Kai Zeng

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 21

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

ICDE

CoRR

University of California, Los Angeles, USA (PHD)

Education History

University of California, Los Angeles, USA

PHD

Publications

Daoyuan Chen, Wuchao Li, Yaliang Li, Bolin Ding, Kai Zeng, Defu Lian, Jingren Zhou
Learned Index with Dynamic $\epsilon$. ICLR (2023)
Xu Chen, Zhen Wang, Shuncheng Liu, Yaliang Li, Kai Zeng, Bolin Ding, Jingren Zhou, Han Su, Kai Zheng
BASE: Bridging the Gap between Cost and Latency for Query Optimization. Proc. VLDB Endow. 16 (8) (2023)
Zuozhi Wang, Kai Zeng, Botong Huang, Wei Chen, Xiaozong Cui, Bo Wang, Ji Liu, Liya Fan, Dachuan Qu, Zhenyu Hou, Tao Guan, Chen Li, Jingren Zhou
Tempura: a general cost-based optimizer framework for incremental data processing (Journal Version). VLDB J. 32 (6) (2023)
Zeyuan Tan, Xiulong Yuan, Congjie He, Man-Kit Sit, Guo Li, Xiaoze Liu, Baole Ai, Kai Zeng, Peter R. Pietzuch, Luo Mai
Quiver: Supporting GPUs for Low-Latency, High-Throughput GNN Serving with Workload Awareness. CoRR (2023)
Zibo Liang, Xu Chen, Yan Zhao, Jiandong Xie, Kai Zeng, Kai Zheng
Efficient Cardinality and Cost Estimation with Bidirectional Compressor-based Ensemble Learning. ICDM (2023)
Xu Chen, Haitian Chen, Zibo Liang, Shuncheng Liu, Jinghong Wang, Kai Zeng, Han Su, Kai Zheng
LEON: A New Framework for ML-Aided Query Optimization. Proc. VLDB Endow. 16 (9) (2023)
Jinglin Peng, Bolin Ding, Jiannan Wang, Kai Zeng, Jingren Zhou
One Size Does Not Fit All: A Bandit-Based Sampler Combination Framework with Theoretical Guarantees. SIGMOD Conference (2022)
Li Su, Xiaoming Qin, Zichao Zhang, Rui Yang, Le Xu, Indranil Gupta, Wenyuan Yu, Kai Zeng, Jingren Zhou
Banyan: A Scoped Dataflow Engine for Graph Query Service. Proc. VLDB Endow. 15 (10) (2022)
Li Su, Xiaoming Qin, Zichao Zhang, Rui Yang, Le Xu, Indranil Gupta, Wenyuan Yu, Kai Zeng, Jingren Zhou
Banyan: A Scoped Dataflow Engine for Graph Query Service. CoRR (2022)
Zhi Xu, Shuncheng Liu, Ziniu Wu, Xu Chen, Kai Zeng, Kai Zheng, Han Su
PATROL: A Velocity Control Framework for Autonomous Vehicle via Spatial-Temporal Reinforcement Learning. CIKM (2021)
Yaliang Li, Zhen Wang, Yuexiang Xie, Bolin Ding, Kai Zeng, Ce Zhang
AutoML: From Methodology to Application. CIKM (2021)
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
MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions. MLSys (2021)
Shuncheng Liu, Han Su, Yan Zhao, Kai Zeng, Kai Zheng
Lane Change Scheduling for Autonomous Vehicle: A Prediction-and-Search Framework. KDD (2021)
Bolong Zheng, Lianggui Weng, Xi Zhao, Kai Zeng, Xiaofang Zhou, Christian S. Jensen
REPOSE: Distributed Top-k Trajectory Similarity Search with Local Reference Point Tries. ICDE (2021)
Zuozhi Wang, Kai Zeng, Botong Huang, Wei Chen, Xiaozong Cui, Bo Wang, Ji Liu, Liya Fan, Dachuan Qu, Zhenyu Hou, Tao Guan, Chen Li, Jingren Zhou
Tempura: A General Cost-Based Optimizer Framework for Incremental Data Processing. Proc. VLDB Endow. 14 (1) (2020)
Jingxiong Ni, Yan Zhao, Kai Zeng, Han Su, Kai Zheng
DeepQT : Learning Sequential Context for Query Execution Time Prediction. DASFAA (3) (2020)
Zuozhi Wang, Kai Zeng, Botong Huang, Wei Chen, Xiaozong Cui, Bo Wang, Ji Liu, Liya Fan, Dachuan Qu, Zhenyu Hou, Tao Guan, Chen Li, Jingren Zhou
Grosbeak: A Data Warehouse Supporting Resource-Aware Incremental Computing. SIGMOD Conference (2020)
