Zhongjie Yu
10 papers · 2016–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Conference Polyglot (6)
π
Academic Marathon
(9)
π
Cross-Pollinator
(11)
π
Renaissance Researcher
(5)
π
Century Club
(10)
π₯
Unstoppable
(6)
Conferences
UAI (4)
AUTOML (2)
CVPR (1)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
probabilistic circuit
(5)
uncertainty quantification
(3)
spectral domain
(2)
bayesian nonparametrics
(1)
transfer learning
(1)
density estimation
(1)
probabilistic inference
(1)
gaussian process
(1)
time series
(1)
posterior inference
(1)
multi-output regression
(1)
distribution shift
(1)
likelihood estimation
(1)
spectral analysis
(1)
characteristic function
(1)
classifier weight
(1)
heterogeneous datum
(1)
feature extractor
(1)
sum-product network
(1)
neural forecasting
(1)
Papers
Hyperparameter Optimization via Interacting with Probabilistic Circuits
AUTOML 2025
$Ο$SPN: Characteristic Interventional Sum-Product Networks for Causal Inference in Hybrid Domains
UAI 2024
Bi-Level One-Shot Architecture Search for Probabilistic Time Series Forecasting
AUTOML 2024
Characteristic Circuits
NIPS 2023
Probabilistic circuits that know what they donβt know
UAI 2023
Predictive Whittle networks for time series
UAI 2022
Leveraging probabilistic circuits for nonparametric multi-output regression
UAI 2021
Whittle Networks: A Deep Likelihood Model for Time Series
ICML 2021
TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot Learning
CVPR 2020
Browsing Regularities in Hedonic Content Systems
IJCAI 2016