{"total":79,"rows":[{"id":"2104.07715","title":"Quantum Architecture Search via Deep Reinforcement Learning","created":"2021-04-15","cited_by_count":60,"area":null},{"id":"2106.00005","title":"Quantum Federated Learning with Quantum Data","created":"2021-05-30","cited_by_count":53,"area":null},{"id":"2109.00540","title":"Variational Quantum Reinforcement Learning via Evolutionary Optimization","created":"2021-09-01","cited_by_count":50,"area":null},{"id":"2203.03550","title":"When BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing","created":"2022-02-17","cited_by_count":40,"area":null},{"id":"2201.04093","title":"Systematic Literature Review: Quantum Machine Learning and its applications","created":"2022-01-11","cited_by_count":32,"area":null},{"id":"2210.03221","title":"PQLM -- Multilingual Decentralized Portable Quantum Language Model for Privacy Protection","created":"2022-10-06","cited_by_count":26,"area":null},{"id":"2210.14876","title":"Quantum deep recurrent reinforcement learning","created":"2022-10-26","cited_by_count":24,"area":null},{"id":"2207.10221","title":"Slimmable Quantum Federated Learning","created":"2022-07-20","cited_by_count":23,"area":null},{"id":"2112.05779","title":"Quantum Architecture Search via Continual Reinforcement Learning","created":"2021-12-10","cited_by_count":22,"area":null},{"id":"2301.05096","title":"Asynchronous training of quantum reinforcement learning","created":"2023-01-12","cited_by_count":20,"area":null},{"id":"2306.09912","title":"Towards Quantum Federated Learning","created":"2023-06-16","cited_by_count":20,"area":null},{"id":"2403.10861","title":"FedQNN: Federated Learning using Quantum Neural Networks","created":"2024-03-16","cited_by_count":20,"area":null},{"id":"2404.02595","title":"QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection","created":"2024-04-03","cited_by_count":18,"area":null},{"id":"2310.06973","title":"Federated Quantum Machine Learning with Differential Privacy","created":"2023-10-10","cited_by_count":17,"area":null},{"id":"2209.00768","title":"Non-IID Quantum Federated Learning with One-shot Communication Complexity","created":"2022-09-02","cited_by_count":15,"area":null},{"id":"2312.04447","title":"Privacy-preserving quantum federated learning via gradient hiding","created":"2023-12-07","cited_by_count":15,"area":null},{"id":"2312.14309","title":"Federated Quantum Long Short-term Memory (FedQLSTM)","created":"2023-12-21","cited_by_count":15,"area":null},{"id":"2209.00564","title":"Federated Quantum Natural Gradient Descent for Quantum Federated Learning","created":"2022-08-15","cited_by_count":14,"area":null},{"id":"2211.02612","title":"Reservoir Computing via Quantum Recurrent Neural Networks","created":"2022-11-04","cited_by_count":14,"area":null},{"id":"2303.08116","title":"Optimizing Quantum Federated Learning Based on Federated Quantum Natural Gradient Descent","created":"2023-02-27","cited_by_count":14,"area":null},{"id":"2307.00908","title":"Quantum Machine Learning on Near-Term Quantum Devices: Current State of Supervised and Unsupervised Techniques for Real-World Applications","created":"2023-07-03","cited_by_count":14,"area":null},{"id":"2202.11200","title":"Quantum Distributed Deep Learning Architectures: Models, Discussions, and Applications","created":"2022-02-19","cited_by_count":13,"area":null},{"id":"2206.02806","title":"Quantum Neural Network Classifiers: A Tutorial","created":"2022-06-06","cited_by_count":13,"area":null},{"id":"2211.07056","title":"An Invitation to Distributed Quantum Neural Networks","created":"2022-11-14","cited_by_count":13,"area":null},{"id":"2104.01271","title":"PATE-AAE: Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification","created":"2021-04-02","cited_by_count":10,"area":null},{"id":"2108.03190","title":"Quantum Quantile Mechanics: Solving Stochastic Differential Equations for Generating Time-Series","created":"2021-08-06","cited_by_count":10,"area":null},{"id":"2409.05770","title":"Consensus-based Distributed Quantum Kernel Learning for Speech Recognition","created":"2024-09-09","cited_by_count":10,"area":null},{"id":"2509.14026","title":"Quantum Variational Activation Functions Empower