Mun Yong Yi
9 papers · 2014–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19) ⚡ Prolific Year · Productive
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(5)
Learning Types
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Healthcare & Medicine
(2)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Clinical
(2)
Models
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Core Methods
(1)
Keywords
large language model
(3)
multiple instance learning
(3)
uncertainty quantification
(2)
whole slide image
(2)
model calibration
(2)
medical imaging
(1)
in-context learning
(1)
question answering
(1)
prompt engineering
(1)
confidence calibration
(1)
semantic matching
(1)
label smoothing
(1)
multi-class classification
(1)
uncertainty estimation
(1)
cross-entropy loss
(1)
medical diagnosis
(1)
recommender system
(1)
automated essay scoring
(1)
knowledge tracing
(1)
histopathology image
(1)
Papers
Diagnose Like A REAL Pathologist: An Uncertainty-Focused Approach for Trustworthy Multi-Resolution Multiple Instance Learning
WACV 2026
Every Error has Its Magnitude: Asymmetric Mistake Severity Training for Multiclass Multiple Instance Learning
CVPR 2026
Leveraging LLM-Generated Schema Descriptions for Unanswerable Question Detection in Clinical Data
COLING 2025
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
Rationale Behind Essay Scores: Enhancing S-LLM’s Multi-Trait Essay Scoring with Rationale Generated by LLMs
NAACL 2025
Rethinking LLM-Based Recommendations: A Personalized Query-Driven Parallel Integration
EMNLP 2025
Uncertainty-Based Data-Wise Label Smoothing for Calibrating Multiple Instance Learning in Histopathology Image Classification
WACV 2025
Unsupervised Verb Inference from Nouns Crossing Root Boundary
COLING 2014