Attacking Byzantine Robust Aggregation in High Dimensions

1 code implementation • 22 Dec 2023 • Sarthak Choudhary, Aashish Kolluri, Prateek Saxena

Designing such aggregators is challenging when dealing with high dimensions.

Scalable Neural Network Training over Distributed Graphs

1 code implementation • 25 Feb 2023 • Aashish Kolluri, Sarthak Choudhary, Bryan Hooi, Prateek Saxena

We present RETEXO, the first framework which eliminates the severe communication bottleneck in distributed GNN training while respecting any given data partitioning configuration.

Node Classification