Pedestrian counting based on spatial and temporal analysis. - Zhongjie Yu 001; Chen Gong 002; Jie Yang 002; Li Bai 001 (ICIP, 2014)

RGB-D depth-map restoration using smooth depth neighborhood supports. - Wei Liu 044; Haoyang Xue; Zhongjie Yu 001; Qiang Wu 001; Jie Yang 002 (J. Electronic Imaging, 2015)

A Multi-cut Formulation for Joint Segmentation and Tracking of Multiple Objects. - Margret Keuper; Siyu Tang 001; Zhongjie Yu 001; Bjoern Andres; Thomas Brox; Bernt Schiele (CoRR, 2016)

Modelling Multivariate Ranking Functions with Min-Sum Networks. - Xiaoting Shao; Zhongjie Yu 001; Arseny Skryagin; Tjitze Rienstra; Matthias Thimm; Kristian Kersting (SUM, 2020)

Whittle Networks: A Deep Likelihood Model for Time Series. - Zhongjie Yu 001; Fabrizio Ventola; Kristian Kersting (ICML, 2021)

Leveraging probabilistic circuits for nonparametric multi-output regression. - Zhongjie Yu 001; Mingye Zhu; Martin Trapp 001; Arseny Skryagin; Kristian Kersting (UAI, 2021)

RECOWNs: Probabilistic Circuits for Trustworthy Time Series Forecasting. - Nils Thoma; Zhongjie Yu 001; Fabrizio Ventola; Kristian Kersting (CoRR, 2021)

Sum-Product-Attention Networks: Leveraging Self-Attention in Probabilistic Circuits. - Zhongjie Yu 001; Devendra Singh Dhami; Kristian Kersting (CoRR, 2021)

Predictive Whittle networks for time series. - Zhongjie Yu 001; Fabrizio Ventola; Nils Thoma; Devendra Singh Dhami; Martin Mundt; Kristian Kersting (UAI, 2022)

Characteristic Circuits. - Zhongjie Yu 001; Martin Trapp 001; Kristian Kersting (NeurIPS, 2023)

Probabilistic circuits that know what they don't know. - Fabrizio Ventola; Steven Braun; Zhongjie Yu 001; Martin Mundt; Kristian Kersting (UAI, 2023)

Bi-Level One-Shot Architecture Search for Probabilistic Time Series Forecasting. - Jonas Seng; Fabian Kalter; Zhongjie Yu 001; Fabrizio Ventola; Kristian Kersting (AutoML, 2024)

χSPN: Characteristic Interventional Sum-Product Networks for Causal Inference in Hybrid Domains. - Harsh Poonia; Moritz Willig; Zhongjie Yu 001; Matej Zecevic; Kristian Kersting; Devendra Singh Dhami (UAI, 2024)

Hyperparameter Optimization via Interacting with Probabilistic Circuits. - Jonas Seng; Fabrizio Ventola; Zhongjie Yu 001; Kristian Kersting (CoRR, 2025)