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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Dongxiao Yu

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Sep 2026

Alternating Distillation and Resource-Adaptive Pruning for Federated Large Model Adaptation.

This study delves into large PFMs adaptation in the resource-constrained federated learning environment, and proposes an innovative framework, namely ADRAP, which alternates between large model distillation and resource-adaptive pruning, with guaranteed convergence.

Xiao Zhang, Yang-Yang Wang, Xing-Yu Sun et al. · 0 citations
Conference Jul 2026

Pegasus: Accelerating Large Language Model Inference with Stateful Prefix Caching

Modern large language model (LLM) inference suffers from severe Time-To-First-Token (TTFT) bottlenecks. Existing prefix KV caching mechanisms are inherently stateless, forcing a trade-off between cross-chunk attention accuracy and online recomputation overhead. To address this issue, we propose Pegasus, a novel statefu...

Fahao Chen, Peng Li, Dongxiao Yu et al. · 0 citations

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