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2012.12177
Cited By
Quantum Convolutional Neural Networks for High Energy Physics Data Analysis
Physical Review Research (PRResearch), 2020
22 December 2020
Samuel Yen-Chi Chen
T. Wei
Chao Zhang
Haiwang Yu
Shinjae Yoo
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Papers citing
"Quantum Convolutional Neural Networks for High Energy Physics Data Analysis"
50 / 54 papers shown
Meta-Learning for Quantum Optimization via Quantum Sequence Model
Yu-Cheng Lin
Yu-Chao Hsu
Samuel Yen-Chi Chen
135
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04 Dec 2025
Fisher Information, Training and Bias in Fourier Regression Models
Lorenzo Pastori
Veronika Eyring
Mierk Schwabe
256
1
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08 Oct 2025
Deep Learning-based Lightweight RGB Object Tracking for Augmented Reality Devices
Alice Smith
Bob Johnson
Xiaoyu Zhu
Carol Lee
144
1
0
04 Oct 2025
Breaking Through Barren Plateaus: Reinforcement Learning Initializations for Deep Variational Quantum Circuits
Yifeng Peng
Xinyi Li
Zhemin Zhang
Samuel Yen-Chi Chen
Zhiding Liang
Ying Wang
165
5
0
25 Aug 2025
Quantum-Informed Contrastive Learning with Dynamic Mixup Augmentation for Class-Imbalanced Expert Systems
Md Abrar Jahin
Adiba Abid
M. F. Mridha
317
0
0
16 Jun 2025
VQC-MLPNet: An Unconventional Hybrid Quantum-Classical Architecture for Scalable and Robust Quantum Machine Learning
Jun Qi
Chao-Han Huck Yang
Pin-Yu Chen
Min-hsiu Hsieh
499
0
0
12 Jun 2025
QGAN-based data augmentation for hybrid quantum-classical neural networks
Run-Ze He
Jun-Jian Su
S. Qin
Zheng-Ping Jin
Fei Gao
272
1
0
30 May 2025
Learning to Program Quantum Measurements for Machine Learning
Samuel Yen-Chi Chen
Huan-Hsin Tseng
Hsin-Yi Lin
Shinjae Yoo
387
5
0
18 May 2025
Addressing the Current Challenges of Quantum Machine Learning through Multi-Chip Ensembles
Junghoon Justin Park
Jiook Cha
Samuel Yen-Chi Chen
Huan-Hsin Tseng
Shinjae Yoo
521
5
0
13 May 2025
Differentiable Quantum Architecture Search in Quantum-Enhanced Neural Network Parameter Generation
Samuel Yen-Chi Chen
Chen-Yu Liu
Kuan-Cheng Chen
Wei-Jia Huang
Yen-Jui Chang
Wei-Hao Huang
272
8
0
13 May 2025
Efficient Quantum Convolutional Neural Networks for Image Classification: Overcoming Hardware Constraints
Peter Röseler
Oliver Schaudt
Helmut Berg
Christian Bauckhage
Matthias Koch
368
5
0
09 May 2025
Introduction to Quantum Machine Learning and Quantum Architecture Search
International Symposium on Circuits and Systems (ISCAS), 2025
Samuel Yen-Chi Chen
Zhiding Liang
307
4
0
21 Apr 2025
Compton Form Factor Extraction using Quantum Deep Neural Networks
Brandon Le
Dustin Keller
3DPC
260
0
0
21 Apr 2025
Toward Large-Scale Distributed Quantum Long Short-Term Memory with Modular Quantum Computers
International Conference on Wireless Communications and Mobile Computing (IWCMC), 2025
Kuan-Cheng Chen
Samuel Yen-Chi Chen
Chen-Yu Liu
Kin K Leung
298
14
0
18 Mar 2025
Learning to Measure Quantum Neural Networks
Samuel Yen-Chi Chen
Huan-Hsin Tseng
Hsin-Yi Lin
Shinjae Yoo
287
16
0
10 Jan 2025
