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News/ChronoSpike: An Adaptive Spiking Graph Neural Network for Dynamic Graphs
arxiv
PublishedMay 8, 2026 at 4:00 AM
—neutral

ChronoSpike: An Adaptive Spiking Graph Neural Network for Dynamic Graphs

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arXiv:2602.01124v3 Announce Type: replace Abstract: Dynamic graph representation learning requires capturing both structural relations and temporal evolution, yet existing approaches face a core trade-off: attention-based methods offer expressiveness at $O(T^2)$ complexity, while recurrent architect

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