研究成果

Design Space for Degree-related Fair Graph Neural Networks

Taiki Ishisaki, Yuya Sasaki

The 10th APWeb-WAIM joint International Conference on Web and Big Data (APWeb-WAIM)

2026年9月

Sublime: Selecting Subgraph Matching Algorithms via Machine Learning

Genryu Kuraya, Konstantinos Skitsas, Davide Mottin, Panagiotis Karras, Daichi Amagata, Yuya Sasaki

Proceedings of the ACM on Management of Data

2026年5月

巻・号・ページ: Vol. 4 , No. 3 , pp. 1-25

Systemic gendered citation imbalance in computer science: evidence from conferences and journals

Kazuki Nakajima, Yuya Sasaki, Sohei Tokuno, George Fletcher

Scientometrics

2026年3月

巻・号・ページ: Vol. 2049–2077

Multi-Order Hypergraph Stochastic Block Model

Kazuki Nakajima, Yuya Sasaki, Takeaki Uno, Masaki Aida

International School and Conference on Network Science (NetSciX)

2026年2月

Explaining Temporal Graph Neural Network via Quantum-Inspired Evolutionary Algorithm

Masahiro Mitani, Yuya Sasaki

The 40th Annual AAAI Conference on Artificial Intelligence (AAAI)

2026

QIEA-TGX+: Post-hoc Explainer for Temporal Graph Neural Networks with Quantum-Inspired Evolutionary Algorithm

Rikuya Ohara, Masahiro Mitani, Yuya Sasaki

IEEE ACCESS

2026

Survey on Verifiable Machine Learning

Lyu He, Xikun Jiang, Borid Dudder, Yuya Sasaki

ACM Computing Survey

2026

DOI: 10.1145/3847111