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BibTeX records: Ziniu Wu
@inproceedings{DBLP:conf/sigmod/YuWK0MNZK025, author = {Geoffrey X. Yu and Ziniu Wu and Ferdi Kossmann and Tianyu Li and Markos Markakis and Amadou Ngom and Sophie Zhang and Tim Kraska and Samuel Madden}, editor = {Volker Markl and Joseph M. Hellerstein and Azza Abouzied}, title = {Virtualizing Cloud Data Infrastructures with {BRAD}}, booktitle = {Companion of the 2025 International Conference on Management of Data, {SIGMOD/PODS} 2025, Berlin, Germany, June 22-27, 2025}, pages = {271--274}, publisher = {{ACM}}, year = {2025}, url = {https://doi.org/10.1145/3722212.3725141}, doi = {10.1145/3722212.3725141}, timestamp = {Sun, 06 Jul 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigmod/YuWK0MNZK025.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2501-16256, author = {Ziniu Wu and Markos Markakis and Chunwei Liu and Peter Baile Chen and Balakrishnan Narayanaswamy and Tim Kraska and Samuel Madden}, title = {Improving {DBMS} Scheduling Decisions with Fine-grained Performance Prediction on Concurrent Queries - Extended}, journal = {CoRR}, volume = {abs/2501.16256}, year = {2025}, url = {https://doi.org/10.48550/arXiv.2501.16256}, doi = {10.48550/ARXIV.2501.16256}, eprinttype = {arXiv}, eprint = {2501.16256}, timestamp = {Mon, 03 Mar 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2501-16256.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2503-00214, author = {Haichuan Li and Ziang Zhao and Ziniu Wu and Parth Potdar and Long Tran and Ali Tahir Karasahin and Shane Windsor and Stephen G. Burrow and Basaran Bahadir Kocer}, title = {Tendon-driven Grasper Design for Aerial Robot Perching on Tree Branches}, journal = {CoRR}, volume = {abs/2503.00214}, year = {2025}, url = {https://doi.org/10.48550/arXiv.2503.00214}, doi = {10.48550/ARXIV.2503.00214}, eprinttype = {arXiv}, eprint = {2503.00214}, timestamp = {Tue, 08 Apr 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2503-00214.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2503-00282, author = {Ali Tahir Karasahin and Ziniu Wu and Basaran Bahadir Kocer}, title = {Maintaining Plasticity in Reinforcement Learning: {A} Cost-Aware Framework for Aerial Robot Control in Non-stationary Environments}, journal = {CoRR}, volume = {abs/2503.00282}, year = {2025}, url = {https://doi.org/10.48550/arXiv.2503.00282}, doi = {10.48550/ARXIV.2503.00282}, eprinttype = {arXiv}, eprint = {2503.00282}, timestamp = {Tue, 08 Apr 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2503-00282.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2503-03282, author = {Yijie Chu and Ziniu Wu and Yong Yue and Eng Gee Lim and Paolo Paoletti and Xiaohui Zhu}, title = {Supervised Visual Docking Network for Unmanned Surface Vehicles Using Auto-labeling in Real-world Water Environments}, journal = {CoRR}, volume = {abs/2503.03282}, year = {2025}, url = {https://doi.org/10.48550/arXiv.2503.03282}, doi = {10.48550/ARXIV.2503.03282}, eprinttype = {arXiv}, eprint = {2503.03282}, timestamp = {Fri, 11 Apr 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2503-03282.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2506-06541, author = {Eugenie Lai and Gerardo Vitagliano and Ziyu Zhang and Sivaprasad Sudhir and Om Chabra and Anna Zeng and Anton A. Zabreyko and Chenning Li and Ferdi Kossmann and Jialin Ding and Jun Chen and Markos Markakis and Matthew Russo and Weiyang Wang and Ziniu Wu and Michael J. Cafarella and Lei Cao and Samuel Madden and Tim Kraska}, title = {KramaBench: {A} Benchmark for {AI} Systems on Data-to-Insight Pipelines over Data Lakes}, journal = {CoRR}, volume = {abs/2506.06541}, year = {2025}, url = {https://doi.org/10.48550/arXiv.2506.06541}, doi = {10.48550/ARXIV.2506.06541}, eprinttype = {arXiv}, eprint = {2506.06541}, timestamp = {Wed, 09 Jul 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2506-06541.