Yicong Huang

According to our database, Yicong Huang authored at least 13 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Pasta: A Cost-Based Optimizer for Generating Pipelining Schedules for Dataflow DAGs.

Xiaozhen Liu, Yicong Huang, Xinyuan Lin, Avinash Kumar, Sadeem Alsudais, Chen Li

Proc. ACM Manag. Data, December, 2024

IcedTea: Efficient and Responsive Time-Travel Debugging in Dataflow Systems.

Shengquan Ni, Yicong Huang, Zuozhi Wang, Chen Li

Proc. VLDB Endow., November, 2024

Wording Matters: The Effect of Linguistic Characteristics and Political Ideology on Resharing of COVID-19 Vaccine Tweets.

Judith Borghouts, Yicong Huang, Suellen Hopfer, Chen Li, Gloria Mark

ACM Trans. Comput. Hum. Interact., August, 2024

Texera: A System for Collaborative and Interactive Data Analytics Using Workflows.

Zuozhi Wang, Yicong Huang, Shengquan Ni, Avinash Kumar, Sadeem Alsudais, Xiaozhen Liu, Xinyuan Lin, Yunyan Ding, Chen Li

Proc. VLDB Endow., July, 2024

Demonstration of Udon: Line-by-line Debugging of User-Defined Functions in Data Workflows.

Yicong Huang, Zuozhi Wang, Chen Li

Proceedings of the Companion of the 2024 International Conference on Management of Data, 2024

Data Science Tasks Implemented with Scripts versus GUI-Based Workflows: The Good, the Bad, and the Ugly.

Alexander K. Taylor, Yicong Huang, Junheng Hao, Xinyuan Lin, Xiusi Chen, Wei Wang, Chen Li

Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024

2023

Udon: Efficient Debugging of User-Defined Functions in Big Data Systems with Line-by-Line Control.

Yicong Huang, Zuozhi Wang, Chen Li

Proc. ACM Manag. Data, December, 2023

2022

Optimizing Machine Learning Inference Queries with Correlative Proxy Models.

Zhihui Yang, Zuozhi Wang, Yicong Huang, Yao Lu, Chen Li, X. Sean Wang

Proc. VLDB Endow., 2022

Demonstration of Accelerating Machine Learning Inference Queries with Correlative Proxy Models.

Zhihui Yang, Yicong Huang, Zuozhi Wang, Feng Gao, Yao Lu, Chen Li, X. Sean Wang

Proc. VLDB Endow., 2022

Demonstration of Collaborative and Interactive Workflow-Based Data Analytics in Texera.

Xiaozhen Liu, Zuozhi Wang, Shengquan Ni, Sadeem Alsudais, Yicong Huang, Avinash Kumar, Chen Li

Proc. VLDB Endow., 2022

Reshape: Adaptive Result-aware Skew Handling for Exploratory Analysis on Big Data.

Avinash Kumar, Sadeem Alsudais, Shengquan Ni, Zuozhi Wang, Yicong Huang, Chen Li

CoRR, 2022

Public Opinions toward COVID-19 Vaccine Mandates: A Machine Learning-based Analysis of U.S. Tweets.

Yawen Guo, Jun Zhu, Yicong Huang, Lu He, Changyang He, Chen Li, Kai Zheng

Proceedings of the AMIA 2022, 2022

2021

Why do people oppose mask wearing? A comprehensive analysis of U.S. tweets during the COVID-19 pandemic.

Lu He, Changyang He, Tera L. Reynolds, Qiushi Bai, Yicong Huang, Chen Li, Kai Zheng, Yunan Chen

J. Am. Medical Informatics Assoc., 2021