Prototype-guided semantic collaboration for decentralized federated learning under network topology constraints

This publication has 24 references indexed in Scilit:

• DFedDG2: Distribution-Guided Gossip-Based Generalizable and Communication-Efficient Decentralized Federated Learning
  IEEE Internet of Things Journal, 2026
• Communication-Efficient Decentralized Federated Learning for Generalization and Personalization Over Wireless Networks
  IEEE Wireless Communications Letters, 2025
• Balance recovery and collaborative adaptation approach for federated fault diagnosis of inconsistent machine groups
  Knowledge-Based Systems, 2025
• Impact of network topology on the performance of Decentralized Federated Learning
  Computer Networks, 2024
• Decentralized Federated Learning: A Survey and Perspective
  IEEE Internet of Things Journal, 2024
• Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges
  IEEE Communications Surveys & Tutorials, 2023
• Prototype-Based Decentralized Federated Learning for the Heterogeneous Time-Varying IoT Systems
  IEEE Internet of Things Journal, 2023
• FedProc: Prototypical contrastive federated learning on non-IID data
  Future Generation Computer Systems, 2023
• A review of applications in federated learning
  Computers & Industrial Engineering, 2020
• Gradient-based learning applied to document recognition
  Proceedings of the IEEE, 1998