Evolutionary Optimization for Designing Variational Quantum Circuits with High Model Capacity
Samuel Yen-Chi Chen
423
13
0
17 Dec 2024
Quantum-Train-Based Distributed Multi-Agent Reinforcement Learning
Kuan-Cheng Chen
Samuel Yen-Chi Chen
Chen-Yu Liu
Kin K Leung
356
19
0
12 Dec 2024
Quantum Machine Learning: An Interplay Between Quantum Computing and Machine Learning
International Symposium on Circuits and Systems (ISCAS), 2024
Jun Qi
Chao-Han Huck Yang
Samuel Yen-Chi Chen
Pin-Yu Chen
VLM
238
5
0
14 Nov 2024
Leveraging Pre-Trained Neural Networks to Enhance Machine Learning with Variational Quantum Circuits
Jun Qi
Chao-Han Huck Yang
Samuel Yen-Chi Chen
Pin-Yu Chen
Hector Zenil
Jesper Tegner
270
3
0
13 Nov 2024
Integrated Encoding and Quantization to Enhance Quanvolutional Neural Networks
Daniele Lizzio Bosco
Beatrice Portelli
Giuseppe Serra
230
0
0
08 Oct 2024
Resource-efficient equivariant quantum convolutional neural networks
Koki Chinzei
Quoc Hoan Tran
Yasuhiro Endo
Hirotaka Oshima
162
4
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02 Oct 2024
An Introduction to Quantum Reinforcement Learning (QRL)
Information and Communication Technology Convergence (ICTC), 2024
Samuel Yen-Chi Chen
292
11
0
09 Sep 2024
Quantum Gradient Class Activation Map for Model Interpretability
IEEE Workshop on Signal Processing Systems (SiPS), 2024
Hsin-Yi Lin
Huan-Hsin Tseng
Samuel Yen-Chi Chen
Shinjae Yoo
FAtt
295
16
0
12 Aug 2024
Quantum Machine Learning Architecture Search via Deep Reinforcement Learning
International Conference on Quantum Computing and Engineering (QCE), 2024
Xin Dai
Tzu-Chieh Wei
Shinjae Yoo
Samuel Yen-Chi Chen
300
24
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29 Jul 2024
Differentiable Quantum Architecture Search in Asynchronous Quantum Reinforcement Learning
Samuel Yen-Chi Chen
344
23
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25 Jul 2024
TriQXNet: Forecasting Dst Index from Solar Wind Data Using an Interpretable Parallel Classical-Quantum Framework with Uncertainty Quantification
Md Abrar Jahin
M. F. Mridha
Zeyar Aung
Nilanjan Dey
R. Sherratt
252
3
0
09 Jul 2024
Quantum Adjoint Convolutional Layers for Effective Data Representation
Ren-Xin Zhao
Shi Wang
Yaonan Wang
218
3
0
26 Apr 2024
Multi-GPU-Enabled Hybrid Quantum-Classical Workflow in Quantum-HPC Middleware: Applications in Quantum Simulations
Kuan-Cheng Chen
Xiaoren Li
Xiaotian Xu
Yun-Yuan Wang
Chen-Yu Liu
469
9
0
09 Mar 2024
Jet Discrimination with Quantum Complete Graph Neural Network
Yi-An Chen
Kai-Feng Chen
GNN
301
6
0
08 Mar 2024
ResQuNNs:Towards Enabling Deep Learning in Quantum Convolution Neural Networks
Muhammad Kashif
Muhammad Shafique
307
5
0
14 Feb 2024
Quantum Privacy Aggregation of Teacher Ensembles (QPATE) for Privacy-preserving Quantum Machine Learning
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
William Watkins
Heehwan Wang
Sang-Peel Bae
Huan-Hsin Tseng
Jiook Cha
Samuel Yen-Chi Chen
Shinjae Yoo
160
3
0
15 Jan 2024
Federated Quantum Long Short-term Memory (FedQLSTM)
Mahdi Chehimi
Samuel Yen-Chi Chen
Walid Saad
Shinjae Yoo
FedML
341
35
0
21 Dec 2023
Machine Learning for Anomaly Detection in Particle Physics