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pvldb/YuWKLMNMK24, author = {Geoffrey X. Yu and Ziniu Wu and Ferdinand Kossmann and Tianyu Li and Markos Markakis and Amadou Latyr Ngom and Samuel Madden and Tim Kraska}, title = {Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with {BRAD}}, journal = {Proc. {VLDB} Endow.}, volume = {17}, number = {11}, pages = {3629--3643}, year = {2024}, url = {https://www.vldb.org/pvldb/vol17/p3629-yu.pdf}, doi = {10.14778/3681954.3682026}, timestamp = {Mon, 03 Mar 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pvldb/YuWKLMNMK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmre/ChuWZYLP24, author = {Yijie Chu and Ziniu Wu and Xiaohui Zhu and Yong Yue and Eng Gee Lim and Paolo Paoletti}, title = {Self-supervised Dock Pose Estimator for Unmanned Surface Vehicles Autonomous Docking}, booktitle = {10th International Conference on Mechatronics and Robotics Engineering, {ICMRE} 2024, Milan, Italy, February 27-29, 2024}, pages = {189--194}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICMRE60776.2024.10532188}, doi = {10.1109/ICMRE60776.2024.10532188}, timestamp = {Wed, 05 Jun 2024 20:57:58 +0200}, biburl = {https://dblp.org/rec/conf/icmre/ChuWZYLP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iconac/WuCZS024, author = {Ziniu Wu and Yijie Chu and Xiaohui Zhu and Qilei Sun and Yong Yue}, title = {Immersive Embodied Telemanipulation System with a Velocity Controller}, booktitle = {29th International Conference on Automation and Computing, {ICAC} 2024, Sunderland, United Kingdom, August 28-30, 2024}, pages = {1--6}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICAC61394.2024.10718831}, doi = {10.1109/ICAC61394.2024.10718831}, timestamp = {Mon, 25 Nov 2024 18:33:57 +0100}, biburl = {https://dblp.org/rec/conf/iconac/WuCZS024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigmod/WuMLNNPSRNK24, author = {Ziniu Wu and Ryan Marcus and Zhengchun Liu and Parimarjan Negi and Vikram Nathan and Pascal Pfeil and Gaurav Saxena and Mohammad Rahman and Balakrishnan Narayanaswamy and Tim Kraska}, editor = {Pablo Barcel{\'{o}} and Nayat S{\'{a}}nchez{-}Pi and Alexandra Meliou and S. Sudarshan}, title = {Stage: Query Execution Time Prediction in Amazon Redshift}, booktitle = {Companion of the 2024 International Conference on Management of Data, {SIGMOD/PODS} 2024, Santiago, Chile, June 9-15, 2024}, pages = {280--294}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3626246.3653391}, doi = {10.1145/3626246.3653391}, timestamp = {Mon, 23 Jun 2025 15:54:13 +0200}, biburl = {https://dblp.org/rec/conf/sigmod/WuMLNNPSRNK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-02286, author = {Ziniu Wu and Ryan Marcus and Zhengchun Liu and Parimarjan Negi and Vikram Nathan and Pascal Pfeil and Gaurav Saxena and Mohammad Rahman and Balakrishnan Narayanaswamy and Tim Kraska}, title = {Stage: Query Execution Time Prediction in Amazon Redshift}, journal = {CoRR}, volume = {abs/2403.02286}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.02286}, doi = {10.48550/ARXIV.2403.02286}, eprinttype = {arXiv}, eprint = {2403.02286}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-02286.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-14424, author = {Ferdi Kossmann and Ziniu Wu and Alex Turk and Nesime Tatbul and Lei Cao and Samuel Madden}, title = {CascadeServe: Unlocking Model Cascades for Inference Serving}, journal = {CoRR}, volume = {abs/2406.14424}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.14424}, doi = {10.48550/ARXIV.2406.14424}, eprinttype = {arXiv}, eprint = {2406.14424}, timestamp = {Fri, 12 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-14424.