Sotabase

Career

· PhD in Computer Science, Stony Brook University2005–2010
· M. Tech in Computer Science, IIT Bombay2003–2005
· Reader (Associate Professor), University of Edinburgh
· B. Tech in Computer Science, University of Kalyani

Publications (72)

Multi-scale Attributed Node Embedding
J. Complex Networks · 2019
1,013
cited
GEMSEC: Graph Embedding with Self Clustering
International Conference on Advances in Social Networks Analysis and Mining · 2018
351
cited
Low Distortion Delaunay Embedding of Trees in Hyperbolic Plane
International Symposium Graph Drawing and Network Visualization · 2011
274
cited
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models
International Conference on Information and Knowledge Management · 2021
247
cited
Distributed Submodular Maximization
Journal of machine learning research · 2013
209
cited
Karate Club: An API Oriented Open-Source Python Framework for Unsupervised Learning on Graphs
International Conference on Information and Knowledge Management · 2020
204
cited
Greedy routing with guaranteed delivery using Ricci flows
2009 International Conference on Information Processing in Sensor Networks · 2009
137
cited
A semi-supervised learning approach for robust indoor-outdoor detection with smartphones
ACM International Conference on Embedded Networked Sensor Systems · 2014
127
cited
Double Rulings for Information Brokerage in Sensor Networks
IEEE/ACM Transactions on Networking · 2006
114
cited
Community Detection
Encyclopedia of Machine Learning and Data Mining · 2014
103
cited
Twitch Gamers: a Dataset for Evaluating Proximity Preserving and Structural Role-based Node Embeddings
arXiv.org · 2021
87
cited
Fast Sequence-Based Embedding with Diffusion Graphs
arXiv.org · 2018
68
cited
Light-Weight Contour Tracking in Wireless Sensor Networks
IEEE INFOCOM 2008 - The 27th Conference on Computer Communications · 2008
62
cited
Resilient Routing for Sensor Networks Using Hyperbolic Embedding of Universal Covering Space
2010 Proceedings IEEE INFOCOM · 2010
54
cited
Shape Segmentation and Applications in Sensor Networks
IEEE INFOCOM 2007 - 26th IEEE International Conference on Computer Communications · 2007
53
cited
Little Ball of Fur: A Python Library for Graph Sampling
International Conference on Information and Knowledge Management · 2020
43
cited
Hierarchical Spatial Gossip for Multi-Resolution Representations in Sensor Networks
International Symposium on Information Processing in Sensor Networks · 2007
42
cited
Iso-Contour Queries and Gradient Descent with Guaranteed Delivery in Sensor Networks
IEEE INFOCOM 2008 - The 27th Conference on Computer Communications · 2008
42
cited
The Shapley Value of Classifiers in Ensemble Games
International Conference on Information and Knowledge Management · 2021
39
cited
Chickenpox Cases in Hungary: a Benchmark Dataset for Spatiotemporal Signal Processing with Graph Neural Networks
arXiv.org · 2021
36
cited
Sotabase
Rik Sarkar | Researcher Profile | Sotabase | Sotabase