David Aguado

Universidad Politécnica de Madrid

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Publication activitypapers/week, last 8 weeks

Research focus

Data Curation & Synthetic Data (1)Training Efficiency & Optimization (1)World Models & Planning (1)

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Daniel Fuertes (1)Carlos R. del-Blanco (1)Fernando Jaureguizar (1)

Papers (1)

Jul 21, 2026

Universidad Politécnica de MadridJul 21, 2026

On the Effectiveness of Pretraining for Graph Combinatorial Optimization

Geometric pretraining can lead to a 6.57% reduction in tour length for TSP1000, showcasing its potential to enhance neural solvers for complex routing problems.

David Aguado, Daniel Fuertes, Carlos R. del-Blanco +1

Data Curation & Synthetic Data Training Efficiency & Optimization World Models & Planning

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David Aguado

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)