Sotabase

Career

· Assistant Professor, McGill University2018–
· Core Academic Member, Mila - Quebec Artificial Intelligence Institute2018–
· B.Sc. in Computer Engineering, Amirkabir University of Technology
· Postdoctoral Researcher, Carnegie Mellon University
· Ph.D. in Computing Science, University of Alberta

Publications (168)

Towards Better Evaluation for Dynamic Link Prediction
Neural Information Processing Systems · 2022
158
cited
Temporal Graph Benchmark for Machine Learning on Temporal Graphs
Neural Information Processing Systems · 2023
148
cited
Collaborative Learning of Students in Online Discussion Forums: A Social Network Analysis Perspective
2014
99
cited
Analyzing Participation of Students in Online Courses Using Social Network Analysis Techniques
Educational Data Mining · 2011
94
cited
The Surprising Performance of Simple Baselines for Misinformation Detection
The Web Conference · 2021
73
cited
Laplacian Change Point Detection for Dynamic Graphs
Knowledge Discovery and Data Mining · 2020
72
cited
Towards Reliable Misinformation Mitigation: Generalization, Uncertainty, and GPT-4
Conference on Empirical Methods in Natural Language Processing · 2023
64
cited
Community evolution prediction in dynamic social networks
International Conference on Advances in Social Networks Analysis and Mining · 2014
59
cited
Incremental local community identification in dynamic social networks
International Conference on Advances in Social Networks Analysis and Mining · 2013
59
cited
Generating Attributed Networks with Communities
PLoS ONE · 2015
57
cited
Social network analysis and mining to support the assessment of on-line student participation
SKDD · 2012
52
cited
Open, Closed, or Small Language Models for Text Classification?
arXiv.org · 2023
51
cited
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets
International Conference on Learning Representations · 2023
38
cited
Active Search of Connections for Case Building and Combating Human Trafficking
Knowledge Discovery and Data Mining · 2018
31
cited
SigTran: Signature Vectors for Detecting Illicit Activities in Blockchain Transaction Networks
Pacific-Asia Conference on Knowledge Discovery and Data Mining · 2021
30
cited
Graph Attention Networks with Positional Embeddings
Pacific-Asia Conference on Knowledge Discovery and Data Mining · 2021
25
cited
Web service matching for RESTful web services
Symposium on Web Systems Evolution · 2011
24
cited
Relative Validity Criteria for Community Mining Algorithms
2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining · 2012
23
cited
Meerkat: Community Mining with Dynamic Social Networks
2010 IEEE International Conference on Data Mining Workshops · 2010
22
cited
SSRM: structural social role mining for dynamic social networks
Social Network Analysis and Mining · 2014
22
cited
Sotabase