Kolmogorov-Arnold Networks","created":"2025-09-17","cited_by_count":10,"area":null},{"id":"2309.13002","title":"Expressive variational quantum circuits provide inherent privacy in federated learning","created":"2023-09-22","cited_by_count":8,"area":null},{"id":"2310.15084","title":"Quantum Federated Learning With Quantum Networks","created":"2023-10-23","cited_by_count":8,"area":null},{"id":"2409.11430","title":"Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML","created":"2024-09-14","cited_by_count":8,"area":null},{"id":"2405.07735","title":"Federated Hierarchical Tensor Networks: a Collaborative Learning Quantum AI-Driven Framework for Healthcare","created":"2024-05-13","cited_by_count":7,"area":null},{"id":"2409.19359","title":"Quantum delegated and federated learning via quantum homomorphic encryption","created":"2024-09-28","cited_by_count":7,"area":null},{"id":"2412.01858","title":"MQFL-FHE: Multimodal Quantum Federated Learning Framework with Fully Homomorphic Encryption","created":"2024-11-30","cited_by_count":7,"area":null},{"id":"2507.22908","title":"A Privacy-Preserving Federated Framework with Hybrid Quantum-Enhanced Learning for Financial Fraud Detection","created":"2025-07-15","cited_by_count":7,"area":null},{"id":"2208.07719","title":"Scalable Quantum Neural Networks for Classification","created":"2022-08-04","cited_by_count":6,"area":null},{"id":"2306.15708","title":"Quantum Federated Learning: Analysis, Design and Implementation Challenges","created":"2023-06-27","cited_by_count":6,"area":null},{"id":"2502.21171","title":"QFAL: Quantum Federated Adversarial Learning","created":"2025-02-28","cited_by_count":6,"area":null},{"id":"2501.12709","title":"Experimentally validated quantum-secure federated learning over a multi-user quantum network","created":"2025-01-22","cited_by_count":5,"area":null},{"id":"2504.08814","title":"When Federated Learning Meets Quantum Computing: Survey and Research Opportunities","created":"2025-04-09","cited_by_count":5,"area":null},{"id":"2510.06228","title":"Layerwise Federated Learning for Heterogeneous Quantum Clients using Quorus","created":"2025-09-30","cited_by_count":5,"area":null},{"id":"2210.16731","title":"Projection Valued Measure-based Quantum Machine Learning for Multi-Class Classification","created":"2022-10-30","cited_by_count":4,"area":null},{"id":"2211.06524","title":"Quantum Split Neural Network Learning using Cross-Channel Pooling","created":"2022-11-12","cited_by_count":4,"area":null},{"id":"2212.01732","title":"Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding","created":"2022-12-04","cited_by_count":4,"area":null},{"id":"2411.16737","title":"Federated Learning in Chemical Engineering: A Tutorial on a Framework for Privacy-Preserving Collaboration Across Distributed Data Sources","created":"2024-11-23","cited_by_count":4,"area":null},{"id":"2504.17703","title":"Federated Learning: A Survey on Privacy-Preserving Collaborative Intelligence","created":"2025-04-24","cited_by_count":4,"area":null},{"id":"2511.07471","title":"Towards Personalized Quantum Federated Learning for Anomaly Detection","created":"2025-11-08","cited_by_count":4,"area":null},{"id":"2405.08801","title":"Prospects of Privacy Advantage in Quantum Machine Learning","created":"2024-05-14","cited_by_count":3,"area":null},{"id":"2504.16131","title":"Introduction to Quantum Machine Learning and Quantum Architecture Search","created":"2025-04-21","cited_by_count":3,"area":null},{"id":"2505.06907","title":"A Survey on Foundation Models for Personalized Federated Intelligence","created":"2025-05-11","cited_by_count":3,"area":null},{"id":"2505.08474","title":"Distributed Quantum Neural Networks on Distributed Photonic Quantum Computing","created":"2025-05-13","cited_by_count":3,"area":null},{"id":"2505.08782","title":"Addressing the Current Challenges of Quantum Machine Learning through Multi-Chip Ensembles","created":"2025-05-13","cited_by_count":3,"area":null},{"id":"2304.09648","title":"Quantum deep Q learning with distributed prioritized experience replay","created":"2023-04-19","cited_by_count":2,"area":null},{"id":"2504.12806","title":"A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks","created":"2025-04-17","cited_by_count":2,"area":null},{"id":"2508.11848","title":"Adversarial