Marco Serafini
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Announcement_prism

April 20, 2026

2026

Our paper PRISM: A Training System to Unlock the Potential of Temporal Graph Learning Through Staleness Avoidance has been accepted at VLDB 2026. PRISM tackles memory staleness in TGNN training using multi-version memory and iterative memory refinement, improving model accuracy and training/inference efficiency without changing the model itself. Congratulations to Emon and all co-authors!

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