Joshua Melton

According to our database, Joshua Melton authored at least 8 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Preface: Special issue on NLP approaches to offensive content online.

Marcos Zampieri, Isabelle Augenstein, Siddharth Krishnan, Joshua Melton, Preslav Nakov

Nat. Lang. Eng., November, 2023

muxGNN: Multiplex Graph Neural Network for Heterogeneous Graphs.

Joshua Melton, Siddharth Krishnan

IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

muxGNN Heterogeneous Graphs.

Joshua Melton

Dataset, March, 2023

2022

Flurry: a Fast Framework for Reproducible Multi-layered Provenance Graph Representation Learning.

Maya Kapoor, Joshua Melton, Michael Ridenhour, Mahalavanya Sriram, Thomas Moyer, Siddharth Krishnan

CoRR, 2022

Pay Attention to Relations: Multi-embeddings for Attributed Multiplex Networks.

Joshua Melton, Michael Ridenhour, Siddharth Krishnan

CoRR, 2022

Flurry: A Fast Framework for Provenance Graph Generation for Representation Learning.

Maya Kapoor, Joshua Melton, Michael Ridenhour, Thomas Moyer, Siddharth Krishnan

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

PROV-GEM: Automated Provenance Analysis Framework using Graph Embeddings.

Maya Kapoor, Joshua Melton, Michael Ridenhour, Siddharth Krishnan, Thomas Moyer

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020

DeL-haTE: A Deep Learning Tunable Ensemble for Hate Speech Detection.

Joshua Melton, Arunkumar Bagavathi, Siddharth Krishnan

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020