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Keichi Namikoshi

2 accepted papers

2026

Behavioral-Similarity and Clustering-Based Methods for Static Graph Estimation in Hybrid GNNs (Student Abstract)

AAAI 2026technical

In this study, we propose two methods to estimate static graphs from a single dynamic graph and integrate them into hybrid Graph Neural Networks (GNNs), which combine long-term static structure with transient dynamic interactions. Since static graphs are often unavailable and attributes may be diffi

Cited by 0SourcePDFScholar
2026

Social Influence-Based Mutual Acknowledgement Token Exchange (Student Abstract)

AAAI 2026technical

External incentive mechanisms have been studied as a method to promote cooperation in sequential social dilemmas involving multiple autonomous agents. Mutual Acknowledgment Token Exchange (MATE) is one such approach: by enabling agents to exchange acknowledgment tokens, it induces cooperation withou

Cited by 0SourcePDFScholar