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Baihe: SysML Framework for AI-driven Databases


Dec 29, 2021
Andreas Pfadler, Rong Zhu, Wei Chen, Botong Huang, Tianjing Zeng, Bolin Ding, Jingren Zhou


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Glue: Adaptively Merging Single Table Cardinality to Estimate Join Query Size


Dec 07, 2021
Rong Zhu, Tianjing Zeng, Andreas Pfadler, Wei Chen, Bolin Ding, Jingren Zhou


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Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation


Sep 15, 2021
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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Random Effect Bandits


Jun 23, 2021
Rong Zhu, Branislav Kveton


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Guidance and Teaching Network for Video Salient Object Detection


Jun 06, 2021
Yingxia Jiao, Xiao Wang, Yu-Cheng Chou, Shouyuan Yang, Ge-Peng Ji, Rong Zhu, Ge Gao

* Accepted at IEEE ICIP 2021 

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Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks


May 10, 2021
Mattia Rigotti, Rong Zhu


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A Unified Transferable Model for ML-Enhanced DBMS


May 06, 2021
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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BayesCard: Revitilizing Bayesian Frameworks for Cardinality Estimation


Feb 02, 2021
Ziniu Wu, Amir Shaikhha, Rong Zhu, Kai Zeng, Yuxing Han, Jingren Zhou


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