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Jiayi Wang 0002

王嘉翼

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unicode name: 王嘉翼
affiliation: Tsinghua University, Department of Computer Science, Beijing, China

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2024
[j6]
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  - electronic edition @ vldb.org (open access)
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  - journals/pvldb/DengCCTWFYW24
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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): 1159-1172 (2024)
[j5]
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Jiayi Wang, Chengliang Chai, Jiabin Liu, Guoliang Li:
Cardinality estimation using normalizing flow. VLDB J. 33(2): 323-348 (2024)
[c2]
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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: 500-503
2023
[j4]
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  - journals/pacmmod/ChaiL0FM0L023
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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): 157:1-157:27 (2023)
[j3]
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Chengliang Chai, Jiayi Wang, Yuyu Luo, Zeping Niu, Guoliang Li:
Data Management for Machine Learning: A Survey. IEEE Trans. Knowl. Data Eng. 35(5): 4646-4667 (2023)
[c1]
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Chengliang Chai, Jiayi Wang, Nan Tang, Ye Yuan, Jiabin Liu, Yuhao Deng, Guoren Wang:
Efficient Coreset Selection with Cluster-based Methods. KDD 2023: 167-178
2022
[j2]
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  - journals/pvldb/WangC0L022
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Jiayi Wang, Chengliang Chai, Nan Tang, Jiabin Liu, Guoliang Li:
Coresets over Multiple Tables for Feature-rich and Data-efficient Machine Learning. Proc. VLDB Endow. 16(1): 64-76 (2022)
2021
[j1]
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Jiayi Wang, Chengliang Chai, Jiabin Liu, Guoliang Li:
FACE: A Normalizing Flow based Cardinality Estimator. Proc. VLDB Endow. 15(1): 72-84 (2021)

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