Antonio Longa

Postdoc@University of Tromsø·挪威·OpenReview

研究方向

Temporal Network · Temporal GNN · Relational Deep Learning · Explenability · GNN · XAI · Network science · temporal graph mining · face-to-face interactions

5.5

Rethinking GNNs and Missing Features: Challenges, Evaluation and a Robust Solution

ICLR 2026Rejected

三作

4.5

Reconsidering Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs

ICLR 2025Poster

二作

4.0

Over 100x Speedup in Relational Deep Learning via Static GNNs and Tabular Distillation

合作者 (14)

Antonio Longa

Rethinking GNNs and Missing Features: Challenges, Evaluation and a Robust Solution

Improving expressivity in Link Prediction with GNNs via the Shortest Path

Bridging Theory and Practice in Link Representation with Graph Neural Networks

Simple Path Structural Encoding for Graph Transformers

Reconsidering Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs

Over 100x Speedup in Relational Deep Learning via Static GNNs and Tabular Distillation