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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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A Pluggable Learned Index Method via Sampling and Gap Insertion

Jan 04, 2021
Yaliang Li, Daoyuan Chen, Bolin Ding, Kai Zeng, Jingren Zhou

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FSPN: A New Class of Probabilistic Graphical Model

Nov 20, 2020
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

Nov 18, 2020
Rong Zhu, Ziniu Wu, Yuxing Han, Kai Zeng, Andreas Pfadler, Zhengping Qian, Jingren Zhou, Bin Cui

* 13 pages 

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MicroRec: Accelerating Deep Recommendation Systems to Microseconds by Hardware and Data Structure Solutions

Oct 12, 2020
Wenqi Jiang, Zhenhao He, Shuai Zhang, Thomas B. Preußer, Kai Zeng, Liang Feng, Jiansong Zhang, Tongxuan Liu, Yong Li, Jingren Zhou, Ce Zhang, Gustavo Alonso

* Under submission 

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Intelligent Policing Strategy for Traffic Violation Prevention

Sep 20, 2019
Monireh Dabaghchian, Amir Alipour-Fanid, Kai Zeng

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Multi-stage Deep Classifier Cascades for Open World Recognition

Aug 26, 2019
Xiaojie Guo, Amir Alipour-Fanid, Lingfei Wu, Hemant Purohit, Xiang Chen, Kai Zeng, Liang Zhao

* This paper has been accepted by CIKM 2019 

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Who is Smarter? Intelligence Measure of Learning-based Cognitive Radios

Mar 19, 2018
Monireh Dabaghchian, Amir Alipour-Fanid, Songsong Liu, Kai Zeng, Xiaohua Li, Yu Chen

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Online Learning with Randomized Feedback Graphs for Optimal PUE Attacks in Cognitive Radio Networks

Mar 19, 2018
Monireh Dabaghchian, Amir Alipour-Fanid, Kai Zeng, Qingsi Wang, Peter Auer

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