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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yuanhao Xi

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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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