publications

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2023

  1. SIGMOD
    Watchog: A Light-Weight Contrastive Learning Based Framework for Column Annotation
    Zhengjie Miao, and Jin Wang
    Proc. ACM Manag. Data, Dec 2023
  2. SIGMOD
    Characterizing and Verifying Queries Via CINSGEN
    Hanze Meng, Zhengjie Miao, Amir Gilad, and 2 more authors
    In ACM SIGMOD International Conference on Management of Data, Seattle, WA, USA, Dec 2023

2022

  1. SIGMOD
    Understanding Queries by Conditional Instances
    Amir Gilad*, Zhengjie Miao*, Sudeepa Roy, and 1 more author
    In ACM SIGMOD International Conference on Management of Data, Philadelphia, PA, USA, Dec 2022
  2. SIGCSE
    I-Rex: An Interactive Relational Query Debugger for SQL
    Yihao Hu, Zhengjie Miao, Zhiming Leong, and 5 more authors
    In The 53rd ACM Technical Symposium on Computer Science Education (SIGCSE), Providence, RI, USA, Dec 2022
  3. VLDB
    CaJaDE: Explaining Query Results by Augmenting Provenance with Context
    Chenjie Li, Juseung Lee, Zhengjie Miao, and 2 more authors
    Proc. VLDB Endow., Dec 2022

2021

  1. SIGMOD
    Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond
    Zhengjie Miao, Yuliang Li, and Xiaolan Wang
    In ACM SIGMOD International Conference on Management of Data, Virtual Event, China, Dec 2021
  2. SIGMOD
    Putting Things into Context: Rich Explanations for Query Answers using Join Graphs
    Chenjie Li, Zhengjie Miao, Qitian Zeng, and 2 more authors
    In ACM SIGMOD International Conference on Management of Data, Virtual Event, China, Dec 2021
  3. Data Augmentation for ML-driven Data Preparation and Integration
    Yuliang Li, Xiaolan Wang, Zhengjie Miao, and 1 more author
    Proc. VLDB Endow., Dec 2021

2020

  1. WWW
    Snippext: Semi-supervised Opinion Mining with Augmented Data
    Zhengjie Miao, Yuliang Li, Xiaolan Wang, and 1 more author
    In WWW, Dec 2020
  2. VLDB
    I-Rex: An Interactive Relational Query Explainer for SQL
    Zhengjie Miao, Tiangang Chen, Alexander Bendeck, and 3 more authors
    Proc. VLDB Endow., Dec 2020

2019

  1. SIGMOD
    Explaining Wrong Queries Using Small Examples
    Zhengjie Miao, Sudeepa Roy, and Jun Yang
    In ACM SIGMOD International Conference on Management of Data, Amsterdam, The Netherlands, Dec 2019
  2. SIGMOD
    RATest: Explaining Wrong Relational Queries Using Small Examples
    Zhengjie Miao, Sudeepa Roy, and Jun Yang
    In ACM SIGMOD International Conference on Management of Data, Amsterdam, The Netherlands, Dec 2019
  3. SIGMOD
    Going Beyond Provenance: Explaining Query Answers with Pattern-based Counterbalances
    Zhengjie Miao*, Qitian Zeng*, Boris Glavic, and 1 more author
    In ACM SIGMOD International Conference on Management of Data, Amsterdam, The Netherlands, Dec 2019
  4. VLDB
    CAPE: Explaining Outliers by Counterbalancing
    Zhengjie Miao*, Qitian Zeng*, Chenjie Li, and 3 more authors
    Proc. VLDB Endow., Dec 2019
  5. VLDB
    LensXPlain: Visualizing and Explaining Contributing Subsets for Aggregate Query Answers
    Zhengjie Miao, Andrew Lee, and Sudeepa Roy
    Proc. VLDB Endow., Dec 2019

2017

  1. CIDR
    Combining Design and Performance in a Data Visualization Management System
    Eugene Wu, Fotis Psallidas, Zhengjie Miao, and 2 more authors
    In 8th Biennial Conference on Innovative Data Systems Research, CIDR 2017, Chaminade, CA, USA, Dec 2017