Ryoji Kubo

According to our database, Ryoji Kubo authored at least 4 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Composable Crystals: Controllable Materials Discovery via Concept Learning.

Nian Liu, Yuwei Zeng, Ryoji Kubo, Nikita Kazeev, Stephen G. Dale, Artem Maevskiy, Pengru Huang, Thomas Laurent, Kostya S. Novoselov, Xavier Bresson

CoRR, May, 2026

Crys-JEPA: Accelerating Crystal Discovery via Embedding Screening and Generative Refinement.

Nian Liu, Nikita Kazeev, Stephen G. Dale, Artem Maevskiy, Yuwei Zeng, Ryoji Kubo, Pengru Huang, Thomas Laurent, Yann LeCun, Kostya S. Novoselov, Xavier Bresson

CoRR, May, 2026

2025

RAW-Explainer: Post-hoc Explanations of Graph Neural Networks on Knowledge Graphs.

Ryoji Kubo, Djellel Difallah

CoRR, June, 2025

2024

XGExplainer: Robust Evaluation-based Explanation for Graph Neural Networks.

Ryoji Kubo, Djellel Eddine Difallah

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024