publications

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

Working Papers

2026

  1. Relational Injection Attack Against Relational Deep Learning
    Minchan Kim*, Joonsung Kwon*, Jeehong Kim, and Hyunwoo Park
    2026
    Under review

2026

  1. CWhat Gets Measured Gets Managed: Sign-aware Recommendation Needs Sign-aware Evaluation
    Minchan Kim, Jungmin Hwang, and Hyunwoo Park
    In NeurIPS 2026 Evaluations and Datasets Track, Sydney, Australia, 2026
    arXiv

2025

  1. WSpatio-Temporal Graphs Beyond Grids: Benchmark for Maritime Anomaly Detection
    Jeehong Kim*, Youngseok Hwang*, Minchan Kim, Sungho Bae, and Hyunwoo Park
    In NeurIPS 2025 Workshop on AI for Science, San Diego, CA, USA, 2025
    arXiv
  2. WAdaptive Sparsified Graph Learning Framework for Vessel Behavior Anomalies
    Jeehong Kim*, Minchan Kim*, Jaeseong Ju, Youngseok Hwang, Wonhee Lee, and Hyunwoo Park
    In AAAI 2025 Workshop and Challenge on Anomaly Detection in Scientific Domains, Philadelphia, PA, USA, 2025
    arXiv

2026

  1. JInteractiveKG: Transparent and User-Controllable Knowledge Graph Reasoning
    Minchan Kim*, Yanjie Zhao*, Jaeseong Ju, Jaeeun Seo, and Hyunwoo Park
    Information Visualization, 2026
    Special Issue from PacificVis 2026 Vis Meets AI Workshop
    Website GitHub
  2. JTreasure Hunting in the Talent Ocean: Automating Talent Acquisition for Competent Developers from GitHub
    Minchan Kim and Hakyeon Lee
    Annals of Data Science, 2026
    Website GitHub

2025

  1. JSTGVAD: Spatio-Temporal Graph-based Vessel Behavior Anomaly Detection
    Jeehong Kim*, Minchan Kim*, Youngseok Hwang, Sungho Bae, Deuk Jae Cho, Wonhee Lee, and Hyunwoo Park
    IEEE Access, 2025
    Website GitHub