Seungjun Chu

Under review

* denotes co-first authorship · my name is set in bold

  1. CDGP: Contrastive Dual Gaussian Processes for Weakly Supervised Anomaly Segmentation

    S. Chu*, S. Han*, M. Nowak, and P. Chin

    AAAI Conference on Artificial Intelligence (AAAI 2027)

    Under reviewCo-first author

  2. SPARC: Subspace Position-Aware Robust Few-Shot Calibration for Distribution-Shifted Industrial Anomaly Detection

    S. Han*, S. Chu*, M. Nowak, and P. Chin

    AAAI Conference on Artificial Intelligence (AAAI 2027)

    Under reviewCo-first author

  3. Healthcare accessibility modeling

    S. Chu, J. Park, and J. Jeong

    Health & Place

    Under reviewFirst author

In preparation

Working titles — venue is the intended target, not an acceptance

  1. Wafer defect classification

    S. Chu and S. Chung

    International Journal of Production Research

    In preparationFirst author

  2. Urban rail crowding optimization

    S. Chu, J. Park, H. Kim, and J. Jeong

    Transportation Research Part A: Policy and Practice

    In preparationFirst author

  3. Unsupervised anomaly detection

    S. Han*, S. Chu*, and S. Chung

    Methodology under development

    In progressCo-first author

  4. 3D Gaussian splatting

    S. Chu*, S. Han*, M. Nowak, and P. Chin

    Methodology under development

    In progressCo-first author

Journal articles

Peer reviewed and published

  1. Analysis of Determinants of 5 Major Crimes in Seoul using Spatial Big Data

    S. Chu and K. Kim

    Journal of the Korea Institute of Information & Communication Engineering, vol. 28, no. 4, pp. 369–378, April 2024

    Published doi:10.6109/jkiice.2024.28.4.369

International conference presentations

  1. A Multidimensional Diagnostic and Explanatory Framework for Social Infrastructure Accessibility Using Digital Footprint Data: The Case of Healthcare Inequality in a Metropolis

    S. Chu, J. Park, and J. Jeong

    16th Annual Conference on Health IT and Analytics (CHITA 2026), Washington, DC, May 2026

    Oral presentation

Domestic conference presentations

  1. A Satellite Image-Based Framework for Digitizing Port Yard States and Evaluating Spatial Operational Decisions

    S. Chu and S. Chung

    2026 Spring Conference of the Korean Society of Supply Chain Management

    Oral presentationBest Paper Award

  2. Application of Geographically Weighted Principal Component Analysis to Domestic Administrative Data

    S. Chu

    2024 Spring Conference of the Korea Institute of Information and Communication Engineering

    Oral presentationOutstanding Student Paper Award

  3. Analysis of Collaborative Research Trends in the Journal of the Korea Institute of Information and Communication Engineering using Co-authorship Network

    S. Chu, Y. Koh, M. Kim, and T. Kim

    2024 Spring Conference of the Korea Institute of Information and Communication Engineering

    Oral presentationOutstanding Student Paper Award

  4. Comparison of the Performance of Regression Models for Analyzing Determinants of 5 Major Crimes

    S. Chu

    2023 Fall Conference of the Korea Institute of Information and Communication Engineering

    Oral presentationOutstanding Student Paper Award