05/04 by Kuan‐Cheng Chen, Chen, Kuan-Cheng, Tai-Yue Li +13 · 9 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Quantum Computing Algorithms and Architecture #Spectroscopy Techniques in Biomedical and Chemical Research
- Quantum Kernel-Based Long Short-term Memory for Climate Time-Series Forecasting
2024/12/12 by Hsu, Yu-Chao, Chen, Nan-Yow, Li, Tai-Yu +3 · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- QTRL: Toward Practical Quantum Reinforcement Learning via Quantum-Train
2024/07/08 by Liu, Chen-Yu, Lin, Chu-Hsuan Abraham, Yang, Chao-Han Huck +2 · 4 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Multi-GPU-Enabled Hybrid Quantum-Classical Workflow in Quantum-HPC Middleware: Applications in Quantum Simulations
2024/03/09 by Chen, Kuan-Cheng, Li, Xiaoren, Xu, Xiaotian +2 · 3 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Parallel #Quantum Physics (quant-ph) #and Cluster Computing (cs.DC)
- Quantum Kernel-Based Long Short-term Memory
2024/11/20 by Tai-Yu Li, Hsu, Yu-Chao, Li, Tai-Yu +2 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Neural Networks and Applications #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- CompressedMediQ: Hybrid Quantum Machine Learning Pipeline for High-Dimensional Neuroimaging Data
2024/09/13 by Kuan‐Cheng Chen, Yi-Tien Li, Chen, Kuan-Cheng +9 · 3 citations
Computer Science · #Computational Physics and Python Applications #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Parallel #Quantum Physics (quant-ph) #and Cluster Computing (cs.DC)
- Federated Quantum-Train Long Short-Term Memory for Gravitational Wave Signal
2025/03/20 by Liu, Chen-Yu, Chen, Samuel Yen-Chi, Chen, Kuan-Cheng +2 · 5 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Programming Variational Quantum Circuits with Quantum-Train Agent
2024/12/02 by Chen-Yu Liu, Samuel Yen-Chi Chen, Liu, Chen-Yu +7 · 4 citations
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
- Quantum-Train Long Short-Term Memory: Application on Flood Prediction Problem
2024/07/11 by Lin, Chu-Hsuan Abraham, Liu, Chen-Yu, Chen, Kuan-Cheng · 3 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Shedding Light on the Future: Exploring Quantum Neural Networks through Optics
2024/09/04 by Shang Yu, Zhian Jia, Yu, Shang +17 · 2 citations
Computer Science · #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture
- Quantum-Trained Convolutional Neural Network for Deepfake Audio Detection
2024/10/11 by Chu-Hsuan Abraham Lin, Lin, Chu-Hsuan Abraham, Liu, Chen-Yu +4 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Currency Recognition and Detection #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Quantum Physics (quant-ph) #Sound (cs.SD) #electronic engineering #information engineering
- Toward Large-Scale Distributed Quantum Long Short-Term Memory with Modular Quantum Computers
2025/03/18 by Chen, Kuan-Cheng, Chen, Samuel Yen-Chi, Liu, Chen-Yu +1 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)
- A Multilevel Framework for Partitioning Quantum Circuits
2025/03/24 by Burt, Felix, Chen, Kuan-Cheng, Leung, Kin K. · 2 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Quantum-Enhanced Support Vector Machine for Large-Scale Stellar Classification with GPU Acceleration
2023/11/21 by Kuan‐Cheng Chen, Xiaotian Xu, Chen, Kuan-Cheng +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Spectroscopy Techniques in Biomedical and Chemical Research #Quantum Computing Algorithms and Architecture #Blind Source Separation Techniques
- Quantum-Error-Mitigated Detectable Byzantine Agreement with Dynamical Decoupling for Distributed Quantum Computing
2023/11/06 by Matthew Prest, Kuan‐Cheng Chen, Prest, Matthew +1 · 1 citation
Computer Science · Physics and Astronomy · #Blockchain Technology Applications and Security #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Parallel #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph) #and Cluster Computing (cs.DC)
- Quantum-Train-Based Distributed Multi-Agent Reinforcement Learning
2024/12/12 by Kuan‐Cheng Chen, Chen, Kuan-Cheng, Samuel Yen-Chi Chen +5 · 4 citations
Computer Science · #Neural Networks and Reservoir Computing #Quantum Information and Cryptography
- Consensus-based Distributed Quantum Kernel Learning for Speech Recognition
2024/09/09 by Chen, Kuan-Cheng, Ma, Wenxuan, Xu, Xiaotian · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Parallel #Quantum Physics (quant-ph) #and Cluster Computing (cs.DC)
- Quantum Adaptive Excitation Network with Variational Quantum Circuits for Channel Attention
2025/07/15 by Hsu, Yu-Chao, Chen, Kuan-Cheng, Li, Tai-Yue +1 · 2 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Robust Decentralized Quantum Kernel Learning for Noisy and Adversarial Environment
2025/04/18 by Ma, Wenxuan, Chen, Kuan-Cheng, Yu, Shang +2 · 3 citations
#Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Parallel #Quantum Physics (quant-ph) #and Cluster Computing (cs.DC)
- Noise-Aware Distributed Quantum Approximate Optimization Algorithm on Near-term Quantum Hardware
2024/07/24 by Chen, Kuan-Cheng, Xu, Xiatian, Burt, Felix +3 · 1 citation
#Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Parallel #Quantum Physics (quant-ph) #and Cluster Computing (cs.DC)
- Quantum-Enhanced Parameter-Efficient Learning for Typhoon Trajectory Forecasting
2025/05/14 by Chen-Yu Liu, Kuan‐Cheng Chen, Liu, Chen-Yu +11 · 3 citations
Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Ocean Waves and Remote Sensing #Oceanographic and Atmospheric Processes #Quantum Physics (quant-ph) #Tropical and Extratropical Cyclones Research
- Resource-Efficient Compilation of Distributed Quantum Circuits for Solving Large-Scale Wireless Communication Network Problems
2025/01/17 by Kuan‐Cheng Chen, Felix Burt, Chen, Kuan-Cheng +9 · 2 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Cloud Computing and Resource Management
- Entanglement-Efficient Distribution of Quantum Circuits over Large-Scale Quantum Networks
2025/07/21 by Felix Burt, Burt, Felix, Kuan‐Cheng Chen +3 · 1 citation
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Mechanics and Applications #Quantum Information and Cryptography
- Distributed Quantum Neural Networks on Distributed Photonic Quantum Computing
2025/05/13 by Chen, Kuan-Cheng, Liu, Chen-Yu, Shang, Yu +2 · 2 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Parallel #Quantum Physics (quant-ph) #and Cluster Computing (cs.DC)
- Learning to Learn with Quantum Optimization via Quantum Neural Networks
2025/05/01 by Chen, Kuan-Cheng, Matsuyama, Hiromichi, Huang, Wei-Hao · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)