Yujie Jin
5 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Application Areas
(5)
Optimization & Theory
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
domain generalization
(4)
representation learning
(2)
domain adaptation
(1)
optimal transport
(1)
self-supervised learning
(1)
pac-bayes bound
(1)
convergence rate
(1)
missing data imputation
(1)
node embedding
(1)
decision boundary
(1)
electronic health record
(1)
patient health prediction
(1)
temporal attention
(1)
continuous-time model
(1)
missing data
(1)
wasserstein barycenter
(1)
jensen-shannon divergence
(1)
message passing neural network
(1)
classifier ensemble
(1)
domain-invariant representation
(1)
Papers
SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction
NeurIPS 2024
Temporal Domain Generalization via Learning Instance-level Evolving Patterns
IJCAI 2024
Wasserstein Barycenter Matching for Graph Size Generalization of Message Passing Neural Networks
ICML 2023
DNA: Domain Generalization with Diversified Neural Averaging
ICML 2022
Domain Generalization through the Lens of Angular Invariance
IJCAI 2022