Francesco Landolfi

2 papers · 2023–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (10)

Venues

AAAI (1) ICLR (1)

Top co-authors

Davide Bacciu (2) Riccardo Massidda (1) Martina Cinquini (1) Alessio Conte (1)

Research topics

Machine Learning (2) Mathematics & Optimization (2) Core Methods (2) Computer Science (1) Computer Vision (1) Deep Learning (1) Application Areas (1) Architectures (1) Bayesian & Probabilistic (1) Foundations (1) Learning Types (1) Mathematics (1) Optimization (1) Processing (1)

Keywords

structure learning (1) graph classification (1) continuous optimization (1) data reduction (1) directed acyclic graph (1) graph coarsening (1) graph reconstruction (1) graph pooling (1) topological structure (1) graph downsampling (1) graph neural network (1) topological property preservation (1) acyclic orientation (1) topological properties (1)

Papers

Constraint-Free Structure Learning with Smooth Acyclic Orientations ICLR 2024 Generalizing Downsampling from Regular Data to Graphs AAAI 2023