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Phocus: Picking Valuable Research from a Sea of Citations



Xinrong Zhang , Zihou Ren , Xi Li , Shuqi Liu , Yunlong Deng , Yadi Xiao , Yuxing Han , Jiangtao Wen


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Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation



Yuxing Han , Ziniu Wu , Peizhi Wu , Rong Zhu , Jingyi Yang , Liang Wei Tan , Kai Zeng , Gao Cong , Yanzhao Qin , Andreas Pfadler , Zhengping Qian , Jingren Zhou , Jiangneng Li , Bin Cui


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A Unified Transferable Model for ML-Enhanced DBMS



Ziniu Wu , Peilun Yang , Pei Yu , Rong Zhu , Yuxing Han , Yaliang Li , Defu Lian , Kai Zeng , Jingren Zhou

* 7 pages, 2 figures, 2 tables 

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Learning to compose 6-DoF omnidirectional videos using multi-sphere images



Jisheng Li , Yuze He , Yubin Hu , Yuxing Han , Jiangtao Wen


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BayesCard: Revitilizing Bayesian Frameworks for Cardinality Estimation



Ziniu Wu , Amir Shaikhha , Rong Zhu , Kai Zeng , Yuxing Han , Jingren Zhou


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Efficient and Scalable Structure Learning for Bayesian Networks: Algorithms and Applications



Rong Zhu , Andreas Pfadler , Ziniu Wu , Yuxing Han , Xiaoke Yang , Feng Ye , Zhenping Qian , Jingren Zhou , Bin Cui


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FSPN: A New Class of Probabilistic Graphical Model



Ziniu Wu , Rong Zhu , Andreas Pfadler , Yuxing Han , Jiangneng Li , Zhengping Qian , Kai Zeng , Jingren Zhou

* 16 pages 

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FLAT: Fast, Lightweight and Accurate Method for Cardinality Estimation



Rong Zhu , Ziniu Wu , Yuxing Han , Kai Zeng , Andreas Pfadler , Zhengping Qian , Jingren Zhou , Bin Cui

* 13 pages 

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Learning Model-Blind Temporal Denoisers without Ground Truths



Bichuan Guo , Jiangtao Wen , Zhen Xia , Shan Liu , Yuxing Han

* 17 pages, 6 figures 

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