Jongwoo Kim
4 papers · 2005–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Ultra
🌉
Interdisciplinary Bridge · Silver
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Conference Pioneer
Venues
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Research topics
Keywords
few-shot learning
(1)
uncertainty quantification
(1)
model calibration
(1)
in-context learning
(1)
confidence calibration
(1)
label smoothing
(1)
multiple instance learning
(1)
uncertainty estimation
(1)
whole slide image
(1)
knowledge tracing
(1)
histopathology image
(1)
large language model
(1)
textual option weighting
(1)
option weighting
(1)
Papers
MicroMIL: Graph-Based Multiple Instance Learning for Context-Aware Diagnosis with Microscopic Images
MICCAI 2025
Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing
EMNLP 2025
Uncertainty-Based Data-Wise Label Smoothing for Calibrating Multiple Instance Learning in Histopathology Image Classification
WACV 2025
An RRT-Based Algorithm for Testing and Validating Multi-Robot Controllers
RSS 2005