1 citations · 1 across the 3 of their papers we have counts for
4 papers
Stable Transformers for Graph Generation
Luca Miglior, Alessio Gravina, Davide Bacciu
Graph generative models increasingly rely on Graph Transformers (GT) to capture complex dependencies among nodes and edges. While deeper architectures should provide greater expres…
Can You Hear Me Now? A Benchmark for Long-Range Graph Propagation
Luca Miglior, Matteo Tolloso, Alessio Gravina +1
Effectively capturing long-range interactions remains a fundamental yet unresolved challenge in graph neural network (GNN) research, critical for applications across diverse fields…
Towards Efficient Molecular Property Optimization with Graph Energy Based Models
Luca Miglior, Lorenzo Simone, Marco Podda +1
Optimizing chemical properties is a challenging task due to the vastness and complexity of chemical space. Here, we present a generative energy-based architecture for implicit chem…
On the effectiveness of smartphone IMU sensors and Deep Learning in the detection of cardiorespiratory conditions
Lorenzo Simone, Luca Miglior, Vincenzo Gervasi +4
This research introduces an innovative method for the early screening of cardiorespiratory diseases based on an acquisition protocol, which leverages commodity smartphone's Inertia…