Yu, Zhongjie

9 publications

AutoML 2025 Hyperparameter Optimization via Interacting with Probabilistic Circuits Jonas Seng, Fabrizio Ventola, Zhongjie Yu, Kristian Kersting

UAI 2024 $χ$SPN: Characteristic Interventional Sum-Product Networks for Causal Inference in Hybrid Domains Harsh Poonia, Moritz Willig, Zhongjie Yu, Matej Ze\vcević, Kristian Kersting, Devendra Singh Dhami

AutoML 2024 Bi-Level One-Shot Architecture Search for Probabilistic Time Series Forecasting Jonas Seng, Fabian Kalter, Zhongjie Yu, Fabrizio Ventola, Kristian Kersting

NeurIPS 2023 Characteristic Circuits Zhongjie Yu, Martin Trapp, Kristian Kersting

UAI 2023 Probabilistic Circuits That Know What They Don’t Know Fabrizio Ventola, Steven Braun, Zhongjie Yu, Martin Mundt, Kristian Kersting

UAI 2022 Predictive Whittle Networks for Time Series Zhongjie Yu, Fabrizio Ventola, Nils Thoma, Devendra Singh Dhami, Martin Mundt, Kristian Kersting

UAI 2021 Leveraging Probabilistic Circuits for Nonparametric Multi-Output Regression Zhongjie Yu, Mingye Zhu, Martin Trapp, Arseny Skryagin, Kristian Kersting

ICML 2021 Whittle Networks: A Deep Likelihood Model for Time Series Zhongjie Yu, Fabrizio G Ventola, Kristian Kersting

IJCAI 2016 Browsing Regularities in Hedonic Content Systems Ping Luo, Ganbin Zhou, Jiaxi Tang, Rui Chen, Zhongjie Yu, Qing He