Yinchong Yang
4 papers · 2017–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🏃
Academic Marathon
(9)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AAAI (1)
ICML (1)
MLHC (1)
UAI (1)
Top co-authors
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
Uncertainty-Aware Time-to-Event Prediction using Deep Kernel Accelerated Failure Time Models
MLHC 2021
Multi-output Gaussian Processes for uncertainty-aware recommender systems
UAI 2021
Tensor-Train Recurrent Neural Networks for Video Classification
ICML 2017