Joshua Melton

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Dense Subgraphs

Graph Representation

Top Venues

Nat. Lang. Eng.

Publications

Joshua Melton, Shannon Reid, Gabriel Terejanu, Siddharth Krishnan
Two-Stage Stance Labeling: User-Hashtag Heuristics with Graph Neural Networks. CoRR (2024)
Rezaur Rashid, Joshua Melton, Ouldouz Ghorbani, Siddharth Krishnan, Shannon Reid, Gabriel Terejanu
Quantifying Influencer Effects on Affective Polarization. CoRR (2024)
Joshua Melton, Siddharth Krishnan
muxGNN: Multiplex Graph Neural Network for Heterogeneous Graphs. IEEE Trans. Pattern Anal. Mach. Intell. 45 (9) (2023)
Marcos Zampieri, Isabelle Augenstein, Siddharth Krishnan, Joshua Melton, Preslav Nakov
Preface: Special issue on NLP approaches to offensive content online. Nat. Lang. Eng. 29 (6) (2023)
Joshua Melton, Michael Ridenhour, Siddharth Krishnan
Pay Attention to Relations: Multi-embeddings for Attributed Multiplex Networks. CoRR (2022)
Maya Kapoor, Joshua Melton, Michael Ridenhour, Thomas Moyer, Siddharth Krishnan
Flurry: A Fast Framework for Provenance Graph Generation for Representation Learning. CIKM (2022)
Maya Kapoor, Joshua Melton, Michael Ridenhour, Mahalavanya Sriram, Thomas Moyer, Siddharth Krishnan
Flurry: a Fast Framework for Reproducible Multi-layered Provenance Graph Representation Learning. CoRR (2022)
Maya Kapoor, Joshua Melton, Michael Ridenhour, Siddharth Krishnan, Thomas Moyer
PROV-GEM: Automated Provenance Analysis Framework using Graph Embeddings. ICMLA (2021)
Joshua Melton, Arunkumar Bagavathi, Siddharth Krishnan
DeL-haTE: A Deep Learning Tunable Ensemble for Hate Speech Detection. CoRR (2020)
Joshua Melton, Arunkumar Bagavathi, Siddharth Krishnan
DeL-haTE: A Deep Learning Tunable Ensemble for Hate Speech Detection. ICMLA (2020)