Jiayi Wang

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Incomplete Data

Computationally Demanding

False Positives

Machine Learning

Top Venues

Proc. VLDB Endow.

Proc. ACM Manag. Data

Publications

Yuhao Deng, Deng Qiyan, Chengliang Chai, Lei Cao, Nan Tang, Ju Fan, Jiayi Wang, Ye Yuan, Guoren Wang
IDE: A System for Iterative Mislabel Detection. SIGMOD Conference Companion (2024)
Jiayi Wang, Chengliang Chai, Jiabin Liu, Guoliang Li
Cardinality estimation using normalizing flow. VLDB J. 33 (2) (2024)
Yuhao Deng, Chengliang Chai, Lei Cao, Nan Tang, Jiayi Wang, Ju Fan, Ye Yuan, Guoren Wang
MisDetect: Iterative Mislabel Detection using Early Loss. Proc. VLDB Endow. 17 (6) (2024)
Chengliang Chai, Jiayi Wang, Yuyu Luo, Zeping Niu, Guoliang Li
Data Management for Machine Learning: A Survey. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Chengliang Chai, Jiabin Liu, Nan Tang, Ju Fan, Dongjing Miao, Jiayi Wang, Yuyu Luo, Guoliang Li
GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data. Proc. ACM Manag. Data 1 (2) (2023)
Chengliang Chai, Jiayi Wang, Nan Tang, Ye Yuan, Jiabin Liu, Yuhao Deng, Guoren Wang
Efficient Coreset Selection with Cluster-based Methods. KDD (2023)