Title
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 135 1 0 13 Nov 2024
Computable Model-Independent Bounds for Adversarial Quantum Machine LearningIEEE Transactions on Quantum Engineering (IEEE Trans. Quantum Eng.), 2024 Bacui Li T. Alpcan Chandra Thapa Udaya Parampalli AAML 125 0 0 11 Nov 2024
Retentive Neural Quantum States: Efficient Ansätze for Ab Initio Quantum Chemistry Oliver Knitter Dan Zhao J. Stokes M. Ganahl Stefan Leichenauer S. Veerapaneni 104 4 0 06 Nov 2024
Expressivity of deterministic quantum computation with one qubit Yujin Kim Daniel K. Park 112 4 0 05 Nov 2024
Quantum Deep Equilibrium ModelsNeural Information Processing Systems (NeurIPS), 2024 Philipp Schleich Marta Skreta L. B. Kristensen Rodrigo A. Vargas-Hernández Alán Aspuru-Guzik 152 2 0 31 Oct 2024
A Universal Quantum Computer From Relativistic MotionPhysical Review Letters (PRL), 2024 Philip A. LeMaitre T. Rick Perche Marius Krumm Hans J. Briegel 160 1 0 31 Oct 2024
Robustness and Generalization in Quantum Reinforcement Learning via Lipschitz Regularization Nico Meyer Julian Berberich Christopher Mutschler Daniel D. Scherer 140 3 0 28 Oct 2024
UNComp: Can Matrix Entropy Uncover Sparsity? -- A Compressor Design from an Uncertainty-Aware Perspective Jing Xiong Jianghan Shen Fanghua Ye Chaofan Tao Zhongwei Wan ... Chuanyang Zheng Zhijiang Guo Min Yang Lingpeng Kong Ngai Wong 177 9 0 04 Oct 2024
Q-SCALE: Quantum computing-based Sensor Calibration for Advanced Learning and EfficiencyInternational Conference on Quantum Computing and Engineering (QCE), 2024 Lorenzo Bergadano Andrea Ceschini Pietro Chiavassa E. Giusto B. Montrucchio Massimo Panella A. Rosato 96 0 0 03 Oct 2024
Resource-efficient equivariant quantum convolutional neural networks Koki Chinzei Quoc Hoan Tran Yasuhiro Endo Hirotaka Oshima 95 2 0 02 Oct 2024
Quantum-data-driven dynamical transition in quantum learningnpj Quantum Information (npjQI), 2024 Bingzhi Zhang Junyu Liu Liang Jiang Quntao Zhuang 134 1 0 02 Oct 2024
OrganiQ: Mitigating Classical Resource Bottlenecks of Quantum Generative Adversarial Networks on NISQ-Era Machines Daniel Silver Tirthak Patel Aditya Ranjan William Cutler Devesh Tiwari 125 0 0 29 Sep 2024
Quantum delegated and federated learning via quantum homomorphic encryptionResearch Directions: Quantum Technologies (RDQT), 2024 Weikang Li Dong-Ling Deng FedML 120 5 0 28 Sep 2024
MG-Net: Learn to Customize QAOA with Circuit Depth AwarenessNeural Information Processing Systems (NeurIPS), 2024 Yang Qian Xinbiao Wang Yuxuan Du Yong Luo Dacheng Tao 108 3 0 27 Sep 2024
QuForge: A Library for Qudits SimulationComputer Physics Communications (CPC), 2024 T. S. Farias Lucas Friedrich Jonas Maziero 186 3 0 26 Sep 2024
Exact gradients for linear optics with single photons Giorgio Facelli David D. Roberts Hugo Wallner Alexander Makarovskiy Zoë Holmes William R. Clements 121 13 0 24 Sep 2024
