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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Zhonghui Wu

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Sep 2026

Agent-defined architecture: make 6G a conversational and thinking network

A novel agent-defined architecture (ADA) is proposed to make the sixth-generation (6G) network a conversational and thinking network and supports intent-driven orchestration, reduces signaling latency, and keeps the additional resource overhead manageable under concurrent intent-processing loads.

Tao Sun, Xiao-Yun Wang, Chao Liu et al. · 0 citations
Open access Aug 2026

TAR-DT: A Trusted and Attack-Resilient Mechanism for Distributed DNN Training in Agentic Edge Intelligence

A trusted and attack-resilient mechanism for distributed DNN training that supports both data and model parallelism and leverages a blockchain-enabled infrastructure to ensure the tamper-resistant and auditable execution of security-critical operations is proposed.

Zhong-Hui Wu, Yun-Xiao Ma, Lu Lu et al. · 0 citations
Jul 2026

SeqFedRPC: Sequential Federated Learning With Regularized Parameter Clustering

This work proposes SeqFedRPC, a novel model decoupling based SFL framework with regularized parameter clustering, and employs a clustering‐based scheme to adaptively decouple the model parameters into shared and personalized subsets, thereby addressing the challenge of non‐IID data.

Peng Mao, Tian Du, Zhonghui Wu et al. · 0 citations

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