Janet Layne

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 7

Top Topics

Representational Power

Transfer Learning

Graph Representation

Temporal Analysis

Top Venues

Proc. VLDB Endow.

J. Complex Networks

Publications

Janet Layne, Justin Carpenter, Edoardo Serra, Francesco Gullo
Temporal SIR-GN: Efficient and Effective Structural Representation Learning for Temporal Graphs. Proc. VLDB Endow. 16 (9) (2023)
Janet Layne, Edoardo Serra
A Novel Method to Enable Transfer Learning of Structural Graph Representations. BigData (2023)
Justin Carpenter, Janet Layne, Edoardo Serra, Alfredo Cuzzocrea, Carmine Gallo
Structural Node Representation Learning for Detecting Botnet Nodes. ICCSA (1) (2023)
Justin Carpenter, Janet Layne, Edoardo Serra, Alfredo Cuzzocrea
Detecting Botnet Nodes via Structural Node Representation Learning. IEEE BigData (2021)
Jeffrey Fairbanks, Andres Orbe, Christine Patterson, Janet Layne, Edoardo Serra, Marion Scheepers
Identifying ATT&CK Tactics in Android Malware Control Flow Graph Through Graph Representation Learning and Interpretability. IEEE BigData (2021)
Gian Maria Campedelli, Janet Layne, Jack Herzoff, Edoardo Serra
The geometrical shapes of violence: predicting and explaining terrorist operations through graph embeddings. J. Complex Networks 10 (2) (2021)
Janet Layne, Edoardo Serra
Inferential SIR-GN: Scalable Graph Representation Learning. CoRR (2021)