Xiaowei Jiang, Yuejun Hu, Yu Xiang, Guangran Jiang, Xiaojun Jin, Chen Xia, Weihua Jiang, Jun Yu, Haitao Wang, Yuan Jiang, Jihong Ma, Li Su, Kai Zeng
Alibaba Hologres: A Cloud-Native Service for Hybrid Serving/Analytical Processing. Proc. VLDB Endow. 13 (12) (2020)
Luo Mai, Kai Zeng, Rahul Potharaju, Le Xu, Steve Suh, Shivaram Venkataraman, Paolo Costa, Terry Kim, Saravanam Muthukrishnan, Vamsi Kuppa, Sudheer Dhulipalla, Sriram Rao
Chi: A Scalable and Programmable Control Plane for Distributed Stream Processing Systems. Proc. VLDB Endow. 11 (10) (2018)
Yaguang Li, Han Su, Ugur Demiryurek, Bolong Zheng, Kai Zeng, Cyrus Shahabi
PerNav: A Route Summarization Framework for Personalized Navigation. SIGMOD Conference (2016)
Kai Zeng, Sameer Agarwal, Ion Stoica
iOLAP: Managing Uncertainty for Efficient Incremental OLAP. SIGMOD Conference (2016)
Kai Zeng, Sameer Agarwal, Ankur Dave, Michael Armbrust, Ion Stoica
G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data. SIGMOD Conference (2015)
Han Su, Kai Zheng, Kai Zeng, Jiamin Huang, Shazia Wasim Sadiq, Nicholas Jing Yuan, Xiaofang Zhou
Making sense of trajectory data: A partition-and-summarization approach. ICDE (2015)
Liping Peng, Vuk Ercegovac, Kai Zeng, Peter J. Haas, Andrey Balmin, Yannis Sismanis
Groupwise analytics via adaptive MapReduce. ICDE (2015)
Kai Zeng, Shi Gao, Barzan Mozafari, Carlo Zaniolo
The analytical bootstrap: a new method for fast error estimation in approximate query processing. SIGMOD Conference (2014)
Kai Zeng, Shi Gao, Jiaqi Gu, Barzan Mozafari, Carlo Zaniolo
ABS: a system for scalable approximate queries with accuracy guarantees. SIGMOD Conference (2014)
Han Su, Kai Zheng, Kai Zeng, Jiamin Huang, Xiaofang Zhou
STMaker - A System to Make Sense of Trajectory Data. Proc. VLDB Endow. 7 (13) (2014)
Kai Zeng, Mohan Yang, Barzan Mozafari, Carlo Zaniolo
Complex pattern matching in complex structures: The XSeq approach. ICDE (2013)
Kai Zeng, Jiacheng Yang, Haixun Wang, Bin Shao, Zhongyuan Wang
A Distributed Graph Engine for Web Scale RDF Data. Proc. VLDB Endow. 6 (4) (2013)
Alexander Shkapsky, Kai Zeng, Carlo Zaniolo
Graph Queries in a Next-Generation Datalog System. Proc. VLDB Endow. 6 (12) (2013)
Nikolay Laptev, Kai Zeng, Carlo Zaniolo
Very fast estimation for result and accuracy of big data analytics: The EARL system. ICDE (2013)
Barzan Mozafari, Kai Zeng, Loris D'Antoni, Carlo Zaniolo
High-performance complex event processing over hierarchical data. ACM Trans. Database Syst. 38 (4) (2013)
Barzan Mozafari, Kai Zeng, Carlo Zaniolo
High-performance complex event processing over XML streams. SIGMOD Conference (2012)
Nikolay Laptev, Kai Zeng, Carlo Zaniolo
Early Accurate Results for Advanced Analytics on MapReduce CoRR (2012)
Nikolay Laptev, Kai Zeng, Carlo Zaniolo
Early Accurate Results for Advanced Analytics on MapReduce. Proc. VLDB Endow. 5 (10) (2012)
Barzan Mozafari, Kai Zeng, Carlo Zaniolo
K*SQL: a unifying engine for sequence patterns and XML. SIGMOD Conference (2010)
Barzan Mozafari, Kai Zeng, Carlo Zaniolo
From Regular Expressions to Nested Words: Unifying Languages and Query Execution for Relational and XML Sequences. Proc. VLDB Endow. 3 (1) (2010)

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Publication Activity (10 Years)

Top Topics

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Kai Zeng