StreamTGN: A GPU-Efficient Serving System for Streaming Temporal Graph Neural Networks

Lingling Zhang, Pengpeng Qiao, Zhiwei Zhang +2

Temporal Graph Neural Networks (TGNs) achieve state-of-the-art performance on dynamic graph tasks, yet existing systems focus exclusively on accelerating training -- at inference t…