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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

Yixin Liu

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2 papers indexed here

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Oct 2026

Semantic Augmented Multiview Graph Learning With Frequency-Aware Propagation for Recommendation

Graph neural networks (GNNs) have been widely adopted in collaborative filtering to model higher order relationships between users and items. However, existing methods mainly focus on interaction-based structures and neglect the explicit modeling of semantic relations among users and among items. Within these graph str...

Yi-Xin Liu, Yu Zhang, Lei Sang et al. · 0 citations
Open access Jul 2026

Development and Validation of a Range Prediction Model for New Energy Vehicles

Given the significant discrepancy between the official driving range of new energy vehicles and users' real-world experience, this paper analyzes the range attainment rate by considering three key factors: ambient temperature, driving speed, and air-conditioning operation. To address this issue, this study collects and...

Yi-Xin Liu · 0 citations

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