Specializations
- Data Science
- Machine Learning
- Data Curation
Biography
I am currently a PhD student in Information Science at the University of Washington. My research interest revolves around Fairness in Machine Learning, Spatial-temporal Prediction, and Urban Mobility. I received my B.E. in Remote Sensing from Wuhan University, China, and received my M.S. in Ecology from Department of Earth System Science, Tsinghua University, China.
Education
- MS, Computational Earth System Science, Tsinghua University, 2015
- B.E., Remote Sensing, Wuhan University, 2012
Awards
- Best Long Paper Award - 2020 ASIS&T Virtual Annual Meeting, 2020
Publications and Contributions
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Conference PaperEquiTensors: Learning Fair Integrations of Heterogeneous Urban Data (2021)International Conference on Management of Data (SIGMOD)
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Conference PaperCross-Disciplinary Data Practices in Earth System Science: Aligning Services with Reuse and Reproducibility Priorities (2020)2020 ASIS&T Virtual Annual Meeting
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Conference PaperFairness-Aware Demand Prediction for New Mobility (2020)The AAAI Conference on Articial Intelligence (AAAI) (2020)
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Conference PaperFairST: Equitable Spatial and Temporal Demand Prediction for New Mobility Systems (2019)Proceedings of the 27th ACM International Conference on Advances in Geographic Information Systems (SIGSPATIAL), Page 10
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Journal Article, Academic JournalFairness in Practice: A Survey on Equity in Urban Mobility (2019)IEEE Data Eng. Bull., Volume 42, Issue 3
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Conference PaperMining Open Government Data Used in Scientific Research (2018)International Conference on Information (iConference 2018)
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Conference PaperPredicting Abandonment in Online Coding Tutorials (2017)IEEE Symposium on Visual Languages and Human-Centered Computing
Presentations
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Cross-Disciplinary Data Practices in Earth System Science: Aligning Services with Reuse and Reproducibility Priorities
(2020)
2020 ASIS&T Virtual Annual Meeting - Virtual