Publications

Xiaoying Wang, Weiyuan Wu, Jinze Wu, Yizhou Chen, Nick Zrymiak, Changbo Qu, Lampros Flokas, George Chow, Jiannan Wang, Tianzheng Wang, Eugene Wu, Qingqing Zhou (2022). ConnectorX: Accelerating Data Loading From Databases to Dataframes.

Lampros Flokas, Weiyuan Wu, Yejia Liu, Jiannan Wang, Nakul Verma, Eugene Wu (2021). Complaint-Driven Training Data Debugging at Interactive Speeds. SIGMOD 2022.

Yejia Liu, Weiyuan Wu, Lampros Flokas, Jiannan Wang, Eugene Wu (2021). Enabling SQL-based Training Data Debugging for Federated Learning. VLDB 2022.

Jinglin Peng, Weiyuan Wu, Brandon Lockhart, Song Bian, Jing Nathan Yan, Linghao Xu, Zhixuan Chi, Jeffrey Rzeszotarski, Jiannan Wang (2021). DataPrep.EDA: Task-Centric Exploratory Data Analysis for Statistical Modeling in Python. SIGMOD 2021.

Brandon Lockhart, Jinglin Peng, Weiyuan Wu, Jiannan Wang, Eugene Wu (2021). Explaining Inference Queries with Bayesian Optimization. VLDB 2021.

Xiaoying Wang, Changbo Qu, Weiyuan Wu, Jiannan Wang, Qingqing Zhou (2021). Are We Ready For Learned Cardinality Estimation?. VLDB 2021.

Weiyuan Wu, Lampros Flokas, Eugene Wu, Jiannan Wang (2020). Towards Complaint-driven ML Workflow Debugging. MLOps 2020.

Weiyuan Wu, Lampros Flokas, Eugene Wu, Jiannan Wang (2019). Complaint-driven Training Data Debugging for Query 2.0. SIGMOD 2020.