11573/1754077 - 2025 -
Fast and Effective GNN Training through Sequences of Random Path Graphs Bonchi, F.; Gentile, C.; Nerini, F. P.; Panisson, A.; Vitale, F. - 04b Atto di convegno in volume
conference: 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2025 (Toronto; Canada)
book: KDD '25: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1 - ()
11573/1754074 - 2025 -
A True-to-the-Model Benchmark for Edge-Level Attributions of GNN Explainers Nerini, Francesco Paolo; Bonchi, Francesco; Panisson, André - 04b Atto di convegno in volume
conference: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2025 (Porto; Portugal)
book: Lecture Notes in Computer Science - (9783032060778; 9783032060785)
11573/1725347 - 2024 -
Value is in the Eye of the Beholder: A Framework for an Equitable Graph Data Evaluation Nerini, F. P.; Bajardi, P.; Panisson, A. - 04b Atto di convegno in volume
conference: 6th ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT) (Rio De Janeiro; Brasil)
book: FAccT '24: Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency - (9798400704505)
11573/1725346 - 2024 -
Explainability, Quantified: Benchmarking XAI Techniques Perotti, Alan; Borile, Claudio; Miola, Arianna; Nerini, Francesco Paolo; Baracco, Paolo; Panisson, André - 04b Atto di convegno in volume
conference: Explainable Artificial Intelligence (Valletta, Malta)
book: Communications in Computer and Information Science - (9783031637865; 9783031637872)