Zhongjie Yu
10 papers · 2016–2025 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze
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Unstoppable · Bronze
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Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(7)
Optimization & Theory
(4)
Deep Learning
(3)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Bayesian & Probabilistic · Machine Learning
(3)
Core AI
(3)
Data Science & Analytics
(2)
Mathematics & Optimization
(2)
Core Methods
(2)
Learning Types
(2)
Mathematics
(2)
Methods
(2)
Models
(2)
Knowledge & Reasoning
(1)
Keywords
probabilistic circuit
(6)
uncertainty quantification
(3)
characteristic function
(2)
sum-product network
(2)
spectral domain
(2)
density estimation
(1)
transfer learning
(1)
feature learning
(1)
gaussian process
(1)
acquisition function
(1)
time series
(1)
posterior inference
(1)
multi-output regression
(1)
distribution shift
(1)
bayesian nonparametrics
(1)
probabilistic model
(1)
hyperparameter optimization
(1)
spectral analysis
(1)
likelihood estimation
(1)
probabilistic inference
(1)
Papers
Hyperparameter Optimization via Interacting with Probabilistic Circuits
AutoML 2025
$χ$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
NeurIPS 2023
Probabilistic circuits that know what they don’t 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