Zepeng Huo
5 papers · 2020–2024 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(2)
Computer Vision
(2)
Learning Types
(2)
Optimization & Theory
(2)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Keywords
electronic health record
(2)
continual learning
(1)
variational inference
(1)
uncertainty quantification
(1)
medical imaging
(1)
natural language generation
(1)
multimodal learning
(1)
instruction following
(1)
deep learning
(1)
class imbalance
(1)
activity recognition
(1)
deep model
(1)
context-aware model
(1)
risk prediction
(1)
mobile computing
(1)
bayesian novelty
(1)
task-agnostic learning
(1)
expert module
(1)
pulmonary embolism
(1)
large language model
(1)
Papers
MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records
AAAI 2024
INSPECT: A Multimodal Dataset for Patient Outcome Prediction of Pulmonary Embolisms
NeurIPS 2023
Density-Aware Personalized Training for Risk Prediction in Imbalanced Medical Data
MLHC 2022
VariGrow: Variational Architecture Growing for Task-Agnostic Continual Learning based on Bayesian Novelty
ICML 2022
Uncertainty Quantification for Deep Context-Aware Mobile Activity Recognition and Unknown Context Discovery
AISTATS 2020