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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

Qingfu Zhang

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Conference Open access Sep 2026

Opinion Maximization in Social Networks: An Inverse Optimization Perspective

An inverse optimization perspective for OM is provided by reformulating it as an opinion minimization (OMin) problem, whose objective function holds succinct expression and desired properties and introduces a bounded estimation scheme (BES) that can estimate the objective function of OMin with bounded error in Õ(kn+m)...

Yilu Liu, Bo Xue, Yiming Yao et al. · 0 citations
2025

Neural Evolution Strategy for Black-box Pareto Set Learning

This work proposes leveraging evolution strategies (ESs), a class of specialized black-box optimization algorithms, within the PSL paradigm, by encapsulating the dependencies within a neural network, which is then trained using a novel gradient estimation method.

Chengyu Lu, Zhenhua Li, Xi Lin et al. · 0 citations

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