Junsung (June) Hwang

Publications

Preprints & Journal Papers

  • Scalable Construction of Spectrally Near-Optimal Networks via Reinforcement Learning
    (This project has also been referred to as "Spectral Optimal Graph Construction via Reinforcement Learning" in earlier drafts.)
    Junsung Hwang, Ji Liu
    abstract submitted to NetSci 2026; full journal manuscript in preparation.
    [Abstract] | [GitHub]
  • A New Broadcast Model for Several Network Topologies
    Hongbo Lu, Junsung Hwang, Bernard Tenreiro, Nabila Jaman Tripti, Darren Hamilton, Yuefan Deng
    Submitted to The Journal of Supercomputing, May 2025
    [ArXiv] | [GitHub]

Software

  • GraphEvo: Evolutionary Design of k-regular Graphs
    Open-source framework with MPI-based island model
    [Documentation] | [GitHub]
© Copyright 2025 Junsung Hwang.