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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

Xiao-Yu Zhang

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Open access Sep 2026

CAA-CLIP: Decoupled Pair and Cultural-Term Adaptation for Chinese Ancient Architecture Image–Text Retrieval

Image–text retrieval for Chinese ancient architecture requires fine-grained discrimination among visually similar sites and alignment with specialist terms that are sparse in general vision–language corpora. We propose CAA-CLIP, a parameter-efficient framework for exact image–annotation retrieval and annotation-derived...

Xiao-Yu Zhang, Hao Wang, Wang-Yu Wu et al. · 0 citations
#computer vision Preprint Sep 2026

KnowVis: Knowledge-Centric Visual Summarization for Video Lectures

KnowVis is proposed, a framework that transforms linear video lectures into pedagogically grounded visual narratives, and generates more accurate and clear visuals that successfully reduce cognitive load and significantly improve student learning effectiveness and knowledge retention.

Yi Xu, Yi-Fan Hou, Xiao-Yu Zhang · 0 citations

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