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-15363, author = {Geoffrey X. Yu and Ziniu Wu and Ferdi Kossmann and Tianyu Li and Markos Markakis and Amadou Ngom and Samuel Madden and Tim Kraska}, title = {Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with {BRAD} - Extended Version}, journal = {CoRR}, volume = {abs/2407.15363}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.15363}, doi = {10.48550/ARXIV.2407.15363}, eprinttype = {arXiv}, eprint = {2407.15363}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-15363.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2409-11905, author = {Zhaxizhuoma and Pengan Chen and Ziniu Wu and Jiawei Sun and Dong Wang and Peng Zhou and Nieqing Cao and Yan Ding and Bin Zhao and Xuelong Li}, title = {AlignBot: Aligning VLM-powered Customized Task Planning with User Reminders Through Fine-Tuning for Household Robots}, journal = {CoRR}, volume = {abs/2409.11905}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2409.11905}, doi = {10.48550/ARXIV.2409.11905}, eprinttype = {arXiv}, eprint = {2409.11905}, timestamp = {Thu, 17 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2409-11905.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2409-19499, author = {Ziniu Wu and Tianyu Wang and Zhaxizhuoma and Chuyue Guan and Zhongjie Jia and Shuai Liang and Haoming Song and Delin Qu and Dong Wang and Zhigang Wang and Nieqing Cao and Yan Ding and Bin Zhao and Xuelong Li}, title = {Fast-UMI: {A} Scalable and Hardware-Independent Universal Manipulation Interface}, journal = {CoRR}, volume = {abs/2409.19499}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2409.19499}, doi = {10.48550/ARXIV.2409.19499}, eprinttype = {arXiv}, eprint = {2409.19499}, timestamp = {Thu, 17 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2409-19499.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pacmmod/WuNAKM23, author = {Ziniu Wu and Parimarjan Negi and Mohammad Alizadeh and Tim Kraska and Samuel Madden}, title = {FactorJoin: {A} New Cardinality Estimation Framework for Join Queries}, journal = {Proc. {ACM} Manag. Data}, volume = {1}, number = {1}, pages = {41:1--41:27}, year = {2023}, url = {https://doi.org/10.1145/3588721}, doi = {10.1145/3588721}, timestamp = {Tue, 08 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pacmmod/WuNAKM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pvldb/ZhuCDCPWZ23, author = {Rong Zhu and Wei Chen and Bolin Ding and Xingguang Chen and Andreas Pfadler and Ziniu Wu and Jingren Zhou}, title = {Lero: {A} Learning-to-Rank Query Optimizer}, journal = {Proc. {VLDB} Endow.}, volume = {16}, number = {6}, pages = {1466--1479}, year = {2023}, url = {https://www.vldb.org/pvldb/vol16/p1466-zhu.pdf}, doi = {10.14778/3583140.3583160}, timestamp = {Wed, 19 Mar 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pvldb/ZhuCDCPWZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pvldb/NegiWKTMMKA23, author = {Parimarjan Negi and Ziniu Wu and Andreas Kipf and Nesime Tatbul and Ryan Marcus and Sam Madden and Tim Kraska and Mohammad Alizadeh}, title = {Robust Query Driven Cardinality Estimation under Changing Workloads}, journal = {Proc. {VLDB} Endow.}, volume = {16}, number = {6}, pages = {1520--1533}, year = {2023}, url = {https://www.vldb.org/pvldb/vol16/p1520-negi.pdf}, doi = {10.14778/3583140.3583164}, timestamp = {Mon, 04 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pvldb/NegiWKTMMKA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pvldb/KossmannWLTCKM23, author = {Ferdinand Kossmann and Ziniu Wu and Eugenie Lai and Nesime Tatbul and Lei Cao and Tim Kraska and Sam Madden}, title = {Extract-Transform-Load for Video Streams}, journal = {Proc. {VLDB} Endow.