Publications

DeepWalking Backwards: From Embeddings Back to Graphs
Sudhanshu Chanpuriya, Cameron Musco, Konstantinos Sotiropoulos, and Charalampos Tsourakakis.
In submission.
arXiv | GitHub

Node Embeddings and Exact Low-Rank Representations of Complex Networks
Sudhanshu Chanpuriya, Cameron Musco, Konstantinos Sotiropoulos, and Charalampos Tsourakakis.
Neural Information Processing Systems (NeurIPS) 2020.
arXiv | GitHub

InfiniteWalk: Deep Network Embeddings as Laplacian Embeddings with a Nonlinearity
Sudhanshu Chanpuriya and Cameron Musco.
Knowledge Discovery in Databases (KDD) 2020.
arXiv | GitHub