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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

Y. Liu

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3 papers indexed here

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Open access Aug 2026

Automatic News Headline Generation and Topic Consistency Assessment Based on SimCSE and Knowledge Graph

A method that fuses SimCSE semantic constraints with knowledge graph entity associations, paying particular attention to key entities related to names of people, organizations, locations, and fields is proposed, effectively addressing the issues of insufficient semantic alignment and topic drift.

Y. Liu · 0 citations
Open access Aug 2026

Application Research of Big Data Real-Time Processing Framework Based on Spark in Industrial Data Stream Analysis

This research provides a practical technical solution for industrial real-time data analysis and offers engineering reference for data-driven monitoring of electromagnetic test platforms, antenna measurement systems, and microwave communication equipment.

Y. Liu · 0 citations
Open access Aug 2026

Building Urban Traffic Flow Prediction Model Using Spatio-Temporal Graph Convolutional Networks

The proposed position-aware spatio-temporal modeling strategy provides a practical reference for information fusion and dynamic state estimation in large-scale wireless sensing networks and electromagnetic signal-driven monitoring systems, supporting future intelligent perception and communication infrastructures.

J. Sun, Y.-J. Liu, Y.-L. Dou et al. · 0 citations

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