Yuesong Shen
5 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)
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The Questioner
Conferences
ICML (2)
NIPS (2)
UAI (1)
Top co-authors
Keywords
uncertainty estimation
(3)
graph neural network
(2)
out-of-distribution detection
(2)
uncertainty quantification
(2)
model averaging
(1)
markov random field
(1)
node classification
(1)
stochastic weight averaging
(1)
domain shift
(1)
temperature scaling
(1)
predictive performance
(1)
deep ensemble
(1)
semi-supervised node classification
(1)
neural network
(1)
deep combinatorial aggregation
(1)
image classification
(1)
pairwise factor
(1)
model calibration
(1)
expectation maximization
(1)
out-of-domain detection
(1)
Papers
Variational Learning is Effective for Large Deep Networks
ICML 2024
Beyond In-Domain Scenarios: Robust Density-Aware Calibration
ICML 2023
What Makes Graph Neural Networks Miscalibrated?
NIPS 2022
Deep Combinatorial Aggregation
NIPS 2022
Explicit pairwise factorized graph neural network for semi-supervised node classification
UAI 2021