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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

Yi-Kang Zhou

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2 papers indexed here

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Preprint Sep 2026

SetOPD: From Few Visual Exemplars to Multimodal Candidate Sets for Remote-Sensing Open-Prompt Detection

Open-prompt detectors allow users to specify targets with text, visual exemplars, or both. We argue that existing designs underuse the visual modality in two ways. First, multiple exemplars are commonly compressed into a single class-level embedding. This textualizes visual prompting: the resulting vector plays the rol...

Jin-Long Hu, Yi Zhang, Zhi-Qiong Xia et al. · 0 citations
Open access Aug 2026

UnifiedSSR+: An Enhanced Framework for Unified Sequential Search and Recommendation

This work considers user-interacted products in the recommendation scenario, user-interacted products and user-issued queries in the search scenario as three distinct types of user behavior, and proposes a dual-branch network with a Causal Siamese Encoder to jointly model interacted products and issued queries in searc...

Qian-Qian Zhang, Jiayi Xie, Yi-Kang Zhou et al. · 0 citations

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