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Samuel Yen-Chi Chen — most-cited papers & profile · Quantum Computing
← authors
·
overview
Samuel Yen-Chi Chen
42
papers ·
118
citations ·
0
h-index
National Taiwan Normal University · Wells Fargo (United States) · Brookhaven National Laboratory
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Most-cited papers
Quantum Architecture Search via Deep Reinforcement Learning
2021 · 37 citations
Hybrid quantum-classical classifier based on tensor network and variational quantum circuit
2020 · 22 citations
Optimizing quantum noise-induced reservoir computing for nonlinear and chaotic time series prediction
2023 · 22 citations
Quantum Architecture Search via Continual Reinforcement Learning
2021 · 12 citations
Quantum Machine Learning Architecture Search via Deep Reinforcement Learning
2024 · 4 citations
Federated Quantum-Train with Batched Parameter Generation
2024 · 2 citations
Quantum deep recurrent reinforcement learning
2022 · 1 citations
Asynchronous training of quantum reinforcement learning
2023 · 1 citations
An Introduction to Quantum Reinforcement Learning (QRL)
2024 · 1 citations
Quantum Machine Learning: An Interplay Between Quantum Computing and Machine Learning
2024 · 1 citations
Evolutionary Optimization for Designing Variational Quantum Circuits with High Model Capacity
2024 · 1 citations
It's-A-Me, Quantum Mario: Scalable Quantum Reinforcement Learning with Multi-Chip Ensembles
2025
Quantum Long Short-term Memory with Differentiable Architecture Search
2025
Special-Unitary Parameterization for Trainable Variational Quantum Circuits
2025
Addressing the Current Challenges of Quantum Machine Learning through Multi-Chip Ensembles
2025
Top co-authors
Huan-Hsin Tseng
· 5
Shinjae Yoo
· 5
Kuan-Cheng Chen
· 4
Chen-Yu Liu
· 3
Chao-Han Yang
· 2
Hsin-Yi Lin
· 2
Jiook Cha
· 2
Junghoon Justin Park
· 2
Jun Qi
· 2
Kin K. Leung
· 2
Pin-Yu Chen
· 2
Wei-Jia Huang
· 2
Topics
Quantum Machine Learning
Quantum Algorithms
Quantum Simulation
Variational Methods
NISQ
Quantum Software
quant-ph
cs.AI
cs.LG
Theory