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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

Teng-Fei Tu

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3 papers indexed here

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Open access Aug 2026

RTCatch: a real-time detection method to combat evolving rust language ransomware

Rust has garnered increasing attention as a programming language known for its high security and efficiency. However, new evidence suggests that attackers are now using Rust to develop novel ransomware variants, aiming to evade detection tools and maximize destructive capabilities. In this paper, we construct a real-wo...

Cheng Wang, Guang-Jun Wu, Shu-Hao Li et al. · 0 citations
Open access Jul 2026

Test Case Prioritization for DNNs via Neural Collapse Instability

A Neural-Collapse-Inspired Prioritization (NCIP) framework that replaces absolute confidence with cross-checkpoint prediction variability in the terminal training regime, where model geometry becomes highly structured and achieves strong performance in early fault discovery compared with competitive baselines.

Chun-Yu Liu, Ming-Yuan Li, Yang Li et al. · 0 citations
Open access Jul 2026

Federated heterogeneous subgraph learning with meta-path-guided role mapping and condensation

A new federated learning framework, federated heterogeneous subgraph learning with meta-path-guided role mapping and condensation (FedPRC) with a meta-path-guided virtual node generation method, which significantly outperforms existing federated graph learning baseline models in node classification tasks.

Yanjin Cheng, Wen-Min Li, Su-Lu Qin et al. · 0 citations

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