{"total":36,"rows":[{"id":"2103.12010","title":"Federated Quantum Machine Learning","created":"2021-03-22","cited_by_count":82,"area":null},{"id":"2111.11850","title":"Incentive Mechanisms for Federated Learning: From Economic and Game Theoretic Perspective","created":"2021-11-20","cited_by_count":47,"area":null},{"id":"2106.15406","title":"A Comprehensive Survey of Incentive Mechanism for Federated Learning","created":"2021-06-27","cited_by_count":38,"area":null},{"id":"2404.15381","title":"Advances and Open Challenges in Federated Foundation Models","created":"2024-04-23","cited_by_count":36,"area":null},{"id":"2304.01829","title":"A Survey on Vertical Federated Learning: From a Layered Perspective","created":"2023-04-04","cited_by_count":30,"area":null},{"id":"2308.04604","title":"A Survey on Decentralized Federated Learning","created":"2023-08-08","cited_by_count":27,"area":null},{"id":"2306.16064","title":"Federated Generative Learning with Foundation Models","created":"2023-06-28","cited_by_count":23,"area":null},{"id":"2101.02373","title":"Architectural Patterns for the Design of Federated Learning Systems","created":"2021-01-07","cited_by_count":17,"area":null},{"id":"2108.00365","title":"A Decentralized Federated Learning Framework via Committee Mechanism with Convergence Guarantee","created":"2021-08-01","cited_by_count":16,"area":null},{"id":"2110.02182","title":"A Systematic Survey of Blockchained Federated Learning","created":"2021-10-05","cited_by_count":15,"area":null},{"id":"2205.07855","title":"Decentral and Incentivized Federated Learning Frameworks: A Systematic Literature Review","created":"2022-05-07","cited_by_count":15,"area":null},{"id":"2102.13314","title":"Efficient Client Contribution Evaluation for Horizontal Federated Learning","created":"2021-02-26","cited_by_count":13,"area":null},{"id":"2202.10938","title":"Incentive Mechanism Design for Joint Resource Allocation in Blockchain-based Federated Learning","created":"2022-02-18","cited_by_count":13,"area":null},{"id":"2104.10501","title":"A Survey on Federated Learning and its Applications for Accelerating Industrial Internet of Things","created":"2021-04-21","cited_by_count":11,"area":null},{"id":"2108.10623","title":"Data-Free Evaluation of User Contributions in Federated Learning","created":"2021-08-24","cited_by_count":10,"area":null},{"id":"2107.05252","title":"OmniLytics: A Blockchain-based Secure Data Market for Decentralized Machine Learning","created":"2021-07-12","cited_by_count":9,"area":null},{"id":"2210.04607","title":"A Snapshot of the Frontiers of Client Selection in Federated Learning","created":"2022-09-27","cited_by_count":9,"area":null},{"id":"2403.19178","title":"Enhancing Trust and Privacy in Distributed Networks: A Comprehensive Survey on Blockchain-based Federated Learning","created":"2024-03-28","cited_by_count":9,"area":null},{"id":"2106.10734","title":"Is Shapley Value fair? Improving Client Selection for Mavericks in Federated Learning","created":"2021-06-20","cited_by_count":7,"area":null},{"id":"2205.00470","title":"Reward Systems for Trustworthy Medical Federated Learning","created":"2022-05-01","cited_by_count":6,"area":null},{"id":"2205.10951","title":"Incentivizing Federated Learning","created":"2022-05-22","cited_by_count":5,"area":null},{"id":"2302.14031","title":"Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain","created":"2023-02-27","cited_by_count":5,"area":null},{"id":"2311.09856","title":"Contribution Evaluation in Federated Learning: Examining Current Approaches","created":"2023-11-16","cited_by_count":3,"area":null},{"id":"2402.01802","title":"An Auction-based Marketplace for Model Trading in Federated Learning","created":"2024-02-02","cited_by_count":2,"area":null},{"id":"2412.01460","title":"A Comprehensive Study of Shapley Value in Data Analytics","created":"2024-12-02","cited_by_count":2,"area":null},{"id":"2203.15101","title":"Federated Named Entity Recognition","created":"2022-03-28","cited_by_count":1,"area":null},{"id":"2311.15617","title":"VeryFL: A Verify Federated Learning Framework Embedded with Blockchain","created":"2023-11-27","cited_by_count":1,"area":null},{"id":"2411.11713","title":"FLMarket: Enabling Privacy-preserved Pre-training Data Pricing for Federated Learning","created":"2024-11-18","cited_by_count":1,"area":null},{"id":"2505.12010","title":"Incentivize Contribution and Learn Parameters Too: Federated Learning with Strategic Data Owners","created":"2025-05-17","cited_by_count":1,"area":null},{"id":"2507.12439","title":"A Bayesian Incentive Mechanism for Poison-Resilient Federated Learning","created":"2025-07-16","cited_by_count":1,"area":null},{"id":"2508.06406","title":"Blockchain-Enabled Federated Learning","created":"2025-08-08","cited_by_count":1,"area":null},{"id":"2305.01657","title":"Scalable Data Point Valuation in Decentralized Learning","created":"2023-05-01","cited_by_count":0,"area":null},{"id":"2305.04062","title":"A Blockchain-based Platform for Reliable Inference and Training of Large-Scale Models","created":"2023-05-06","cited_by_count":0,"area":null},{"id":"2410.15093","title":"DPVS-Shapley:Faster and Universal Contribution Evaluation Component in Federated Learning","created":"2024-10-19","cited_by_count":0,"area":null},{"id":"2509.02391","title":"Gaming and Cooperation in Federated Learning: What Can Happen and How to Monitor It","created":"2025-09-02","cited_by_count":0,"area":null},{"id":"2609.13170","title":"A Lifecycle Cost Analysis of Smart-Contract-Coordinated Federated Learning Marketplaces","created":"2026-07-23","cited_by_count":0,"area":null}],"next_cursor":null}