Robustness in Distributed Quantum Machine Learning","created":"2025-08-16","cited_by_count":2,"area":null},{"id":"2509.04914","title":"RobQFL: Robust Quantum Federated Learning in Adversarial Environment","created":"2025-09-05","cited_by_count":2,"area":null},{"id":"2204.03761","title":"Quantum version of the k-NN classifier based on a quantum sorting algorithm","created":"2022-04-07","cited_by_count":1,"area":null},{"id":"2210.05614","title":"An Experimental Study on Private Aggregation of Teacher Ensemble Learning for End-to-End Speech Recognition","created":"2022-10-11","cited_by_count":1,"area":null},{"id":"2408.13713","title":"Verifiable cloud-based variational quantum algorithms","created":"2024-08-25","cited_by_count":1,"area":null},{"id":"2506.04548","title":"Communication Efficient Adaptive Model-Driven Quantum Federated Learning","created":"2025-06-05","cited_by_count":1,"area":null},{"id":"2506.20016","title":"New Insights on Unfolding and Fine-tuning Quantum Federated Learning","created":"2025-06-24","cited_by_count":1,"area":null},{"id":"2509.01812","title":"Quantum Machine Learning for UAV Swarm Intrusion Detection","created":"2025-09-01","cited_by_count":1,"area":null},{"id":"2511.02301","title":"Federated Quantum Kernel Learning for Anomaly Detection in Multivariate IoT Time-Series","created":"2025-11-04","cited_by_count":1,"area":null},{"id":"2511.02602","title":"Trustworthy Quantum Machine Learning: A Roadmap for Reliability, Robustness, and Security in the NISQ Era","created":"2025-11-04","cited_by_count":1,"area":null},{"id":"2512.03363","title":"Adaptive Aggregation with Two Gains in QFL","created":"2025-12-03","cited_by_count":1,"area":null},{"id":"2602.00048","title":"Quantum Circuit-Based Learning Models: Bridging Quantum Computing and Machine Learning","created":"2026-01-19","cited_by_count":1,"area":null},{"id":"2311.10832","title":"Exploring Machine Learning Models for Federated Learning: A Review of Approaches, Performance, and Limitations","created":"2023-11-17","cited_by_count":0,"area":null},{"id":"2401.13421","title":"Federated learning with distributed fixed design quantum chips and quantum channels","created":"2024-01-24","cited_by_count":0,"area":null},{"id":"2509.21147","title":"Emerging Paradigms for Securing Federated Learning Systems","created":"2025-09-25","cited_by_count":0,"area":null},{"id":"2601.09809","title":"QFed: Parameter-Compact Quantum-Classical Federated Learning","created":"2026-01-14","cited_by_count":0,"area":null},{"id":"2604.15775","title":"Federated Learning with Quantum Enhanced LSTM for Applications in High Energy Physics","created":"2026-04-17","cited_by_count":0,"area":null},{"id":"2605.03629","title":"Adversarial Effects on Expressibility and Trainability in Distributed Variational Quantum Algorithms","created":"2026-05-05","cited_by_count":0,"area":null},{"id":"2605.30075","title":"Q-ANCHOR: Federated Quantum Learning with ZNE-guided Correction","created":"2026-05-28","cited_by_count":0,"area":null},{"id":"2606.20606","title":"Distributed Quantum Learning over Near-term Devices: Convergence Analysis and Security Design","created":"2026-05-21","cited_by_count":0,"area":null},{"id":"2608.14995","title":"PAS-QFL: Personalized Ansatz Selection for Quantum Federated Learning under Client Data Heterogeneity","created":"2026-08-15","cited_by_count":0,"area":null},{"id":"2608.17069","title":"Dynamic Entanglement-Weighted Pruning for Quantum Federated Unlearning in Supply-Chain Risk Prediction","created":"2026-08-17","cited_by_count":0,"area":null},{"id":"2609.00356","title":"A Stable Aggregation Method for Quantum Federated Learning","created":"2026-06-25","cited_by_count":0,"area":null},{"id":"2609.30581","title":"Encryptability As a Coordinate Choice: Depth-One Homomorphic Federated Learning of Quantum Neural Networks","created":"2026-09-24","cited_by_count":0,"area":null},{"id":"2610.01718","title":"vFedProtoQNAS: Prototype-Guided Personalized Quantum Neural Architecture Search for Virtual Federated Learning","created":"2026-10-01","cited_by_count":0,"area":null}],"next_cursor":null}