Sotabase

Career

· Professor (with tenure), University of Illinois at Urbana-Champaign2024–
· Associate Professor (with tenure), Arizona State University2018–
· Assistant Professor, City College, City University of New York2013–
· Research Staff Member, IBM T.J. Watson Research Center2010–
· Post-Doctoral Fellow, Carnegie Mellon University2009–

Publications (352)

Graph convolutional networks: a comprehensive review
Computational Social Networks · 2019
1,592
cited
Graph based anomaly detection and description: a survey
Data mining and knowledge discovery · 2014
1,515
cited
Fast Random Walk with Restart and Its Applications
Industrial Conference on Data Mining · 2006
1,283
cited
RolX: structural role extraction & mining in large graphs
Knowledge Discovery and Data Mining · 2012
465
cited
Manifold-ranking based image retrieval
MULTIMEDIA '04 · 2004
388
cited
Activity recognition with smartphone sensors
2014
372
cited
Random walk with restart: fast solutions and applications
Knowledge and Information Systems · 2008
372
cited
Blur detection for digital images using wavelet transform
IEEE International Conference on Multimedia and Expo · 2004
322
cited
Center-piece subgraphs: problem definition and fast solutions
Knowledge Discovery and Data Mining · 2006
304
cited
Fast best-effort pattern matching in large attributed graphs
Knowledge Discovery and Data Mining · 2007
287
cited
It's who you know: graph mining using recursive structural features
Knowledge Discovery and Data Mining · 2011
278
cited
Data Augmentation for Deep Graph Learning
SIGKDD Explorations · 2022
271
cited
Gelling, and melting, large graphs by edge manipulation
International Conference on Information and Knowledge Management · 2012
264
cited
FINAL: Fast Attributed Network Alignment
Knowledge Discovery and Data Mining · 2016
259
cited
HDMI: High-order Deep Multiplex Infomax
The Web Conference · 2021
191
cited
Using ghost edges for classification in sparsely labeled networks
Knowledge Discovery and Data Mining · 2008
170
cited
Virus Propagation on Time-Varying Networks: Theory and Immunization Algorithms
ECML/PKDD · 2010
168
cited
BIG-ALIGN: Fast Bipartite Graph Alignment
2013 IEEE 13th International Conference on Data Mining · 2013
165
cited
On the Vulnerability of Large Graphs
2010 IEEE International Conference on Data Mining · 2010
163
cited
Fairness-aware Agnostic Federated Learning
SDM · 2020
154
cited
Sotabase