Full list is also available on my Google Scholar profile: View Google Scholar
2025
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Few-Shot Learning from Gigapixel Images via Hierarchical Vision-Language Alignment and Modeling
Bryan Wong*, Jongwoo Kim*, Huazhu Fu, and 1 more author
In The Thirty-Ninth Annual Conference on Neural Information Processing Systems, 2025
(Acceptance rate: 5,290 / 21,575 = 24.52%)
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Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing
Jongwoo Kim*, SeongYeub Chu*, Bryan Wong, and 1 more author
In Findings of the Conference on Empirical Methods in Natural Language Processing, 2025
(Acceptance rate: 1,420 / 8,174 = 17.35% for Findings)
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Leveraging Multi-Facet Paths for Heterogeneous Graph Representation Learning
Jongwoo Kim, SeongYeub Chu, Hyeongmin Park, and 3 more authors
In ACM International Conference on Information and Knowledge Management, 2025
(Acceptance rate: 443 / 1,627 = 27%)
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MicroMIL: Graph-Based Contextual Multiple Instance Learning for Patient Diagnosis Using Microscopy Images
Jongwoo Kim*, Bryan Wong*, Huazhu Fu, and 3 more authors
In International Conference on Medical Image Computing and Computer Assisted Intervention, 2025
(Acceptance rate: 1,014 / 3,447 = 29%)
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Rationale Behind Essay Scores: Enhancing S-LLM’s Multi-Trait Essay Scoring with Rationale Generated by LLMs
SeongYeub Chu*, Jong Woo Kim*, Bryan Wong, and 1 more author
In Findings of the Association for Computational Linguistics: NAACL, 2025
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Rethinking Pre-Trained Feature Extractor Selection in Multiple Instance Learning for Whole Slide Image Classification
Bryan Wong, Sungrae Hong, and Mun Yong Yi
In IEEE International Symposium on Biomedical Imaging, 2025
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Towards Classifying Histopathological Microscope Images as Time Series Data
Sungrae Hong, Hyeongmin Park, Youngsin Ko, and 3 more authors
In IEEE International Symposium on Biomedical Imaging, 2025
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Preprint 2025
Spatial Context-Driven Positive Pair Sampling for Enhanced Histopathology Image Classification
Willmer Rafell Quinones Robles, Sakonporn Noree, Young Sin Ko, and 3 more authors
arXiv preprint arXiv:2503.05170, 2025
2024
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A Predicted-Loss Based Active Learning Approach for Robust Cancer Pathology Image Analysis in the Workplace
Mujin Kim, Willmer Rafell Quinones Robles, Young Sin Ko, and 3 more authors
BMC Medical Imaging, 2024
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Preprint 2024
PreMix: Label-Efficient Multiple Instance Learning via Non-Contrastive Pre-Training and Feature Mixing
Bryan Wong, and Mun Yong Yi
arXiv preprint arXiv:2408.01162, 2024
2022
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Analyzing Gender Pay Gap in STEM Fields by Life Trajectory
Wenchao Dong, Bryan Wong, Hasnain Irshad Bhatti, and 2 more authors
In International Conference on Computational Social Science and Korea Computer Congress, 2022
