Kuo, En-Jui
- Quantum Architecture Search via Deep Reinforcement Learning
2021/04/15 by En-Jui Kuo, Yao-Lung L. Fang, Kuo, En-Jui +3 · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Quantum-Train: Rethinking Hybrid Quantum-Classical Machine Learning in the Model Compression Perspective
2024/05/18 by Liu, Chen-Yu, Kuo, En-Jui, Lin, Chu-Hsuan Abraham +4 · 10 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Quantum state tomography via non-convex Riemannian gradient descent
2022/10/10 by Ming-Chien Hsu, Hsu, Ming-Chien, En-Jui Kuo +7 · 5 citations
Computer Science · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- Computational Limits of Low-Rank Adaptation (LoRA) Fine-Tuning for Transformer Models
2024/06/05 by Jerry Yao-Chieh Hu, Maojiang Su, Hu, Jerry Yao-Chieh +7 · 7 citations
Computer Science · Engineering · Materials Science · #Artificial Intelligence (cs.AI) #Computational Complexity (cs.CC) #Energy Load and Power Forecasting #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Magnetic Properties and Applications
- Training Classical Neural Networks by Quantum Machine Learning
2024/02/26 by Chen-Yu Liu, Liu, Chen-Yu, En-Jui Kuo +11 · 5 citations
Computer Science · #Computational Physics and Python Applications #FOS: Physical sciences #Neural Networks and Applications #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Quantum Adaptive Self-Attention for Quantum Transformer Models
2025/04/05 by Chen, Chi-Sheng, Kuo, En-Jui · 11 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Energy diffusion in weakly interacting chains with fermionic dissipation-assisted operator evolution
2023/11/28 by Kuo, En-Jui, Ware, Brayden, Lunts, Peter +2 · 2 citations
#FOS: Physical sciences #Quantum Physics (quant-ph) #Strongly Correlated Electrons (cond-mat.str-el)
- Oracle Separation between Noisy Quantum Polynomial Time and the Polynomial Hierarchy
2024/05/12 by Chia, Nai-Hui, Hsieh, Min-Hsiu, Hung, Shih-Han +1 · 2 citations
#Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)
- Unraveling Quantum Environments: Transformer-Assisted Learning in Lindblad Dynamics
2025/05/11 by Chi‐Sheng Chen, Chen, Chi-Sheng, En-Jui Kuo +1 · 2 citations
Computer Science · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum many-body systems
- Unsupervised Feature Extraction and Reconstruction Using Parameterized Quantum Circuits
2025/02/11 by L. L. Lo, Lo, Li-An, Li‐Yi Hsu +3 · 1 citation
Computer Science · #FOS: Physical sciences #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- QKAN-LSTM: Quantum-inspired Kolmogorov-Arnold Long Short-term Memory
2025/12/04 by Hsu, Yu-Chao, Jiang, Jiun-Cheng, Lin, Chun-Hua +5 · 1 citation
Computer Science · Materials Science · #Quantum Computing Algorithms and Architecture #Neural Networks and Reservoir Computing #Machine Learning in Materials Science
- Quantum-Enhanced Channel Mixing in RWKV Models for Time Series Forecasting
2025/05/18 by En-Jui Kuo, Chen, Chi-Sheng, Kuo, En-Jui · 6 citations
Engineering · Computer Science · #Energy Load and Power Forecasting #Computational Physics and Python Applications