Daniel Fuertes

Universidad Politécnica de Madrid

Papers on Lattice

Total citations

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Publication activitypapers/week, last 8 weeks

Research focus

World Models & Planning (2)Architecture Design (Transformers, SSMs, MoE) (1)Data Curation & Synthetic Data (1)Training Efficiency & Optimization (1)

Frequent co-authors

Carlos R. del-Blanco (2)Fernando Jaureguizar (2)Leyre Encío (1)David Aguado (1)

Papers (2)

Jul 21, 2026

Universidad Politécnica de MadridJul 21, 2026

Enhancing Transformer-based Routing by Encoding Distance via Relative Positional Encoding

Encoding spatial relationships in Transformers can significantly boost performance in complex routing problems, achieving better solutions than conventional methods.

Leyre Encío, Daniel Fuertes, Carlos R. del-Blanco +1

Architecture Design (Transformers, SSMs, MoE)World Models & Planning

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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Daniel Fuertes

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)