publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

Pre-prints

2024

  1. Treasure hunting in the talent ocean: Automating talent acquisition for on-demand developers from GitHubPre-print
    Minchan Kim and Hakyeon Lee
    2024
    in preparation

Conference & Workshop Papers

2025

  1. Spatio-Temporal Graphs Beyond Grids: Benchmark for Maritime Anomaly DetectionNeurIPS Workshop
    Jeehong Kim*, Youngseok Hwang*, Minchan Kim, and 2 more authors
    In NeurIPS 2025 Workshop on AI for Science, San Diego, CA, US, 2025
    arXiv
  2. Adaptive Sparsified Graph Learning Framework for Vessel Behavior AnomaliesAAAI Workshop
    Jeehong Kim*, Minchan Kim*, Jaeseong Ju, and 3 more authors
    In AAAI 2025 Workshop and Challenge on Anomaly Detection in Scientific Domains, Philadelphia, PA, U.S., 2025
    arXiv

Journal Papers

2026

  1. InteractiveKG: Transparent and User-Controllable Knowledge Graph ReasoningInfo Vis
    Minchan Kim*, Yanjie Zhao*, Jaeseong Ju, and 2 more authors
    Information Visualization, 2026
    Special Issue from PacificVis 2026 Vis Meets AI Workshop

2025

  1. STGVAD: Spatio-Temporal Graph-based Vessel Behavior Anomaly DetectionIEEE Access
    Jeehong Kim*, Minchan Kim*, Youngseok Hwang, and 4 more authors
    IEEE Access, 2025
    Website