Jiayi Wang

15 papers A* 2A 1Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A conf
AOP: Automated and Interactive LLM Pipeline Orchestration for Answering Complex Queries.
CIDR
Jiayi Wang, Guoliang Li
2025 J jnl
Cost-effective Missing Value Imputation for Data-effective Machine Learning.
ACM Trans. Database Syst.
Chengliang Chai, Kaisen Jin, Nan Tang, Ju Fan, Dongjing Miao, Jiayi Wang, Yuyu Luo, Guoliang Li, Ye Yuan, Guoren Wang
2025 J jnl
Data Agent: A Holistic Architecture for Orchestrating Data+AI Ecosystems.
CoRR
Zhaoyan Sun, Jiayi Wang, Xinyang Zhao, Jiachi Wang, Guoliang Li
2025 — conf
Data+AI: LLM4Data and Data4LLM.
SIGMOD Conference Companion
Guoliang Li, Jiayi Wang, Chenyang Zhang, Jiannan Wang
2025 A* conf
Federated Data Analytics with Differentially Private Density Estimation Model.
ICDE
Jiayi Wang, Lei Cao, Chengliang Chai, Guoliang Li
2025 J jnl
Unify: A System For Unstructured Data Analytics.
Proc. VLDB Endow.
Jiayi Wang, Yuan Li, Jianming Wu, Shihui Xu, Guoliang Li
2025 J jnl
iDataLake: An LLM-Powered Analytics System on Data Lakes.
IEEE Data Eng. Bull.
Jiayi Wang, Guoliang Li, Jianhua Feng
2024 J jnl
Cardinality estimation using normalizing flow.
VLDB J.
Jiayi Wang, Chengliang Chai, Jiabin Liu, Guoliang Li
2024 — conf
IDE: A System for Iterative Mislabel Detection.
SIGMOD Conference Companion
Yuhao Deng, Qiyan Deng, Chengliang Chai, Lei Cao, Nan Tang, Ju Fan, Jiayi Wang, Ye Yuan, Guoren Wang
2024 J jnl
MisDetect: Iterative Mislabel Detection using Early Loss.
Proc. VLDB Endow.
Yuhao Deng, Chengliang Chai, Lei Cao, Nan Tang, Jiayi Wang, Ju Fan, Ye Yuan, Guoren Wang
2023 J jnl
Data Management for Machine Learning: A Survey.
IEEE Trans. Knowl. Data Eng.
Chengliang Chai, Jiayi Wang, Yuyu Luo, Zeping Niu, Guoliang Li
2023 A* conf
Efficient Coreset Selection with Cluster-based Methods.
KDD
Chengliang Chai, Jiayi Wang, Nan Tang, Ye Yuan, Jiabin Liu, Yuhao Deng, Guoren Wang
2023 J jnl
GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data.
Proc. ACM Manag. Data
Chengliang Chai, Jiabin Liu, Nan Tang, Ju Fan, Dongjing Miao, Jiayi Wang, Yuyu Luo, Guoliang Li
2022 J jnl
Coresets over Multiple Tables for Feature-rich and Data-efficient Machine Learning.
Proc. VLDB Endow.
Jiayi Wang, Chengliang Chai, Nan Tang, Jiabin Liu, Guoliang Li
2021 J jnl
FACE: A Normalizing Flow based Cardinality Estimator.
Proc. VLDB Endow.
Jiayi Wang, Chengliang Chai, Jiabin Liu, Guoliang Li