Quantum Machine Learning in Drug Discovery: Applications in Academia and Pharmaceutical IndustriesChemical Reviews (Chem. Rev.), 2024 Anthony M. Smaldone Yu Shee Gregory W. Kyro Chuzhi Xu Nam P. Vu ... Marwa H. Farag Alexey Galda Sandeep Kumar Elica Kyoseva Victor S. Batista Mamba 83 12 0 24 Sep 2024
IBM Quantum Computers: Evolution, Performance, and Future DirectionsJournal of Supercomputing (J. Supercomput.), 2024 M. AbuGhanem 163 87 0 17 Sep 2024
Evolving a multi-population evolutionary-QAOA on distributed QPUs F. Schiavello Edoardo Altamura I. Tavernelli Stefano Mensa Benjamin C. B. Symons 180 1 0 16 Sep 2024
Generalization Error Bound for Quantum Machine Learning in NISQ Era -- A SurveyQuantum Machine Intelligence (QMI), 2024 Bikram Khanal Pablo Rivas Arun Sanjel Korn Sooksatra Ernesto Quevedo Alejandro Rodriguez 174 4 0 11 Sep 2024
Consensus-based Distributed Quantum Kernel Learning for Speech Recognition Kuan-Cheng Chen Wenxuan Ma Xiaotian Xu 119 11 0 09 Sep 2024
Verifiable cloud-based variational quantum algorithmsOptics Communications (Opt. Commun.), 2024 Junhong Yang Banghai Wang Junyu Quan Qin Li 111 2 0 25 Aug 2024
ReCon: Reconfiguring Analog Rydberg Atom Quantum Computers for Quantum Generative Adversarial NetworksInternational Conference on Computer Aided Design (ICCAD), 2024 N. DiBrita Daniel Leeds Yuqian Huo Jason Ludmir Tirthak Patel 103 3 0 23 Aug 2024
Efficient Learning for Linear Properties of Bounded-Gate Quantum CircuitsNature Communications (Nat. Commun.), 2024 Yuxuan Du Min-hsiu Hsieh Dacheng Tao 147 8 0 22 Aug 2024
QuaCK-TSF: Quantum-Classical Kernelized Time Series ForecastingInternational Conference on Quantum Computing and Engineering (QCE), 2024 Abdallah Aaraba Soumaya Cherkaoui Ola Ahmad J. Laprade Olivier Nahman-Lévesque Alexis Vieloszynski Shengrui Wang BDL AI4TS 140 1 0 21 Aug 2024
Security Concerns in Quantum Machine Learning as a Service Satwik Kundu Swaroop Ghosh 157 3 0 18 Aug 2024
Distributed and Secure Kernel-Based Quantum Machine Learning Arjhun Swaminathan Mete Akgün 194 1 0 16 Aug 2024
From Graphs to Qubits: A Critical Review of Quantum Graph Neural Networks Andrea Ceschini Francesco Mauro Francesca De Falco A. Sebastianelli A. Verdone A. Rosato Bertrand Le Saux Massimo Panella Paolo Gamba Silvia Liberata Ullo GNN AI4CE 151 4 0 12 Aug 2024
A Laplacian-based Quantum Graph Neural Network for Semi-Supervised Learning Hamed Gholipour Farid Bozorgnia Kailash A. Hambarde Hamzeh Mohammadigheymasi Javier Mancilla André Sequeira Joao Neves Hugo Proença 169 0 0 10 Aug 2024
Concept learning of parameterized quantum models from limited measurements Beng Yee Gan Po-Wei Huang Elies Gil-Fuster Patrick Rebentrost 126 2 0 09 Aug 2024
Quantum Machine Learning: Performance and Security Implications in Real-World Applications Z. Luo Tyler Stewart M. Narasareddygari Rui Duan Shangqing Zhao 32 1 0 08 Aug 2024
Orchestrating Quantum Cloud Environments with Qonductor Emmanouil Giortamis Francisco Romao Nathaniel Tornow Dmitry Lugovoy Pramod Bhatotia 106 9 0 08 Aug 2024
Distributed Quantum Approximate Optimization Algorithm on Integrated High-Performance Computing and Quantum Computing Systems for Large-Scale Optimization Seongmin Kim Tengfei Luo Eungkyu Lee In-Saeng Suh 118 3 0 29 Jul 2024
