most citedGARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks

5 citations · 8 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2022★ 5 cited

GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks

Chenhui Deng, Xiuyu Li, Zhuo Feng +1

Graph neural networks (GNNs) have been increasingly deployed in various applications that involve learning on non-Euclidean data. However, recent studies show that GNNs are vulnera…

cs.DC2021★ 3 cited

Software-Hardware Co-design for Fast and Scalable Training of Deep Learning Recommendation Models

Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang +50

Deep learning recommendation models (DLRMs) are used across many business-critical services at Facebook and are the single largest AI application in terms of infrastructure demand…