Yuesong Shen
5 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Learning Types · Machine Learning
(4)
Architectures
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Core AI
(2)
Optimization & Theory · Machine Learning
(2)
Natural Language Processing
(1)
Application Areas
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
uncertainty estimation
(3)
uncertainty quantification
(2)
graph neural network
(2)
out-of-distribution detection
(2)
model averaging
(1)
markov random field
(1)
node classification
(1)
stochastic weight averaging
(1)
domain shift
(1)
temperature scaling
(1)
predictive performance
(1)
variational learning
(1)
deep ensemble
(1)
predictive uncertainty
(1)
semi-supervised node classification
(1)
large neural network
(1)
neural network
(1)
deep combinatorial aggregation
(1)
pairwise factor
(1)
gpt2
(1)
Papers
Variational Learning is Effective for Large Deep Networks
ICML 2024
Beyond In-Domain Scenarios: Robust Density-Aware Calibration
ICML 2023
Deep Combinatorial Aggregation
NeurIPS 2022
What Makes Graph Neural Networks Miscalibrated?
NeurIPS 2022
Explicit pairwise factorized graph neural network for semi-supervised node classification
UAI 2021