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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

Zhen-Wei Lin

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2 papers indexed here

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Open access Sep 2026

Large-scale semidefinite programming with graphics processing units

By leveraging the hidden low-rank structure of large SDPs with sparse problem data, it is demonstrated that the parallel processing power of modern graphics processing units can substantially accelerate the solution process and enable much larger problems to be solved.

Qiu-Shi Han, Zhen-Wei Lin, Han-Wen Liu et al. · 1 citation
Preprint Sep 2026

Accelerated Prox-Level Methods for Unknown Piecewise-Smooth Optimization II: Function-constrained Optimization

We introduce an anytime, almost parameter-free algorithm for convex function-constrained optimization, in which the objective and constraint functions are unknown piecewise-smooth. Our algorithm, Restarted Penalty APEX (Penalty Accelerated Prox-level method for Exploring Piecewise Smoothness), is an accelerated bundle-...

Zhen-Wei Lin, Zhe Zhang · 1 citation

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