Yicong Huang

18 papers B 1Misc 1Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2026 B conf
Click, Share, Learn: Teaching Data Science Using Apache Texera.
EDBT
Sarah Asad, Xiaozhen Liu, Kun Woo Park, Xinyuan Lin, Jiadong Bai, Shengquan Ni, Yicong Huang, Chen Li
2025 J jnl
ML-Asset Management: Curation, Discovery, and Utilization.
CoRR
Mengying Wang, Moming Duan, Yicong Huang, Chen Li, Bingsheng He, Yinghui Wu
2025 J jnl
ML-Asset Management: Curation, Discovery, and Utilization.
Proc. VLDB Endow.
Mengying Wang, Moming Duan, Yicong Huang, Chen Li, Bingsheng He, Yinghui Wu
2024 — conf
Data Science Tasks Implemented with Scripts versus GUI-Based Workflows: The Good, the Bad, and the Ugly.
ICDEW
Alexander K. Taylor, Yicong Huang, Junheng Hao, Xinyuan Lin, Xiusi Chen, Wei Wang, Chen Li
2024 — conf
Demonstration of Udon: Line-by-line Debugging of User-Defined Functions in Data Workflows.
SIGMOD Conference Companion
Yicong Huang, Zuozhi Wang, Chen Li
2024 J jnl
IcedTea: Efficient and Responsive Time-Travel Debugging in Dataflow Systems.
Proc. VLDB Endow.
Shengquan Ni, Yicong Huang, Zuozhi Wang, Chen Li
2024 J jnl
Pasta: A Cost-Based Optimizer for Generating Pipelining Schedules for Dataflow DAGs.
Proc. ACM Manag. Data
Xiaozhen Liu, Yicong Huang, Xinyuan Lin, Avinash Kumar, Sadeem Alsudais, Chen Li
2024 — conf
Reproducibility Report for ACM SIGMOD 2024 Paper: 'Proving Query Equivalence Using Linear Integer Arithmetic'.
SIGMOD/PODS
Yinzhao Yan, Yicong Huang, Yingli Zhou, Haoran Ding
2024 J jnl
Texera: A System for Collaborative and Interactive Data Analytics Using Workflows.
Proc. VLDB Endow.
Zuozhi Wang, Yicong Huang, Shengquan Ni, Avinash Kumar, Sadeem Alsudais, Xiaozhen Liu, Xinyuan Lin, Yunyan Ding, Chen Li
2024 J jnl
Wording Matters: The Effect of Linguistic Characteristics and Political Ideology on Resharing of COVID-19 Vaccine Tweets.
ACM Trans. Comput. Hum. Interact.
Judith Borghouts, Yicong Huang, Suellen Hopfer, Chen Li, Gloria Mark
2023 J jnl
Udon: Efficient Debugging of User-Defined Functions in Big Data Systems with Line-by-Line Control.
Proc. ACM Manag. Data
Yicong Huang, Zuozhi Wang, Chen Li
2022 J jnl
Demonstration of Accelerating Machine Learning Inference Queries with Correlative Proxy Models.
Proc. VLDB Endow.
Zhihui Yang, Yicong Huang, Zuozhi Wang, Feng Gao, Yao Lu, Chen Li, X. Sean Wang
2022 J jnl
Demonstration of Collaborative and Interactive Workflow-Based Data Analytics in Texera.
Proc. VLDB Endow.
Xiaozhen Liu, Zuozhi Wang, Shengquan Ni, Sadeem Alsudais, Yicong Huang, Avinash Kumar, Chen Li
2022 J jnl
Optimizing Machine Learning Inference Queries with Correlative Proxy Models.
CoRR
Zhihui Yang, Zuozhi Wang, Yicong Huang, Yao Lu, Chen Li, X. Sean Wang
2022 J jnl
Optimizing Machine Learning Inference Queries with Correlative Proxy Models.
Proc. VLDB Endow.
Zhihui Yang, Zuozhi Wang, Yicong Huang, Yao Lu, Chen Li, X. Sean Wang
2022 Misc conf
Public Opinions toward COVID-19 Vaccine Mandates: A Machine Learning-based Analysis of U.S. Tweets.
AMIA
Yawen Guo, Jun Zhu, Yicong Huang, Lu He, Changyang He, Chen Li, Kai Zheng
2022 J jnl
Reshape: Adaptive Result-aware Skew Handling for Exploratory Analysis on Big Data.
CoRR
Avinash Kumar, Sadeem Alsudais, Shengquan Ni, Zuozhi Wang, Yicong Huang, Chen Li
2021 J jnl
Why do people oppose mask wearing? A comprehensive analysis of U.S. tweets during the COVID-19 pandemic.
J. Am. Medical Informatics Assoc.
Lu He, Changyang He, Tera L. Reynolds, Qiushi Bai, Yicong Huang, Chen Li, Kai Zheng, Yunan Chen