Yinchong Yang
4 papers · 2017–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
Top co-authors
Research topics
Keywords
uncertainty quantification
(2)
recurrent neural network
(2)
epistemic uncertainty
(1)
collaborative filtering
(1)
video classification
(1)
tensor decomposition
(1)
gaussian process
(1)
recommender system
(1)
aleatoric uncertainty
(1)
multi-output gaussian process
(1)
large language model
(1)
time-to-event prediction
(1)
von neumann entropy
(1)
weight matrix factorization
(1)
uncertainty decomposition
(1)
spectral uncertainty
(1)
representation learning
(1)
accelerated failure time model
(1)
metric learning
(1)
Papers
Fine-grained Uncertainty Decomposition in Large Language Models: A Spectral Approach
AAAI 2026
Multi-output Gaussian Processes for uncertainty-aware recommender systems
UAI 2021
Uncertainty-Aware Time-to-Event Prediction using Deep Kernel Accelerated Failure Time Models
MLHC 2021
Tensor-Train Recurrent Neural Networks for Video Classification
ICML 2017