no code implementations • 7 Feb 2022 • Liangyu Zhao, Siddharth Pal, Tapan Chugh, Weiyang Wang, Jason Fantl, Prithwish Basu, Joud Khoury, Arvind Krishnamurthy
We consider the problem of distilling efficient network topologies for collective communications.
1 code implementation • 1 Sep 2020 • Shravika Mittal, Tanmoy Chakraborty, Siddharth Pal
In this paper, we study how a metric for node influence in network growth models behaves over time as the network evolves.
no code implementations • 26 Oct 2017 • James Atwood, Siddharth Pal, Don Towsley, Ananthram Swami
The predictive power and overall computational efficiency of Diffusion-convolutional neural networks make them an attractive choice for node classification tasks.