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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

Yuchuan Luo

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2026

One-to-Many Authentication and Key Agreement Scheme With Desynchronization Resilience and Forward Secrecy for Multi-Device IoT

Lightweight authentication schemes based on pre-shared keys (PSK) are widely adopted to secure data access and preserve privacy in the Internet of Things (IoT). However, ensuring forward secrecy in the event of PSK compromise remains a fundamental challenge. Although credential update mechanisms can provide dynamic aut...

Zhen-Bin Guo, Shi-Hong Wu, Yu-Chuan Luo et al. · 0 citations
Conference Open access Sep 2026

Beyond Client Clustering: Fine-Grained Preference Alignment in Federated RLHF via Self-Evolving Routing

FedPrism is proposed, a novel framework that shifts alignment granularity from the coarse client level to the precise instance level and devise a Posterior-Guided Performance Distillation mechanism that leverages experts' actual training loss as self-supervision to autonomously refine routing policies without explicit...

Ke Wang, Shaojing Fu, Yu-Chuan Luo et al. · 0 citations

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