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Joshua Melton

5 papers hereh-index 492 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CL1
  • cs.CR1
  • cs.SI1

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedPay Attention to Relations: Multi-embeddings for Attributed Multiplex Networks

1 citations · 2 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2024

Two-Stage Stance Labeling: User-Hashtag Heuristics with Graph Neural Networks

Joshua Melton, Shannon Reid, Gabriel Terejanu +1

The high volume and rapid evolution of content on social media present major challenges for studying the stance of social media users. In this work, we develop a two stage stance l…

cs.LG2022★ 1 cited

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

Joshua Melton, Michael Ridenhour, Siddharth Krishnan

Graph Convolutional Neural Networks (GCNs) have become effective machine learning algorithms for many downstream network mining tasks such as node classification, link prediction,…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.