Abstract: Anomaly detection of multivariate time series is critical in many applications. However, traditional statistical and machine learning models have limitations in modeling complex temporal ...
GraphSAINT is a general and flexible framework for training GNNs on large graphs. GraphSAINT highlights a novel minibatch method specifically optimized for data with complex relationships (i.e., ...
Recently, a technique called equality saturation adapted e-graphs for program optimization. Equality saturation can ...
At VB Transform 2026, Max McPhee, senior solution advisor at SAP, spoke with Rob Stretchay, lead analyst at VentureBeat ...
Nguyen, H. H., Nguyen, N. M., Xie, C., Ahmadi, Z., Kudendo, D., Doan, T. N., & Jiang, L. (2022, October). MANDO: Multi-Level Heterogeneous Graph Embeddings for Fine ...
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