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Samuel Yen-Chi Chen — most-cited papers & profile · Quantum Computing
← authors
·
overview
Samuel Yen-Chi Chen
29
papers ·
115
citations ·
22
h-index
National Taiwan Normal University · Wells Fargo (United States) · Brookhaven National Laboratory
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Most-cited papers
Application of Quantum Machine Learning using the Quantum Kernel Algorithm on High Energy Physics Analysis at the LHC
2021 · 85 citations
A Unified Framework for Quantum Supervised Learning
2020 · 27 citations
Foundations of Quantum Federated Learning Over Classical and Quantum Networks
2023 · 2 citations
Quantum deep Q learning with distributed prioritized experience replay
2023 · 1 citations
Meta-Learning for Quantum Optimization via Quantum Sequence Model
2025
You Only Measure Once: On Designing Single-Shot Quantum Machine Learning Models
2025
Can Classical Initialization Help Variational Quantum Circuits Escape the Barren Plateau?
2025
Quantum Reinforcement Learning by Adaptive Non-local Observables
2025
Adaptive Non-local Observable on Quantum Neural Networks
2025
Toward Large-Scale Distributed Quantum Long Short-Term Memory with Modular Quantum Computers
2025
Variational Quantum Circuits for Deep Reinforcement Learning
2019
Application of Quantum Machine Learning using the Quantum Variational Classifier Method to High Energy Physics Analysis at the LHC on IBM Quantum Computer Simulator and Hardware with 10 qubits
2020
An end-to-end trainable hybrid classical-quantum classifier
2021
Federated Quantum Machine Learning
2021
Variational Quantum Reinforcement Learning via Evolutionary Optimization
2021
Top co-authors
Shinjae Yoo
· 4
Alberto Di Meglio
· 2
Andy C. Y. Li
· 2
Chen-Yu Liu
· 2
Chen Zhou
· 2
Chih-Min Huang
· 2
Federico Carminati
· 2
Hsin-Yi Lin
· 2
Hsi-Sheng Goan
· 2
Huan-Hsin Tseng
· 2
Jay Chan
· 2
Joseph Lykken
· 2
Topics
Quantum Machine Learning
Quantum Simulation
Quantum Algorithms
Variational Methods
Quantum Software
NISQ
Theory
Hardware
Survey Paper
Quantum Cryptography