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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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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

In this work, we propose an enhanced framework named Unified Sequential Search and Recommendation (UnifiedSSR+) for joint modeling of user behavior across both search and recommendation scenarios. Specifically, we consider user-interacted products in the recommendation scenario, user-interacted products and user-issued...

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

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