Zhongjie Yu - RankMe

20 papers A* 2A 4B 1Journal 9Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Hyperparameter Optimization via Interacting with Probabilistic Circuits. AutoML Jonas Seng, Fabrizio Ventola, Zhongjie Yu, Kristian Kersting
2025	J	`jnl`	Hyperparameter Optimization via Interacting with Probabilistic Circuits. CoRR Jonas Seng, Fabrizio Ventola, Zhongjie Yu, Kristian Kersting
2025	—	`—`	Probabilistic Circuits: Going Bayesian and Spectral with Densities and Time Series. Zhongjie Yu
2024	—	`conf`	Bi-Level One-Shot Architecture Search for Probabilistic Time Series Forecasting. AutoML Jonas Seng, Fabian Kalter, Zhongjie Yu, Fabrizio Ventola, Kristian Kersting
2024	A	`conf`	χSPN: Characteristic Interventional Sum-Product Networks for Causal Inference in Hybrid Domains. UAI Harsh Poonia, Moritz Willig, Zhongjie Yu, Matej Zecevic, Kristian Kersting, Devendra Singh Dhami
2024	J	`jnl`	χSPN: Characteristic Interventional Sum-Product Networks for Causal Inference in Hybrid Domains. CoRR Harsh Poonia, Moritz Willig, Zhongjie Yu, Matej Zecevic, Kristian Kersting, Devendra Singh Dhami
2023	A*	`conf`	Characteristic Circuits. NeurIPS Zhongjie Yu, Martin Trapp, Kristian Kersting
2023	J	`jnl`	Characteristic Circuits. CoRR Zhongjie Yu, Martin Trapp, Kristian Kersting
2023	J	`jnl`	Probabilistic Circuits That Know What They Don't Know. CoRR Fabrizio Ventola, Steven Braun, Zhongjie Yu, Martin Mundt, Kristian Kersting
2023	A	`conf`	Probabilistic circuits that know what they don't know. UAI Fabrizio Ventola, Steven Braun, Zhongjie Yu, Martin Mundt, Kristian Kersting
2022	A	`conf`	Predictive Whittle networks for time series. UAI Zhongjie Yu, Fabrizio Ventola, Nils Thoma, Devendra Singh Dhami, Martin Mundt, Kristian Kersting
2021	J	`jnl`	Leveraging Probabilistic Circuits for Nonparametric Multi-Output Regression. CoRR Zhongjie Yu, Mingye Zhu, Martin Trapp, Arseny Skryagin, Kristian Kersting
2021	A	`conf`	Leveraging probabilistic circuits for nonparametric multi-output regression. UAI Zhongjie Yu, Mingye Zhu, Martin Trapp, Arseny Skryagin, Kristian Kersting
2021	J	`jnl`	RECOWNs: Probabilistic Circuits for Trustworthy Time Series Forecasting. CoRR Nils Thoma, Zhongjie Yu, Fabrizio Ventola, Kristian Kersting
2021	J	`jnl`	Sum-Product-Attention Networks: Leveraging Self-Attention in Probabilistic Circuits. CoRR Zhongjie Yu, Devendra Singh Dhami, Kristian Kersting
2021	A*	`conf`	Whittle Networks: A Deep Likelihood Model for Time Series. ICML Zhongjie Yu, Fabrizio Ventola, Kristian Kersting
2020	—	`conf`	Modelling Multivariate Ranking Functions with Min-Sum Networks. SUM Xiaoting Shao, Zhongjie Yu, Arseny Skryagin, Tjitze Rienstra, Matthias Thimm, Kristian Kersting
2016	J	`jnl`	A Multi-cut Formulation for Joint Segmentation and Tracking of Multiple Objects. CoRR Margret Keuper, Siyu Tang, Zhongjie Yu, Bjoern Andres, Thomas Brox, Bernt Schiele
2015	J	`jnl`	RGB-D depth-map restoration using smooth depth neighborhood supports. J. Electronic Imaging Wei Liu, Haoyang Xue, Zhongjie Yu, Qiang Wu, Jie Yang
2014	B	`conf`	Pedestrian counting based on spatial and temporal analysis. ICIP Zhongjie Yu, Chen Gong, Jie Yang, Li Bai