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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

Yuanhao Xi

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Review Open access Oct 2026

The double-edged algorithm: an integrative review of artificial intelligence for cyber threat detection, offensive misuse, and privacy risk

Data mining, machine learning (ML), and artificial intelligence (AI) are widely presented as the response to cyber threats that signature-based defenses can no longer contain. This structured, integrative review examines a less-discussed consequence of that shift: the techniques that support intrusion, malware, phishin...

Wei-Jia Wang, Xiao-Huan Bing, Yuan-Hao Xi et al. · 0 citations
Open access Oct 2026

LODAR: layered optimization for distributed adaptive LLM routing

Large language model (LLM) serving platforms increasingly route requests across heterogeneous backends, transforming query routing from a model-selection task into a system-level load-balancing problem. Centralized routers can become throughput bottlenecks and single points of failure as deployment scale and request vo...

Yuan-Hao Xi, Xiao-Huan Bing, Ramin Yahyapour · 0 citations
Open access Aug 2026

AMCA-SGG: Adaptive multi-prototype learning and cross-modal alignment for unbiased scene graph generation

This work proposes AMCA, an unbiased SGG framework integrating adaptive multi-prototype learning with cross-modal alignment, which achieves consistently competitive performance across multiple SGG tasks, with particularly strong improvements on the unbiased mR@K metric.

Jinhao Fan, Yuan-Hao Xi, Chuanping Hu et al. · 0 citations

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