Yicong Huang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

User Defined Functions

Machine Learning

Top Venues

Proc. VLDB Endow.

Proc. ACM Manag. Data

Publications

Yicong Huang, Zuozhi Wang, Chen Li
Demonstration of Udon: Line-by-line Debugging of User-Defined Functions in Data Workflows. SIGMOD Conference Companion (2024)
Alexander K. Taylor, Yicong Huang, Junheng Hao, Xinyuan Lin, Xiusi Chen, Wei Wang, Chen Li
Data Science Tasks Implemented with Scripts versus GUI-Based Workflows: The Good, the Bad, and the Ugly. ICDEW (2024)
Yicong Huang, Zuozhi Wang, Chen Li
Udon: Efficient Debugging of User-Defined Functions in Big Data Systems with Line-by-Line Control. Proc. ACM Manag. Data 1 (4) (2023)
Avinash Kumar, Sadeem Alsudais, Shengquan Ni, Zuozhi Wang, Yicong Huang, Chen Li
Reshape: Adaptive Result-aware Skew Handling for Exploratory Analysis on Big Data. CoRR (2022)
Zhihui Yang, Yicong Huang, Zuozhi Wang, Feng Gao, Yao Lu, Chen Li, X. Sean Wang
Demonstration of Accelerating Machine Learning Inference Queries with Correlative Proxy Models. Proc. VLDB Endow. 15 (12) (2022)
Zhihui Yang, Zuozhi Wang, Yicong Huang, Yao Lu, Chen Li, X. Sean Wang
Optimizing Machine Learning Inference Queries with Correlative Proxy Models. Proc. VLDB Endow. 15 (10) (2022)
Xiaozhen Liu, Zuozhi Wang, Shengquan Ni, Sadeem Alsudais, Yicong Huang, Avinash Kumar, Chen Li
Demonstration of Collaborative and Interactive Workflow-Based Data Analytics in Texera. Proc. VLDB Endow. 15 (12) (2022)
Yawen Guo, Jun Zhu, Yicong Huang, Lu He, Changyang He, Chen Li, Kai Zheng
Public Opinions toward COVID-19 Vaccine Mandates: A Machine Learning-based Analysis of U.S. Tweets. AMIA (2022)