Title
Variational Inference for Quantum HyperNetworks Luca Nepote Alix Lhéritier Nicolas Bondoux Marios Kountouris Maurizio Filippone MQ 174 0 0 06 Jun 2025
Perturbative Gradient Training: A novel training paradigm for bridging the gap between deep neural networks and physical reservoir computing Cliff B. Abbott Mark Elo Dmytro A. Bozhko 168 1 0 05 Jun 2025
Supervised Quantum Machine Learning: A Future Outlook from Qubits to Enterprise Applications Srikanth Thudumu Jason Fisher Hung Du 320 2 0 30 May 2025
Quantum computing and artificial intelligence: status and perspectives Giovanni Acampora Andris Ambainis Natalia Ares Leonardo Banchi Pallavi Bhardwaj ... Markus Schmitt Philipp Slusallek Filippo Vicentini Christof Weitenberg Frank K. Wilhelm 213 7 0 29 May 2025
TabularQGAN: A Quantum Generative Model for Tabular Data Pallavi Bhardwaj Caitlin Jones Lasse Dierich Aleksandar Vučković 98 0 0 28 May 2025
Provably Robust Training of Quantum Circuit Classifiers Against Parameter Noise Lucas Tecot Di Luo Cho-Jui Hsieh 156 0 0 24 May 2025
Quantum Feature Optimization for Enhanced Clustering of Blockchain Transaction DataInternational Conference on Computer Communications and Networks (ICCCN), 2025 Yun-Cheng Tsai Samuel Yen-Chi Chen 112 1 0 22 May 2025
Experimental robustness benchmark of quantum neural network on a superconducting quantum processor Hai-Feng Zhang Zhao-Yun Chen Peng Wang Liang-Liang Guo Tian-Le Wang ... Yang Yang Yu-Chun Wu Ji Guan Peng Duan Guo-Ping Guo AAML 41 0 0 22 May 2025
Learning to Program Quantum Measurements for Machine Learning Samuel Yen-Chi Chen Huan-Hsin Tseng Hsin-Yi Lin Shinjae Yoo 240 2 0 18 May 2025
Q-Policy: Quantum-Enhanced Policy Evaluation for Scalable Reinforcement Learning Kalyan Cherukuri Aarav Lala Yash Yardi 130 0 0 17 May 2025
Enhancing Network Anomaly Detection with Quantum GANs and Successive Data Injection for Multivariate Time SeriesInternational Conference on Wireless Communications and Mobile Computing (IWCMC), 2025 Wajdi Hammami Soumaya Cherkaoui Shengrui Wang 89 1 0 16 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 282 2 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 121 6 0 13 May 2025
Distributed Quantum Neural Networks on Distributed Photonic Quantum Computing Kuan-Cheng Chen Chen-Yu Liu Yu Shang Felix Burt Kin K Leung 171 3 0 13 May 2025
Quantum thermodynamics and semi-definite optimization Nana Liu Michele Minervini Dhrumil Patel Mark M. Wilde 194 4 0 07 May 2025
HMAE: Self-Supervised Few-Shot Learning for Quantum Spin Systems Ibne Farabi Shihab Sanjeda Akter Anuj Sharma 182 0 0 06 May 2025
Quantum-Enhanced Classification of Brain Tumors Using DNA Microarray Gene Expression ProfilesIEEE Computer Society Annual Symposium on VLSI (VLSI), 2025 Emine Akpinar Batuhan Hangün Murat Oduncuoglu Oguz Altun Ö. Eyecioğlu Zeynel Yalcin 110 0 0 04 May 2025
TunnElQNN: A Hybrid Quantum-classical Neural Network for Efficient Learning A. H. Abbas 163 1 0 02 May 2025
Learning to Learn with Quantum Optimization via Quantum Neural Networks Kuan-Cheng Chen Hiromichi Matsuyama Wei-Hao Huang 119 3 0 01 May 2025
The effect of the number of parameters and the number of local feature patches on loss landscapes in distributed quantum neural networks Yoshiaki Kawase 169 0 0 27 Apr 2025
Compton Form Factor Extraction using Quantum Deep Neural Networks Brandon Le Dustin Keller 3DPC 109 0 0 21 Apr 2025
Quantum-Enhanced Weight Optimization for Neural Networks Using Grover's Algorithm Stefan-Alexandru Jura Mihai Udrescu 198 4 0 20 Apr 2025
Quantum Walks-Based Adaptive Distribution Generation with Efficient CUDA-Q Acceleration Yen-Jui Chang Wei-Ting Wang Chen-Yu Liu Yun-Yuan Wang Ching-Ray Chang 137 0 0 18 Apr 2025
A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Georgios Papadopoulos Shaltiel Eloul Yash Satsangi Jamie Heredge Niraj Kumar Chun-Fu Chen Marco Pistoia 244 1 0 17 Apr 2025
Quantum Natural Language Processing: A Comprehensive Review of Models, Methods, and Applications Farha Nausheen K. Ahmed M. I. Khan Farina Riaz 202 1 0 14 Apr 2025
DeQompile: quantum circuit decompilation using genetic programming for explainable quantum architecture search Shubing Xie Aritra Sarkar Sebastian Feld 168 1 0 11 Apr 2025
Continuous-Variable Quantum Encoding Techniques: A Comparative Study of Embedding Techniques and Their Impact on Machine Learning Performance Minati Rath Hema Date 134 1 0 09 Apr 2025
