Title
Quantum Policy Gradient Algorithm with Optimized Action DecodingInternational Conference on Machine Learning (ICML), 2022 Nico Meyer Daniel D. Scherer Axel Plinge Christopher Mutschler M. Hartmann 100 25 0 13 Dec 2022
Quantum Phase Recognition using Quantum Tensor NetworksThe European Physical Journal Plus (EPJ Plus), 2022 Shweta Sahoo Utkarsh Azad Harjinder Singh 100 4 0 12 Dec 2022
Review of Ansatz Designing Techniques for Variational Quantum Algorithms Junhan Qin 162 18 0 07 Dec 2022
Financial Risk Management on a Neutral Atom Quantum ProcessorPhysical Review Research (Phys. Rev. Res.), 2022 L. Leclerc Luis Ortiz-Guitierrez S. Grijalva Boris Albrecht J. R. Cline ... Roman Orus Achraf Seddik Oumaima Hammammi Hacene Isselnane Didier M'tamon 91 22 0 06 Dec 2022
Enhancing Quantum Adversarial Robustness by Randomized EncodingsPhysical Review Research (Phys. Rev. Res.), 2022 Weiyuan Gong D. Yuan Weikang Li D. Deng AAML 157 30 0 05 Dec 2022
SnCQA: A hardware-efficient equivariant quantum convolutional circuit architectureInternational Conference on Quantum Computing and Engineering (ICQCE), 2022 Han Zheng Christopher Kang Gokul Subramanian Ravi Hanrui Wang Kanav Setia Frederic T. Chong Junyu Liu 109 12 0 23 Nov 2022
Near-Term Quantum Computing Techniques: Variational Quantum Algorithms, Error Mitigation, Circuit Compilation, Benchmarking and Classical SimulationScience China Physics Mechanics and Astronomy (SCPMA), 2022 Heliang Huang Xiao-Yue Xu Chu Guo Guojing Tian Shijie Wei Xiaoming Sun Wansu Bao G. Long 119 80 0 16 Nov 2022
An Invitation to Distributed Quantum Neural NetworksQuantum Machine Intelligence (QMI), 2022 Lirande Pira C. Ferrie 114 25 0 14 Nov 2022
Efficient and quantum-adaptive machine learning with fermion neural networksPhysical Review Applied (Phys. Rev. Appl.), 2022 Peikun Zheng Jia-Bao Wang Yi Zhang 75 4 0 10 Nov 2022
Quantum Power Flows: From Theory to PracticeQuantum Machine Intelligence (QMI), 2022 Junyu Liu Hang Zheng M. Hanada Kanav Setia Dan Wu 54 7 0 10 Nov 2022
Reservoir Computing via Quantum Recurrent Neural Networks Samuel Yen-Chi Chen D. Fry Amol Deshmukh V. Rastunkov Charlee Stefanski 187 21 0 04 Nov 2022
QuACK: Accelerating Gradient-Based Quantum Optimization with Koopman Operator LearningNeural Information Processing Systems (NeurIPS), 2022 Di Luo Jiayu Shen Rumen Dangovski Marin Soljacic 149 10 0 02 Nov 2022
Faster variational quantum algorithms with quantum kernel-based surrogate modelsQuantum Science and Technology (QST), 2022 Alistair W. R. Smith A. Paige Myungshik S. Kim 135 4 0 02 Nov 2022
Hierarchical quantum circuit representations for neural architecture searchnpj Quantum Information (NQI), 2022 Matt Lourens I. Sinayskiy D. Park Carsten Blank Francesco Petruccione 196 14 0 26 Oct 2022
A super-polynomial quantum-classical separation for density modelling Niklas Pirnay R. Sweke Jens Eisert Jean-Pierre Seifert 60 16 0 26 Oct 2022
Learning to predict arbitrary quantum processesPRX Quantum (PRX Quantum), 2022 Hsin-Yuan Huang Sitan Chen J. Preskill 150 87 0 26 Oct 2022
