Zepeng Huo
5 papers · 2020–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (15)
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(5)
π₯
Mega-Team
(30)
Conferences
AAAI (1)
AISTATS (1)
ICML (1)
MLHC (1)
NIPS (1)
Top co-authors
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
NIPS 2023
VariGrow: Variational Architecture Growing for Task-Agnostic Continual Learning based on Bayesian Novelty
ICML 2022
Density-Aware Personalized Training for Risk Prediction in Imbalanced Medical Data
MLHC 2022
Uncertainty Quantification for Deep Context-Aware Mobile Activity Recognition and Unknown Context Discovery
AISTATS 2020