HQViT: Hybrid Quantum Vision Transformer for Image Classification Hui Zhang Qinglin Zhao Mengchu Zhou Li Feng ViT 156 6 0 03 Apr 2025
K-P Quantum Neural Networks Elija Perrier 141 0 0 02 Apr 2025
Quantum-Assisted Machine Learning Models for Enhanced Weather Prediction Saiyam Sakhuja Shivanshu Siyanwal Abhishek Tiwari Britant Savita Kashyap 188 3 0 30 Mar 2025
Differential equation quantum solvers: engineering measurements to reduce cost Annie Paine Casper Gyurik Antonio Andrea Gentile 173 0 0 28 Mar 2025
QCPINN: Quantum-Classical Physics-Informed Neural Networks for Solving PDEs Afrah Farea Saiful Khan Mustafa Serdar Celebi PINN 382 4 0 20 Mar 2025
Enhancing variational quantum algorithms by balancing training on classical and quantum hardware Rahul Bhowmick Harsh Wadhwa Avinash Singh Tania Sidana Quoc Hoan Tran Krishna Kumar Sabapathy 218 3 0 20 Mar 2025
HiQ-Lip: The First Quantum-Classical Hierarchical Method for Global Lipschitz Constant Estimation of ReLU Networks Haoqi He Yan Xiao 147 0 0 20 Mar 2025
HQNN-FSP: A Hybrid Classical-Quantum Neural Network for Regression-Based Financial Stock Market Prediction Prashant Kumar Choudhary Nouhaila Innan Muhammad Shafique Rajeev Singh AIFin 197 8 0 19 Mar 2025
Causal Discovery from Data Assisted by Large Language ModelsApplied Physics Letters (APL), 2025 Kamyar Barakati Alexander Molak Chris Nelson Xiaohang Zhang Ichiro Takeuchi Sergei V. Kalinin 152 0 0 18 Mar 2025
Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum CircuitsNeural Information Processing Systems (NeurIPS), 2022 Kaining Zhang Liu Liu Min-hsiu Hsieh Dacheng Tao 267 85 0 20 Feb 2025
Exploring Channel Distinguishability in Local Neighborhoods of the Model Space in Quantum Neural NetworksInternational Conference on Learning Representations (ICLR), 2024 Sabrina Herbst S. S. Cranganore Vincenzo De Maio Ivona Brandić 177 1 0 17 Feb 2025
Quantum automated learning with provable and explainable trainability Qi Ye Shuangyue Geng Zizhao Han Weikang Li L. Duan D. Deng 154 4 0 07 Feb 2025
Quantum Circuit Design using a Progressive Widening Enhanced Monte Carlo Tree SearchAdvanced Quantum Technologies (Adv. Quantum Technol.), 2025 Vincenzo Lipardi Domenica Dibenedetto Georgios Stamoulis Mark H.M. Winands 345 1 0 06 Feb 2025
Variational decision diagrams for quantum-inspired machine learning applications Santiago Acevedo-Mancera Santiago Acevedo-Mancera Herbert Vinck-Posada 176 1 0 06 Feb 2025
Benchmarking Quantum Convolutional Neural Networks for Signal Classification in Simulated Gamma-Ray Burst DetectionInternational Euromicro Conference on Parallel, Distributed and Network-Based Processing (PDP), 2025 Farida Farsian Nicolò Parmiggiani Alessandro Rizzo Gabriele Panebianco Andrea Bulgarelli ... Giuseppe Murante Giuseppe Sarracino Roberto Scaramella Vincenzo Testa Tiziana Trombetti 182 2 0 28 Jan 2025
Generative quantum combinatorial optimization by means of a novel conditional generative quantum eigensolverDigital Discovery (DD), 2025 Shunya Minami Kouhei Nakaji Yohichi Suzuki Alán Aspuru-Guzik Tadashi Kadowaki AI4CE 114 9 0 28 Jan 2025
Data re-uploading in Quantum Machine Learning for time series: application to traffic forecasting Nikolaos Schetakis Paolo Bonfini Negin Alisoltani Konstantinos Blazakis Symeon I. Tsintzos Alexis Askitopoulos Davit Aghamalyan Panagiotis Fafoutellis Eleni I. Vlahogianni 167 3 0 22 Jan 2025
Q-LIME $π$ : A Quantum-Inspired Extension to LIME Nelson Colón Vargas FAtt 128 0 0 23 Dec 2024
Data-Dependent Generalization Bounds for Parameterized Quantum Models Under NoiseJournal of Supercomputing (J. Supercomput.), 2024 Bikram Khanal Pablo Rivas 307 2 0 16 Dec 2024
Quantum-Train-Based Distributed Multi-Agent Reinforcement Learning Kuan-Cheng Chen Samuel Yen-Chi Chen Chen-Yu Liu Kin K Leung 223 15 0 12 Dec 2024
Quantum Neural Networks in Practice: A Comparative Study with Classical Models from Standard Data Sets to Industrial Images Daniel Basilewitsch João F. Bravo Christian Tutschku Frederick Struckmeier 166 5 0 28 Nov 2024
Mixed-State Quantum Denoising Diffusion Probabilistic Model Gino Kwun Bingzhi Zhang Quntao Zhuang DiffM 273 5 0 26 Nov 2024
Quantum Machine Learning: An Interplay Between Quantum Computing and Machine LearningInternational Symposium on Circuits and Systems (ISCAS), 2024 Jun Qi Chao-Han Huck Yang Samuel Yen-Chi Chen Pin-Yu Chen VLM 98 5 0 14 Nov 2024