Theoretical Guarantees for Permutation-Equivariant Quantum Neural Networksnpj Quantum Information (NQI), 2022 Louis Schatzki Martín Larocca Quynh T. Nguyen F. Sauvage M. Cerezo 216 105 0 18 Oct 2022
Theory for Equivariant Quantum Neural NetworksPRX Quantum (PRX Quantum), 2022 Quynh T. Nguyen Louis Schatzki Paolo Braccia Michael Ragone Patrick J. Coles F. Sauvage Martín Larocca M. Cerezo 187 107 0 16 Oct 2022
Representation Theory for Geometric Quantum Machine Learning Michael Ragone Paolo Braccia Quynh T. Nguyen Louis Schatzki Patrick J. Coles F. Sauvage Martín Larocca M. Cerezo AI4CE 149 83 0 14 Oct 2022
An efficient combination strategy for hybird quantum ensemble classifierInternational Journal of Quantum Information (IJQI), 2022 Xiaoyun Zhang Ming-Ming Wang 99 7 0 13 Oct 2022
Stochastic noise can be helpful for variational quantum algorithms Junyu Liu Frederik Wilde A. A. Mele Liang Jiang Jens Eisert Jens Eisert 219 38 0 13 Oct 2022
QuCNN : A Quantum Convolutional Neural Network with Entanglement Based BackpropagationIFIP International Information Security Conference (IFIP SEC), 2022 S. Stein Y. Mao James Ang A. Li 82 11 0 11 Oct 2022
PQLM -- Multilingual Decentralized Portable Quantum Language Model for Privacy ProtectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Shuyue Stella Li Xiangyu Zhang Shu Zhou Hongchao Shu Ruixing Liang Hexin Liu Leibny Paola García 208 32 0 06 Oct 2022
Quark: A Gradient-Free Quantum Learning Framework for Classification Tasks Zhihao Zhang Zhuoming Chen Heyang Huang Zhihao Jia 115 3 0 02 Oct 2022
On Physics-Informed Neural Networks for Quantum ComputersFrontiers in Applied Mathematics and Statistics (FAMS), 2022 Stefano Markidis PINN 142 26 0 28 Sep 2022
Shuffle-QUDIO: accelerate distributed VQE with trainability enhancement and measurement reductionQuantum Machine Intelligence (QMI), 2022 Yan Qian Yuxuan Du Dacheng Tao 133 3 0 26 Sep 2022
Topological data analysis on noisy quantum computersInternational Conference on Learning Representations (ICLR), 2022 I. Akhalwaya Shashanka Ubaru K. Clarkson M. Squillante Vishnu Jejjala Yangfan He Kugendran Naidoo Vasileios Kalantzis L. Horesh 182 18 0 19 Sep 2022
Quantum Computing Methods for Supply Chain ManagementIFIP International Information Security Conference (IFIP SEC), 2022 Hansheng Jiang Z. Shen Junyu Liu 71 14 0 17 Sep 2022
Quantum Vision TransformersQuantum (Quantum), 2022 El Amine Cherrat Iordanis Kerenidis Natansh Mathur Jonas Landman M. Strahm Yun. Y Li ViT 176 82 0 16 Sep 2022
Classical-to-quantum convolutional neural network transfer learningNeurocomputing (Neurocomputing), 2022 Juhyeon Kim Joonsuk Huh D. Park 182 53 0 31 Aug 2022
Symmetric Pruning in Quantum Neural NetworksInternational Conference on Learning Representations (ICLR), 2022 Xinbiao Wang Junyu Liu Tongliang Liu Yong Luo Yuxuan Du Dacheng Tao 164 28 0 30 Aug 2022
A preprocessing perspective for quantum machine learning classification advantage using NISQ algorithms Javier Mancilla Christophe Pere VLM 150 20 0 28 Aug 2022
