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Xu Chu
Observed name:
Chu, Xu
Institution:
Workday (United States)
Observed institutions:
University of Stuttgart,
Georgia Institute of Technology,
University of Waterloo,
Peking University,
University of Exeter,
Workday (United States)
show all 6
ORCID:
0009-0007-3202-3767
Observed ORCID:
0009-0007-3202-3767
OpenAlex ID:
A5100430982
Holistic data cleaning: Putting violations into context
2013
·
Xu Chu
, I. F. Ilyas
, et al.
·
IEEE International Conference on Data Engineering (ICDE)
·
343
CleanML: A Study for Evaluating the Impact of Data Cleaning on ML Classification Tasks
2021
·
Peng Li
, Xi Rao
, et al.
·
IEEE International Conference on Data Engineering (ICDE)
·
200
PDF
Trends in Cleaning Relational Data: Consistency and Deduplication
2015
·
Ihab F. Ilyas
, Xu Chu
·
Foundations and Trends in Databases
·
147
Nearest neighbor classifiers over incomplete information: from certain answers to certain predictions
2020
·
Bojan Karlaš
, Peng Li
, et al.
·
Proceedings of the VLDB Endowment
·
39
DiffPrep: Differentiable Data Preprocessing Pipeline Search for Learning over Tabular Data
2023
·
Peng Li
, Zhiyi Chen
, et al.
·
Proceedings of the ACM on Management of Data
·
38
PDF
Auto-FuzzyJoin: Auto-Program Fuzzy Similarity Joins Without Labeled Examples
2021
·
Peng Li
, Xiang Cheng
, et al.
·
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
35
PDF
TEGRA: Table Extraction by Global Record Alignment
2015
·
Xu Chu
, Yeye He
, et al.
·
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
33
OmniFair: A Declarative System for Model-Agnostic Group Fairness in Machine Learning
2021
·
Hantian Zhang
, Xu Chu
, et al.
·
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
31
PDF
Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions
2020
·
Karlaš, Bojan
, Li, Peng
, et al.
·
arXiv (Cornell University)
·
30
PDF
CleanML: A Benchmark for Joint Data Cleaning and Machine Learning [Experiments and Analysis].
2019
·
Peng Li
, Susie Xi Rao
, et al.
·
arXiv (Cornell University)
·
28
GOGGLES: Automatic Image Labeling with Affinity Coding
2020
·
Nilaksh Das
, Sanya Chaba
, et al.
·
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
26
PDF
Transform-Data-by-Example (TDE): Extensible Data Transformation in Excel
2018
·
Yeye He
, Kris Ganjam
, et al.
·
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
22
Learning to be a statistician: learned estimator for number of distinct values
2021
·
Renzhi Wu
, Bolin Ding
, et al.
·
Proceedings of the VLDB Endowment
·
20
PDF
iFlipper: Label Flipping for Individual Fairness
2023
·
Hantian Zhang
, Ki Hyun Tae
, et al.
·
Proceedings of the ACM on Management of Data
·
16
PDF
KIF: Knowledge Identification and Fusion for Language Model Continual Learning
2024
·
Feng, Yujie
, Chu, Xu
, et al.
·
arXiv (Cornell University)
·
14
PDF
PIClean: A Probabilistic and Interactive Data Cleaning System
2019
·
Zhuoran Yu
, Xu Chu
·
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
14
A Cluster-then-label Approach for Few-shot Learning with Application to Automatic Image Data Labeling
2022
·
Renzhi Wu
, Nilaksh Das
, et al.
·
Journal of Data and Information Quality
·
12
Demonstration of panda: a weakly supervised entity matching system
2021
·
Renzhi Wu
, Prem Sakala
, et al.
·
Proceedings of the VLDB Endowment
·
12
PDF
SketchQL: Video Moment Querying with a Visual Query Interface
2024
·
Renzhi Wu
, Pramod Chunduri
, et al.
·
Proceedings of the ACM on Management of Data
·
9
TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation
2024
·
Yujie Feng
, Xu Chu
, et al.
·
Proceedings of the conference - Association for Computational Linguistics. Meeting
·
9
PDF
Ground Truth Inference for Weakly Supervised Entity Matching
2023
·
Renzhi Wu
, Alexander Bendeck
, et al.
·
Proceedings of the ACM on Management of Data
·
7
PDF
Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions
2020
·
Karlaš, Bojan
, Li, Peng
, et al.
·
Repository for Publications and Research Data (ETH Zurich)
·
7
PDF
Engineering.ai: A Platform for Teams of AI Engineers in Computational Design
2025
·
Xu, Ran
, Qi, Yupeng
, et al.
·
arXiv (Cornell University)
·
6
PDF
FairRover: explorative model building for fair and responsible machine learning
2021
·
Hantian Zhang
, Nima Shahbazi
, et al.
·
Workshop on Data Management for End-to-End Machine Learning (DEEM)
·
6
A Model-Agnostic Approach for Learning with Noisy Labels of Arbitrary Distributions
2022
·
Shuang Hao
, Peng Li
, et al.
·
IEEE International Conference on Data Engineering (ICDE)
·
4
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Works count:
36
Citation count:
1,123
H-index:
14
I10-index:
18
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