Hyewon Jeong
8 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird
π
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Keyword Collector
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Top co-authors
Research topics
Machine Learning
(7)
Core Methods
(5)
Learning Types Β· Machine Learning
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Healthcare & Medicine
(3)
Clinical
(3)
Core AI
(3)
Application Areas
(2)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Learning Types Β· Deep Learning
(1)
Methods
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
clinical reasoning
(2)
contrastive learning
(2)
temporal modeling
(1)
human activity recognition
(1)
embedding
(1)
uncertainty quantification
(1)
attention mechanism
(1)
wearable sensor
(1)
temporal information
(1)
clinical diagnosis
(1)
pretraining
(1)
time series prediction
(1)
temporal learning
(1)
behavioral adaptation
(1)
deep neural network
(1)
self-supervised learning
(1)
foundation model
(1)
latent space
(1)
deep metric learning
(1)
interactive learning
(1)
Papers
BehaviorSFT: Behavioral Token Conditioning for Health Agents Across the Proactivity Spectrum
EMNLP 2025
LEMoN: Label Error Detection using Multimodal Neighbors
ICML 2025
RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data
ICLR 2025
Event-Based Contrastive Learning for Medical Time Series
MLHC 2024
MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
NeurIPS 2024
Deep Metric Learning for the Hemodynamics Inference with Electrocardiogram Signals
MLHC 2023
Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning
AAAI 2021
Cost-Effective Interactive Attention Learning with Neural Attention Processes
ICML 2020