Exponential concentration in quantum kernel methodsNature Communications (Nat Commun), 2022 Supanut Thanasilp Samson Wang M. Cerezo Zoë Holmes 165 110 0 23 Aug 2022
Quantum Bayesian ComputationApplied Stochastic Models in Business and Industry (ASMBI), 2022 Maria Nareklishvili Vadim Sokolov Jianeng Xu 130 4 0 17 Aug 2022
Federated Quantum Natural Gradient Descent for Quantum Federated Learning Jun Qi FedML 134 25 0 15 Aug 2022
An example of use of Variational Methods in Quantum Machine LearningCommunication Systems and Applications (CSA), 2022 Marco Simonetti Damiano Perri O. Gervasi 137 3 0 07 Aug 2022
Scalable Quantum Neural Networks for ClassificationInternational Conference on Quantum Computing and Engineering (ICQCE), 2022 Jindi Wu Zeyi Tao Qun Li GNN 111 21 0 04 Aug 2022
Active Learning on a Programmable Photonic Quantum ProcessorQuantum Science and Technology (QST), 2022 Chen Ding Xiao-Yue Xu Yun-Fei Niu Shuo Zhang Wansu Bao Heliang Huang 117 6 0 03 Aug 2022
NAPA: Intermediate-level Variational Native-pulse Ansatz for Variational Quantum AlgorithmsIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2022 Zhiding Liang Jinglei Cheng Hang Ren Hanrui Wang Fei Hua ... Yongshan Ding Fred Chong Song Han Xuehai Qian Yiyu Shi 214 25 0 02 Aug 2022
Gradient-descent quantum process tomography by learning Kraus operatorsPhysical Review Letters (PRL), 2022 Shahnawaz Ahmed Fernando Quijandría A. F. Kockum 185 27 0 01 Aug 2022
Parameter-Parallel Distributed Variational Quantum AlgorithmSciPost Physics (SciPost Phys.), 2022 Yun-Fei Niu Shuo Zhang Chen Ding Wansu Bao Heliang Huang 76 4 0 31 Jul 2022
Verifying Fairness in Quantum Machine LearningInternational Conference on Computer Aided Verification (CAV), 2022 J. Guan Wang Fang Mingsheng Ying FaML 120 12 0 22 Jul 2022
Quantum Noise-Induced Reservoir Computing T. Kubota Yudai Suzuki Shumpei Kobayashi Quoc Hoan Tran Naoki Yamamoto Kohei Nakajima 104 4 0 16 Jul 2022
QSAN: A Near-term Achievable Quantum Self-Attention NetworkIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Jinjing Shi Ren-Xin Zhao Wenxuan Wang Shenmin Zhang Xuelong Li 287 32 0 14 Jul 2022
Quantum Circuit Compiler for a Shuttling-Based Trapped-Ion Quantum ComputerQuantum (Quantum), 2022 Fabian Kreppel C. Melzer Diego Olvera Millán Janis Wagner J. Hilder U. Poschinger F. Schmidt-Kaler A. Brinkmann 202 29 0 05 Jul 2022
Variational Quantum Approximate Support Vector Machine with Inference TransferScientific Reports (Sci Rep), 2022 Siheon Park D. Park J. Rhee 100 31 0 29 Jun 2022
Quantum Approximation of Normalized Schatten Norms and Applications to Learning Yiyou Chen Hideyuki Miyahara Louis-S. Bouchard V. Roychowdhury 50 2 0 23 Jun 2022
Quantum-machine-learning channel discrimination A. Kardashin A. Vlasova A. Pervishko D. Yudin Jacob Biamonte 140 10 0 20 Jun 2022
Inference-Based Quantum SensingPhysical Review Letters (PRL), 2022 C. H. Alderete Max Hunter Gordon F. Sauvage A. Sone A. Sornborger Patrick J. Coles M. Cerezo 141 15 0 20 Jun 2022
Laziness, Barren Plateau, and Noise in Machine Learning Junyu Liu Zexi Lin Liang Jiang 116 23 0 19 Jun 2022