Zhengjie Miao
DB research@Simon Fraser University • How to pronounce my first name?
Office: TASC 1 9407
Email: {fname}@sfu.ca
I am an Assistant Professor in the School of Computing Science at Simon Fraser University (SFU). My research interest broadly lies in data management and artificial intelligence, with a focus on developing algorithms and tools that enhance the usability and efficiency of data science pipelines. I am part of the SFU Data Science Research Group.
Before joining SFU, I spent one year as a Research Scientist at Megagon Labs. I finished my Ph.D. in Computer Science from Duke University, where I was fortunate to work with Prof. Sudeepa Roy and Prof. Jun Yang. I received M.S. from Columbia University under the advisory of Prof. Eugene Wu and my B.S. from Peking University.
news
Jan, 2024 | One paper on Human-LLM collaborative data annotation accepted to CHI 2024! Congrats all collaborators! |
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Oct, 2023 | Started my journey at SFU! |
selected publications
- SIGMODWatchog: A Light-Weight Contrastive Learning Based Framework for Column AnnotationProc. ACM Manag. Data, Dec 2023
- SIGMODUnderstanding Queries by Conditional InstancesIn ACM SIGMOD International Conference on Management of Data, Philadelphia, PA, USA, Jun 2022
- SIGMODRotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and BeyondIn ACM SIGMOD International Conference on Management of Data, Virtual Event, China, Jun 2021
- SIGMODExplaining Wrong Queries Using Small ExamplesIn ACM SIGMOD International Conference on Management of Data, Amsterdam, The Netherlands, Jun 2019