Search Results for author: Manuel Dileo

Found 2 papers, 0 papers with code

DURENDAL: Graph deep learning framework for temporal heterogeneous networks

no code implementations30 Sep 2023 Manuel Dileo, Matteo Zignani, Sabrina Gaito

DURENDAL can help to easily repurpose any heterogeneous graph learning model to evolving networks by combining design principles from snapshot-based and multirelational message-passing graph learning models.

Graph Learning Knowledge Graphs +2

Temporal Smoothness Regularisers for Neural Link Predictors

no code implementations16 Sep 2023 Manuel Dileo, Pasquale Minervini, Matteo Zignani, Sabrina Gaito

Furthermore, we evaluate the impact of a wide range of temporal smoothing regularisers on two state-of-the-art temporal link prediction models.

Knowledge Graphs Link Prediction +2

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