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Journal Articles
- 2023
[j6]Weiyuan Wu, Pei Wang, Yi Xie, Yejia Liu, George Chow, Jiannan Wang:
Web Connector: A Unified API Wrapper to Simplify Web Data Collection. Proc. VLDB Endow. 16(12): 4042-4045 (2023)- 2022
- [j5]Jinglin Peng, Weiyuan Wu, Jing Nathan Yan, Danrui Qi, Jeffrey M. Rzeszotarski, Jiannan Wang:
User Interfaces for Exploratory Data Analysis: A Survey of Open-Source and Commercial Tools. IEEE Data Eng. Bull. 45(3): 116-128 (2022) - [j4]Xiaoying Wang, Weiyuan Wu, Jinze Wu, Yizhou Chen, Nick Zrymiak, Changbo Qu, Lampros Flokas, George Chow, Jiannan Wang, Tianzheng Wang, Eugene Wu, Qingqing Zhou:
ConnectorX: Accelerating Data Loading From Databases to Dataframes. Proc. VLDB Endow. 15(11): 2994-3003 (2022) - 2021
- [j3]Xiaoying Wang, Changbo Qu, Weiyuan Wu, Jiannan Wang, Qingqing Zhou:
Are We Ready For Learned Cardinality Estimation? Proc. VLDB Endow. 14(9): 1640-1654 (2021) - [j2]Brandon Lockhart, Jinglin Peng, Weiyuan Wu, Jiannan Wang, Eugene Wu:
Explaining Inference Queries with Bayesian Optimization. Proc. VLDB Endow. 14(11): 2576-2585 (2021) - [j1]Yejia Liu, Weiyuan Wu, Lampros Flokas, Jiannan Wang, Eugene Wu:
Enabling SQL-based Training Data Debugging for Federated Learning. Proc. VLDB Endow. 15(3): 388-400 (2021)
Conference and Workshop Papers
- 2022
- [c5]Lampros Flokas, Weiyuan Wu, Jiannan Wang, Nakul Verma, Eugene Wu:
How I stopped worrying about training data bugs and started complaining. DEEM@SIGMOD 2022: 1:1-1:5 - [c4]Lampros Flokas, Weiyuan Wu, Yejia Liu, Jiannan Wang, Nakul Verma, Eugene Wu:
Complaint-Driven Training Data Debugging at Interactive Speeds. SIGMOD Conference 2022: 369-383 - 2021
- [c3]Jinglin Peng, Weiyuan Wu, Brandon Lockhart, Song Bian
, Jing Nathan Yan, Linghao Xu, Zhixuan Chi, Jeffrey M. Rzeszotarski, Jiannan Wang:
DataPrep.EDA: Task-Centric Exploratory Data Analysis for Statistical Modeling in Python. SIGMOD Conference 2021: 2271-2280 - 2020
- [c2]XinGuang Li, Shuai Chen, Zhichao Zhou, XiaoLan Long, Zeming Chen, Weiyuan Wu:
A method of English-Chinese language recognition and its application in oral English learning system. EITCE 2020: 728-733 - [c1]Weiyuan Wu, Lampros Flokas, Eugene Wu, Jiannan Wang:
Complaint-driven Training Data Debugging for Query 2.0. SIGMOD Conference 2020: 1317-1334
Informal and Other Publications
- 2021
- [i5]Brandon Lockhart, Jinglin Peng, Weiyuan Wu, Jiannan Wang, Eugene Wu:
Explaining Inference Queries with Bayesian Optimization. CoRR abs/2102.05308 (2021) - [i4]Jinglin Peng, Weiyuan Wu, Brandon Lockhart, Song Bian, Jing Nathan Yan, Linghao Xu, Zhixuan Chi, Jeffrey M. Rzeszotarski, Jiannan Wang:
DataPrep.EDA: Task-Centric Exploratory Data Analysis for Statistical Modeling in Python. CoRR abs/2104.00841 (2021) - [i3]Yejia Liu, Weiyuan Wu, Lampros Flokas, Jiannan Wang, Eugene Wu:
Enabling SQL-based Training Data Debugging for Federated Learning. CoRR abs/2108.11884 (2021) - 2020
- [i2]Weiyuan Wu, Lampros Flokas, Eugene Wu, Jiannan Wang:
Complaint-driven Training Data Debugging for Query 2.0. CoRR abs/2004.05722 (2020) - [i1]Xiaoying Wang, Changbo Qu, Weiyuan Wu, Jiannan Wang, Qingqing Zhou:
Are We Ready For Learned Cardinality Estimation? CoRR abs/2012.06743 (2020)
Coauthor Index
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