Differentiable Koopman Operator for Contrastive Learning on Dynamic Graphs

arXiv:2610.02990 · cs.LG · Submitted 2026-10-02 · Read on arXiv

cs.LG

Submitted: 2026-10-02

Updated: 2026-10-02

Terminology

• Contrastive Learning — 1× in this paper · explained in 6 episodes
• Koopman Operator — 1× in this paper · explained in 2 episodes

Sources

• Deep Graph Contrastive Representation Learning
• Representation Learning with Contrastive Predictive Coding
• Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial Forensics
• Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks

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