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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

Ruiqian Zhang

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Open access Jul 2026

Edge Knowledge Distillation Guided Lightweight Change Detection Network

LEDGNet is presented, a Lightweight, Edge-knowledge- Distillation-Guided CD Network, that reconciles accuracy, boundary fidelity, and efficiency and is well-suited for high-efficiency remote sensing monitoring.

Tingyu Ji, Yixin Chen, Ruiqian Zhang et al. · 0 citations
Open access 2026

City-Scale Industrial Land Grounding and Environmental Risk Mapping With Retrieval-Augmented Vision–Language Models

Effective management of industrial land is essential given its substantial environmental footprint, intensive resource consumption, and implications for urban planning and public health. Accurate visual grounding of industrial parcels in remote sensing imagery provides a critical basis for assessing associated environm...

Yuling Wu, Xi-Yu Jin, Ruiqian Zhang et al. · 0 citations

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