Zhongjie Yu

According to our database, Zhongjie Yu authored at least 13 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

χSPN: Characteristic Interventional Sum-Product Networks for Causal Inference in Hybrid Domains.

Harsh Poonia, Moritz Willig, Zhongjie Yu, Matej Zecevic, Kristian Kersting, Devendra Singh Dhami

CoRR, 2024

Bi-Level One-Shot Architecture Search for Probabilistic Time Series Forecasting.

Jonas Seng, Fabian Kalter, Zhongjie Yu, Fabrizio Ventola, Kristian Kersting

Proceedings of the International Conference on Automated Machine Learning, 2024

2023

Probabilistic circuits that know what they don't know.

Fabrizio Ventola, Steven Braun, Zhongjie Yu, Martin Mundt, Kristian Kersting

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Characteristic Circuits.

Zhongjie Yu, Martin Trapp, Kristian Kersting

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Predictive Whittle networks for time series.

Zhongjie Yu, Fabrizio Ventola, Nils Thoma, Devendra Singh Dhami, Martin Mundt, Kristian Kersting

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

Sum-Product-Attention Networks: Leveraging Self-Attention in Probabilistic Circuits.

Zhongjie Yu, Devendra Singh Dhami, Kristian Kersting

CoRR, 2021

RECOWNs: Probabilistic Circuits for Trustworthy Time Series Forecasting.

Nils Thoma, Zhongjie Yu, Fabrizio Ventola, Kristian Kersting

CoRR, 2021

Leveraging probabilistic circuits for nonparametric multi-output regression.

Zhongjie Yu, Mingye Zhu, Martin Trapp, Arseny Skryagin, Kristian Kersting

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Whittle Networks: A Deep Likelihood Model for Time Series.

Zhongjie Yu, Fabrizio Ventola, Kristian Kersting

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Modelling Multivariate Ranking Functions with Min-Sum Networks.

Xiaoting Shao, Zhongjie Yu, Arseny Skryagin, Tjitze Rienstra, Matthias Thimm, Kristian Kersting

Proceedings of the Scalable Uncertainty Management - 14th International Conference, 2020

2016

A Multi-cut Formulation for Joint Segmentation and Tracking of Multiple Objects.

Margret Keuper, Siyu Tang, Zhongjie Yu, Bjoern Andres, Thomas Brox, Bernt Schiele

CoRR, 2016

2015

RGB-D depth-map restoration using smooth depth neighborhood supports.

Wei Liu, Haoyang Xue, Zhongjie Yu, Qiang Wu, Jie Yang

J. Electronic Imaging, 2015

2014

Pedestrian counting based on spatial and temporal analysis.

Zhongjie Yu, Chen Gong, Jie Yang, Li Bai

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014