Quantum Machine Learning Architecture Search via Deep Reinforcement LearningInternational Conference on Quantum Computing and Engineering (QCE), 2024 Xin Dai Tzu-Chieh Wei Shinjae Yoo Samuel Yen-Chi Chen 158 12 0 29 Jul 2024
Differentiable Quantum Architecture Search in Asynchronous Quantum Reinforcement Learning Samuel Yen-Chi Chen 168 15 0 25 Jul 2024
A Quantum Leaky Integrate-and-Fire Spiking Neuron and Network D. Brand Francesco Petruccione 134 5 0 23 Jul 2024
Hybrid Classical-Quantum architecture for vectorised image classification of hand-written sketches Y. Cordero S. Biswas F. Vilarino M. Bilkis VLM 132 0 0 08 Jul 2024
Exploiting the equivalence between quantum neural networks and perceptrons Chris Mingard Jessica Pointing Charles London Yoonsoo Nam Ard A. Louis 158 4 0 05 Jul 2024
Quantum Circuit Synthesis and Compilation Optimization: Overview and Prospects Ge Yan Wenjie Wu Yuheng Chen Kaisen Pan Xudong Lu Zixiang Zhou Wang Yuhan Ruocheng Wang Junchi Yan 135 30 0 30 Jun 2024
Trade-off between Gradient Measurement Efficiency and Expressivity in Deep Quantum Neural Networks Koki Chinzei Shinichiro Yamano Quoc-Hoan Tran Yasuhiro Endo H. Oshima 206 5 0 26 Jun 2024
Probing many-body Bell correlation depth with superconducting qubits Ke Wang Weikang Li Shibo Xu Mengyao Hu Jiachen Chen ... Patrick Emonts Jordi Tura Chao Song H. Wang Dong-Ling Deng 115 9 0 25 Jun 2024
KANQAS: Kolmogorov-Arnold Network for Quantum Architecture Search Akash Kundu Aritra Sarkar Abhishek Sadhu 231 44 0 25 Jun 2024
Comprehensive characterization of three-qubit Grover search algorithm on IBM's 127-qubit superconducting quantum computers M. AbuGhanem 55 13 0 23 Jun 2024
Quantum Compiling with Reinforcement Learning on a Superconducting Processor Z. T. Wang Qiuhao Chen Yuxuan Du Z. H. Yang Xiaoxia Cai ... Huikai Xu Yirong Jin Ruixia Wang Haifeng Yu S. P. Zhao 134 8 0 18 Jun 2024
Trainability issues in quantum policy gradientsInternational Conference on Quantum Computing and Engineering (QCE), 2024 André Sequeira Luis Paulo Santos Luis Soares Barbosa 114 1 0 13 Jun 2024
MEMO-QCD: Quantum Density Estimation through Memetic Optimisation for Quantum Circuit Design Juan E. Ardila-García Santiago Acevedo-Mancera Fabio A. González Diego H. Useche Herbert Vinck-Posada 173 2 0 12 Jun 2024
On the relation between trainability and dequantization of variational quantum learning models Elies Gil-Fuster Casper Gyurik Adrián Pérez-Salinas Vedran Dunjko 238 24 0 11 Jun 2024
Quantum Architecture Search: A Survey Darya Martyniuk Johannes Jung Adrian Paschke AI4CE 208 29 0 10 Jun 2024
Training of Physical Neural Networks Ali Momeni Babak Rahmani B. Scellier Logan G. Wright Peter L. McMahon ... Julie Grollier Andrea J. Liu D. Psaltis Andrea Alù Romain Fleury PINN AI4CE 234 48 0 05 Jun 2024
Reinforcement learning-based architecture search for quantum machine learning Frederic Rapp D. Kreplin Marco F. Huber M. Roth AI4CE 213 6 0 04 Jun 2024