Publications

2025

1. EMNLP Findings

   Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing

   Jongwoo Kim^†, Seongyeub Chu\\dagger, Bryan Wong, and 1 more author

   In Findings of the Association for Computational Linguistics: EMNLP, 2025

   PDF
2. CIKM

   Leveraging Multi-facet Paths for Heterogeneous Graph Representation Learning

   Jongwoo Kim, Seongyeub Chu, Hyeongmin Park, and 3 more authors

   In Proceedings of the 34th ACM International Conference on Information and Knowledge Management (CIKM), 2025

   PDF
3. SIGSPATIAL

   A Novel Evaluation Framework for 15-Minute City Using Satellite Imagery

   ChanJae Song^†, Seongyeub Chu^†, Kim^†, and 1 more author

   In ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems(SIGSPATIAL), 2025

   PDF
4. MICCAI

   MicroMIL: Graph-Based Multiple Instance Learning for Context-Aware Diagnosis with Microscopic Images

   Jongwoo Kim^†, Bryan Wong^†, Huazhu Fu, and 2 more authors

   In International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025

   PDF
5. NAACL Findings

   Rationale Behind Essay Scores: Enhancing S-LLM’s Multi-Trait Essay Scoring with Rationale Generated by LLMs

   Seongyeub Chu^†, Jongwoo Kim^†, Bryan Wong, and 1 more author

   In Findings of the Association for Computational Linguistics: NAACL, Albuquerque, United States, 2025

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6. CHI

   Think Together and Work Better: Combining Humans’ and LLMs’ Think-Aloud Outcomes for Effective Text Evaluation

   Seongyeub Chu^†, Jongwoo Kim^†, and Mun Yi

   In Proceedings of the ACM CHI Conference on Human Factors in Computing Systems (CHI), Yokohama, Japan, 2025

   (Oral)

   PDF
7. WACV

   Uncertainty-based Data-wise Label Smoothing for Calibrating Multiple Instance Learning in Histopathology Image

   Hyeongmin Park, Sungrae Hong, Chanjae Song, and 2 more authors

   In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Arizona, United States, 2025

   (Oral)

   PDF

2024

1. ISBI

   Leveraging Spatial Relationships in Microscope for Patient Cancer Diagnosis

   Jongwoo Kim, Minkyu Jeong, Hyeongmin Park, and 1 more author

   In IEEE International Symposium on Biomedical Imaging (ISBI), Athens, Greece, 2024

   PDF

2023

1. TFSC

   How to succeed in the market? Predicting startup success using a machine learning approach

   Jongwoo Kim, Hongil Kim, and Youngjung Geum

   Technological Forecasting and Social Change, 2023

   (IF=13.3)

   PDF
2. Preprint

   Few-Shot Learning from Gigapixel Images via Hierarchical Vision-Language Alignment and Modeling

   Bryan Wong^†, Jongwoo Kim^†, Huazhu Fu, and 1 more author

   2023

   Preprint

   PDF
3. Preprint

   Spatial Context-Driven Positive Pair Sampling for Enhanced Histopathology Image Classification

   Willmer Rafell Quinones Robles, Sakonporn Noree, Bryan Wong, and 2 more authors

   2023

   Preprint

   PDF
4. Preprint

   AMR: Aspect-Aware Mooc Recommendation in a Heterogeneous View

   Jongwoo Kim, Seongyeub Chu, Hyeongmin Park, and 2 more authors

   2023

   Preprint

   PDF
5. Preprint

   RFMRec: Enhancing Personal Recommendation Using Public Trend Captured via RFM

   Jongwoo Kim, Seongyeub Chu, and Mun Yi

   2023

   Preprint

   PDF