}, volume = {16}, number = {9}, pages = {2302--2315}, year = {2023}, url = {https://www.vldb.org/pvldb/vol16/p2302-kossmann.pdf}, doi = {10.14778/3598581.3598600}, timestamp = {Sun, 19 Jan 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pvldb/KossmannWLTCKM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pvldb/Kraska00MNWY23, author = {Tim Kraska and Tianyu Li and Samuel Madden and Markos Markakis and Amadou Ngom and Ziniu Wu and Geoffrey X. Yu}, title = {Check Out the Big Brain on {BRAD:} Simplifying Cloud Data Processing with Learned Automated Data Meshes}, journal = {Proc. {VLDB} Endow.}, volume = {16}, number = {11}, pages = {3293--3301}, year = {2023}, url = {https://www.vldb.org/pvldb/vol16/p3293-yu.pdf}, doi = {10.14778/3611479.3611526}, timestamp = {Sat, 28 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pvldb/Kraska00MNWY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-06873, author = {Rong Zhu and Wei Chen and Bolin Ding and Xingguang Chen and Andreas Pfadler and Ziniu Wu and Jingren Zhou}, title = {Lero: {A} Learning-to-Rank Query Optimizer}, journal = {CoRR}, volume = {abs/2302.06873}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.06873}, doi = {10.48550/ARXIV.2302.06873}, eprinttype = {arXiv}, eprint = {2302.06873}, timestamp = {Wed, 19 Mar 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-06873.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-04830, author = {Ferdinand Kossmann and Ziniu Wu and Eugenie Lai and Nesime Tatbul and Lei Cao and Tim Kraska and Samuel Madden}, title = {Extract-Transform-Load for Video Streams}, journal = {CoRR}, volume = {abs/2310.04830}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.04830}, doi = {10.48550/ARXIV.2310.04830}, eprinttype = {arXiv}, eprint = {2310.04830}, timestamp = {Mon, 23 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-04830.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iotm/LiuCLWCHHW22, author = {Dawei Liu and Qiwen Chen and Shuchang Li and Ziniu Wu and Liqi Chen and Xu He and Xin Huang and Wei Wang}, title = {Connect Your {UAV} to the Cloud Using Urban 4G and 5G Cellular Networks: Performance Evaluation and Comparison}, journal = {{IEEE} Internet Things Mag.}, volume = {5}, number = {4}, pages = {162--167}, year = {2022}, url = {https://doi.org/10.1109/IOTM.001.2200123}, doi = {10.1109/IOTM.001.2200123}, timestamp = {Mon, 22 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/iotm/LiuCLWCHHW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidr/WuYYZHLLZZ22, author = {Ziniu Wu and Pei Yu and Peilun Yang and Rong Zhu and Yuxing Han and Yaliang Li and Defu Lian and Kai Zeng and Jingren Zhou}, title = {A Unified Transferable Model for ML-Enhanced {DBMS}}, booktitle = {12th Conference on Innovative Data Systems Research, {CIDR} 2022, Chaminade, CA, USA, January 9-12, 2022}, publisher = {www.cidrdb.org}, year = {2022}, url = {https://www.cidrdb.org/cidr2022/papers/p6-wu.pdf}, timestamp = {Wed, 19 Mar 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cidr/WuYYZHLLZZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/00010W0S022, author = {Shuncheng Liu and Xu Chen and Ziniu Wu and Liwei Deng and Han Su and Kai Zheng}, editor = {Mohammad Al Hasan and Li Xiong}, title = {HeGA: Heterogeneous Graph Aggregation Network for Trajectory Prediction in High-Density Traffic}, booktitle = {Proceedings of the 31st {ACM} International Conference on Information {\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022}, pages = {1319--1328}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3511808.3557345}, doi = {10.1145/3511808.3557345}, timestamp = {Mon, 17 Feb 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/00010W0S022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edbt/ZhuWCPD0Z22, author = {Rong Zhu and Ziniu Wu and Chengliang Chai and Andreas Pfadler and Bolin Ding and Guoliang Li and Jingren Zhou}, editor = {Julia Stoyanovich and Jens Teubner and Paolo Guagliardo and Milos Nikolic and Andreas Pieris and Jan M{\"{u}}hlig and Fatma {\"{O}}zcan and Sebastian Schelter and H. V. Jagadish and Meihui Zhang}, title = {Learned Query Optimizer: At the Forefront of AI-Driven Databases}, booktitle = {Proceedings of the 25th International Conference on Extending Database Technology, {EDBT} 2022, Edinburgh, UK, March 29 - April 1, 2022}, pages = {1--4}, publisher = {OpenProceedings.org}, year = {2022}, url = {https://doi.org/10.48786/edbt.2022.56}, doi = {10.48786/EDBT.2022.56}, timestamp = {Wed, 19 Mar 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edbt/ZhuWCPD0Z22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2212-05526, author = {Ziniu Wu and Parimarjan Negi and Mohammad Alizadeh and Tim Kraska and Samuel Madden}, title = {FactorJoin: {A} New Cardinality Estimation Framework for Join Queries}, journal = {CoRR}, volume = {abs/2212.05526}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2212.05526}, doi = {10.48550/ARXIV.2212.05526}, eprinttype = {arXiv}, eprint = {2212.05526}, timestamp = {Tue, 08 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2212-05526.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ploscb/WuRZTL21, author = {Ziniu Wu and Harold Rockwell and Yimeng Zhang and Shiming Tang and Tai Sing Lee}, title = {Complexity and diversity in sparse code priors improve receptive field characterization of Macaque {V1} neurons}, journal = {PLoS Comput. Biol.}, volume = {17}, number = {10}, year = {2021}, url = {https://doi.org/10.1371/journal.pcbi.1009528}, doi = {10.1371/JOURNAL.PCBI.1009528}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ploscb/WuRZTL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pvldb/ZhuWHZPQZC21, author = {Rong Zhu and Ziniu Wu and Yuxing Han and Kai Zeng and Andreas Pfadler and Zhengping Qian and Jingren Zhou and Bin Cui}, title = {{FLAT:} Fast, Lightweight and Accurate Method for Cardinality Estimation}, journal = {Proc. {VLDB} Endow.}, volume = {14}, number = {9}, pages = {1489--1502}, year = {2021}, url = {http://www.vldb.org/pvldb/vol14/p1489-zhu.pdf}, doi = {10.14778/3461535.3461539}, timestamp = {Wed, 19 Mar 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pvldb/ZhuWHZPQZC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pvldb/HanWWZYTZCQPQZL21, author = {Yuxing Han and Ziniu Wu and Peizhi Wu and Rong Zhu and Jingyi Yang and Liang Wei Tan and Kai Zeng and Gao Cong and Yanzhao Qin and Andreas Pfadler and Zhengping Qian and Jingren Zhou and Jiangneng Li and Bin Cui}, title = {Cardinality Estimation in {DBMS:} {A} Comprehensive Benchmark Evaluation}, journal = {Proc. {VLDB} Endow.}, volume = {15}, number = {4}, pages = {752--765}, year = {2021}, url = {https://www.vldb.org/pvldb/vol15/p752-zhu.pdf}, doi = {10.14778/3503585.3503586}, timestamp = {Sat, 31 May 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pvldb/HanWWZYTZCQPQZL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/Xu0WC00S21, author = {Zhi Xu and Shuncheng Liu and Ziniu Wu and Xu Chen and Kai Zeng and Kai Zheng and Han Su}, editor = {Gianluca Demartini and Guido Zuccon and J. Shane Culpepper and Zi Huang and Hanghang Tong}, title = {{PATROL:} {A} Velocity Control Framework for Autonomous Vehicle via Spatial-Temporal Reinforcement Learning}, booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021}, pages = {2271--2280}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3459637.3482283}, doi = {10.1145/3459637.3482283}, timestamp = {Mon, 17 Feb 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/Xu0WC00S21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/ZhuPWHYYQZC21, author = {Rong Zhu and Andreas Pfadler and Ziniu Wu and Yuxing Han and Xiaoke Yang and Feng Ye and Zhenping Qian and Jingren Zhou and Bin Cui}, title = {Efficient and Scalable Structure Learning for Bayesian Networks: Algorithms and Applications}, booktitle = {37th {IEEE} International Conference on Data Engineering, {ICDE} 2021, Chania, Greece, April 19-22, 2021}, pages = {2613--2624}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICDE51399.2021.00292}, doi = {10.1109/ICDE51399.2021.00292}, timestamp = {Wed, 19 Mar 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icde/ZhuPWHYYQZC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-02418, author = {Ziniu Wu and Peilun Yang and Pei Yu and Rong Zhu and Yuxing Han and Yaliang Li and Defu Lian and Kai Zeng and Jingren Zhou}, title = {A Unified Transferable Model for ML-Enhanced {DBMS}}, journal = {CoRR}, volume = {abs/2105.02418}, year = {2021}, url = {https://arxiv.org/abs/2105.02418}, eprinttype = {arXiv}, eprint = {2105.02418}, timestamp = {Wed, 19 Mar 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-02418.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-05877, author = {Yuxing Han and Ziniu Wu and Peizhi Wu and Rong Zhu and Jingyi Yang and Liang Wei Tan and Kai Zeng and Gao Cong and Yanzhao Qin and Andreas Pfadler and Zhengping Qian and Jingren Zhou and Jiangneng Li and Bin Cui}, title = {Cardinality Estimation in {DBMS:} {A} Comprehensive Benchmark Evaluation}, journal = {CoRR}, volume = {abs/2109.05877}, year = {2021}, url = {https://arxiv.org/abs/2109.05877}, eprinttype = {arXiv}, eprint = {2109.05877}, timestamp = {Wed, 19 Mar 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-05877.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-09020, author = {Ziniu Wu and Rong Zhu and Andreas Pfadler and Yuxing Han and Jiangneng Li and Zhengping Qian and Kai Zeng and Jingren Zhou}, title = {{FSPN:} {A} New Class of Probabilistic Graphical Model}, journal = {CoRR}, volume = {abs/2011.09020}, year = {2020}, url = {https://arxiv.org/abs/2011.09020}, eprinttype = {arXiv}, eprint = {2011.09020}, timestamp = {Wed, 19 Mar 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-09020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-09022, author = {Rong Zhu and Ziniu Wu and Yuxing Han and Kai Zeng and Andreas Pfadler and Zhengping Qian and Jingren Zhou and Bin Cui}, title = {{FLAT:} Fast, Lightweight and Accurate Method for Cardinality Estimation}, journal = {CoRR}, volume = {abs/2011.09022}, year = {2020}, url = {https://arxiv.org/abs/2011.09022}, eprinttype = {arXiv}, eprint = {2011.09022}, timestamp = {Wed, 19 Mar 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-09022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-03540, author = {Rong Zhu and Andreas Pfadler and Ziniu Wu and Yuxing Han and Xiaoke Yang and Feng Ye and Zhenping Qian and Jingren Zhou and Bin Cui}, title = {Efficient and Scalable Structure Learning for Bayesian Networks: Algorithms and Applications}, journal = {CoRR}, volume = {abs/2012.03540}, year = {2020}, url = {https://arxiv.org/abs/2012.03540}, eprinttype = {arXiv}, eprint = {2012.03540}, timestamp = {Wed, 19 Mar 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-03540.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-14743, author = {Ziniu Wu and Amir Shaikhha}, title = {BayesCard: {A} Unified Bayesian Framework for Cardinality Estimation}, journal = {CoRR}, volume = {abs/2012.14743}, year = {2020}, url = {https://arxiv.org/abs/2012.14743}, eprinttype = {arXiv}, eprint = {2012.14743}, timestamp = {Fri, 08 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-14743.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }

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