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Yiru Chen
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Year
A reinforcement learning framework for explainable recommendation
X Wang, Y Chen, J Yang, L Wu, Z Wu, X Xie
2018 IEEE international conference on data mining (ICDM), 587-596, 2018
1652018
Mlog: Towards declarative in-database machine learning
X Li, B Cui, Y Chen, W Wu, C Zhang
Proceedings of the VLDB Endowment 10 (12), 1933-1936, 2017
712017
Deepbase: Deep inspection of neural networks
T Sellam, K Lin, I Huang, Y Chen, M Yang, C Vondrick, E Wu
technical report, 1117-1134, 2019
242019
psfgan: a generative adversarial network system for separating quasar point sources and host galaxy light
D Stark, B Launet, K Schawinski, C Zhang, M Koss, MD Turp, LF Sartori, ...
Monthly Notices of the Royal Astronomical Society 477 (2), 2513-2527, 2018
232018
PI2: End-to-end Interactive Visualization Interface Generation from Queries
Y Chen, E Wu
Proceedings of the 2022 International Conference on Management of Data, 1711 …, 2022
15*2022
Monte Carlo Tree Search for Generating Interactive Data Analysis Interfaces
Y Chen, E Wu
The AAAI-20 Workshop on Intelligent Process Automation (IPA-20), 2020
112020
Demonstration of PI2: Interactive visualization interface generation for sql analysis in notebook
J Tao, Y Chen, E Wu
Proceedings of the 2022 International Conference on Management of Data, 2365 …, 2022
52022
TSExplain: Surfacing evolving explanations for time series
Y Chen, S Huang
Proceedings of the 2021 International Conference on Management of Data, 2686 …, 2021
52021
NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries
Y Chen, R Li, A Mac, T Xie, T Yu, E Wu
IEEE Visualization Conference NLVIZ Workshop 2022, 2022
42022
Sys-TM: A Fast and General Topic Modeling System
Y Shao, X Li, Y Chen, L Yu, B Cui
IEEE Transactions on Knowledge and Data Engineering 33 (6), 2790-2802, 2019
32019
On-demand service-based big data integration: optimized for research collaboration
P Kathiravelu, Y Chen, A Sharma, H Galhardas, P Van Roy, L Veiga
Data Management and Analytics for Medicine and Healthcare: Third …, 2017
32017
Deep neural inspection using deepbase
Y Chen, Y Shi, B Chen, T Sellam, C Vondrick, E Wu
NeurIPS 2018 LearnSys Workshop, 2018
22018
DIG: The Data Interface Grammar
Y Chen, J Tao, E Wu
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 1-7, 2023
2023
TSExplain: Explaining Aggregated Time Series by Surfacing Evolving Contributors
Y Chen, S Huang
IEEE 39th International Conference on Data Engineering (ICDE), 2023, 2023
2023
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