Publications

(Page last updated Sept. 12th, 2023)

First Author Publications:

Inherent Limits on Topology-Based Link Prediction (Link)
Justus I. Hibshman, Tim Weninger
2023 – Transactions on Machine Learning Research

Joint Subgraph-to-Subgraph Transitions: Generalizing Triadic Closure for Powerful and Interpretable Graph Modeling (Link)
Justus I. Hibshman, Daniel Gonzalez, Satyaki Sikdar, Tim Weninger
2021 – Proceedings of the 14th ACM International Conference on Web Search and Data Mining, 815-823

Towards Interpretable Graph Modeling with Vertex Replacement Grammars (Link)
Justus I. Hibshman, Satyaki Sikdar, Tim Weninger
2019 – IEEE International Conference on Big Data (Big Data), 770-779

Other Publications:

Modeling Graphs with Vertex Replacement Grammars (Link)
Satyaki Sikdar, Justus I. Hibshman, Tim Weninger
2019 – IEEE International Conference on Data Mining (ICDM), 558-567

Currently Unpublished Works:

Ratio of Symmetries Between any two n-Node Graphs (arXiv)
Justus I. Hibshman

Higher Order Imprecise Probabilities and Statistical Testing (arXiv)
Justus I. Hibshman, Tim Weninger