Jinglin Peng

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 10

Top Topics

Exploratory Data Analysis

Approximate Query Processing

Efficient Optimization

Top Venues

SIGMOD Conference

Proc. VLDB Endow.

Publications

Danrui Qi, Jinglin Peng, Yongjun He, Jiannan Wang
Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data. EDBT (2024)
Danrui Qi, Jinglin Peng, Yongjun He, Jiannan Wang
Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data. CoRR (2023)
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) (2022)
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)
Brandon Lockhart, Jinglin Peng, Weiyuan Wu, Jiannan Wang, Eugene Wu
Explaining Inference Queries with Bayesian Optimization. CoRR (2021)
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)
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 (2021)
Brandon Lockhart, Jinglin Peng, Weiyuan Wu, Jiannan Wang, Eugene Wu
Explaining Inference Queries with Bayesian Optimization. Proc. VLDB Endow. 14 (11) (2021)
Jinglin Peng, Dongxiang Zhang, Jiannan Wang, Jian Pei
AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics. SIGMOD Conference (2018)
Jinglin Peng, Hongzhi Wang, Jianzhong Li, Hong Gao
Set-based Similarity Search for Time Series. SIGMOD Conference (2016)
Shutao Li, Jinglin Peng, James T. Kwok, Jing Zhang
Multimodal Registration using the Discrete Wavelet Frame Transform. ICPR (3) (2006)
Shutao Li, Shengchu Deng, Jinglin Peng
A Comparison of Similarity Measures for 2D Rigid MR Image Registration Using Wavelet Transform. PSIVT (2006)