Match tier Listed
Presence Current · Arkansas
Last published 2026
Sources OpenAlex · ORCID
Refreshed 2026-08-17

Jake Nelson

Researcher

Arkansas Tech University

Also affiliated: Southern Arkansas University Tech (2026)

Graduate Student Researcher

2 pubs

Research Areas

OverviewAI-generated summary

Jake Nelson's research focuses on the application of recurrent state-space models to understand complex network dynamics, particularly in the context of heterophilic graphs. His work investigates how to enhance the robustness of these models for tasks such as social bot detection. Nelson has published two recent works in 2026 that explore these themes, including "Beyond Smoothing: A Recurrent State-Space Perspective on Heterophilic Graph Dynamics" and "Navigating the Heterophily Spectrum: Topology-Enhanced Gating for Robust Social Bot Detection."

Metrics

  • Publications: 2

Selected Publications

  • Beyond Smoothing: A Recurrent State-Space Perspective on Heterophilic Graph Dynamics (2026)
    SSRN Electronic Journal DOI OpenAlex
  • Navigating the Heterophily Spectrum: Topology-Enhanced Gating for Robust Social Bot Detection (2026)
    SSRN Electronic Journal DOI OpenAlex

View all publications on OpenAlex →

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