Research Achievements

Exploring Exploratory Querying

Marcelo Arenas, Enrico Franconi, Janik Hammerer, Olaf Hartig, Katja Hose, Laura Koesten, George Konstantinidis, Leonid Libkin, Wim Martens, Yuya Sasaki, Stefanie Scherzinger, Katherine Thornton, Hsiang-Yun Wu

Proceedings of the VLDB Endowment (PVLDB)

12, 2025

Vol/No/Pages: Vol. 18 , No. 13 , pp. 5731 - 5739

From Benchmarking to Understanding FairML

Mykola Pechenizkiy, Hilde Weerts, Cassio de Campos, Yuya Sasaki, Julia Stoyanovich

European Conference on Artificial Intelligence (ECAI)

10, 2025

DOI: 10.3233/FAIA250783

Vol/No/Pages: Vol. 413 , pp. 38 - 45

Graph Neural Network Leveraging Higher-Order Class Label Connectivity for Heterophilous Graphs

Takuto Takahashi, Itsuki Nakayama, Takahiro Mitani, Ryosuke Kikuchi, Yuya Sasaki, Makoto Onizuka

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)

9, 2025

DOI: 10.1007/978-3-032-05981-9_28

Vol/No/Pages: pp. 474 - 491