Vasilis Belis
Patrick Odagiu
Thea Klæboe Årrestad
280
77
0
20 Dec 2023
Quantum-Enhanced Support Vector Machine for Large-Scale Stellar Classification with GPU Acceleration
Kuan-Cheng Chen
Xiaotian Xu
Henry Makhanov
Hui-Hsuan Chung
Chen-Yu Liu
209
12
0
21 Nov 2023
Federated Quantum Machine Learning with Differential Privacy
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Rod Rofougaran
Shinjae Yoo
Huan-Hsin Tseng
Samuel Yen-Chi Chen
FedML
258
42
0
10 Oct 2023
QAmplifyNet: Pushing the Boundaries of Supply Chain Backorder Prediction Using Interpretable Hybrid Quantum-Classical Neural Network
Scientific Reports (Sci Rep), 2023
Md Abrar Jahin
Md Sakib Hossain Shovon
M. Islam
Jungpil Shin
M. F. Mridha
Y. Okuyama
GNN
253
33
0
24 Jul 2023
Quantum Convolutional Neural Networks for Multi-Channel Supervised Learning
Quantum Machine Intelligence (QMI), 2023
Anthony M. Smaldone
Gregory W. Kyro
V.S. Batista
277
23
0
30 May 2023
Hybrid quantum-classical convolutional neural network for phytoplankton classification
Frontiers in Marine Science (Front. Mar. Sci.), 2023
S. Shi
Zhimin Wang
R. Shang
Yanan Li
Jiaxin Li
Guoqiang Zhong
Yongjian Gu
330
11
0
07 Mar 2023
Unravelling physics beyond the standard model with classical and quantum anomaly detection
Julian Schuhmacher
Laura Boggia
Vasilis Belis
E. Puljak
Michele Grossi
M. Pierini
S. Vallecorsa
F. Tacchino
Panagiotis Kl Barkoutsos
I. Tavernelli
299
34
0
25 Jan 2023
Asynchronous training of quantum reinforcement learning
Samuel Yen-Chi Chen
OffRL
371
41
0
12 Jan 2023
Reservoir Computing via Quantum Recurrent Neural Networks
Samuel Yen-Chi Chen
D. Fry
Amol Deshmukh
V. Rastunkov
Charlee Stefanski
363
26
0
04 Nov 2022
Classical ensemble of Quantum-classical ML algorithms for Phishing detection in Ethereum transaction networks
Anupama Ray
Sai Sakunthala Guddanti
Vishnu Ajith
Dhinakaran Vinayagamurthy
182
5
0
30 Oct 2022
Implementation of Trained Factorization Machine Recommendation System on Quantum Annealer
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Chen-Yu Liu
Hsin-Yu Wang
Pei-Yen Liao
Ching-Jui Lai
Min-hsiu Hsieh
LRM
304
20
0
24 Oct 2022
Case study on quantum convolutional neural network scalability
M. Lisnichenko
Stanislav Protasov
154
0
0
14 Jul 2022
Quantum Neural Network Classifiers: A Tutorial
SciPost Physics Lecture Notes (SPLN), 2022
Weikang Li
Zhide Lu
D. Deng
192
46
0
06 Jun 2022
Quantum Architecture Search via Continual Reinforcement Learning
Esther Ye
Samuel Yen-Chi Chen
354
43
0
10 Dec 2021
QDCNN: Quantum Dilated Convolutional Neural Network
Yixiong Chen
201
4
0
29 Oct 2021
Feasible Architecture for Quantum Fully Convolutional Networks
Yusui Chen
Wenhao Hu
Xiang Li
241
1
0
05 Oct 2021
Variational Quantum Reinforcement Learning via Evolutionary Optimization
Samuel Yen-Chi Chen
Chih-Min Huang
Chia-Wei Hsing
H. Goan
Y. Kao
410
108
0
01 Sep 2021
Quantum Quantile Mechanics: Solving Stochastic Differential Equations for Generating Time-Series
Advanced Quantum Technologies (AQT), 2021
Annie E. Paine
V. Elfving
Oleksandr Kyriienko
322
29
0
06 Aug 2021
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