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2020 – today
- 2022
[j10]Will Epperson
, Doris Jung Lin Lee, Leijie Wang, Kunal Agarwal, Aditya G. Parameswaran, Dominik Moritz, Adam Perer:
Leveraging Analysis History for Improved In Situ Visualization Recommendation. Comput. Graph. Forum 41(3): 145-155 (2022)- [j9]Doris Jung Lin Lee, Vidya Setlur, Melanie Tory, Karrie Karahalios, Aditya G. Parameswaran:
Deconstructing Categorization in Visualization Recommendation: A Taxonomy and Comparative Study. IEEE Trans. Vis. Comput. Graph. 28(12): 4225-4239 (2022) - 2021
- [b1]Doris Jung Lin Lee:
Designing Automated Assistants for Visual Data Exploration. University of California, Berkeley, USA, 2021 - [j8]Stephen Macke, Aditya G. Parameswaran, Hongpu Gong, Doris Jung Lin Lee, Doris Xin, Andrew Head:
Fine-Grained Lineage for Safer Notebook Interactions. Proc. VLDB Endow. 14(6): 1093-1101 (2021) - [j7]Doris Jung Lin Lee, Dixin Tang, Kunal Agarwal, Thyne Boonmark, Caitlyn Chen, Jake Kang, Ujjaini Mukhopadhyay, Jerry Song, Micah Yong, Marti A. Hearst, Aditya G. Parameswaran:
Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows. Proc. VLDB Endow. 15(3): 727-738 (2021) - [c8]Doris Xin, Eva Yiwei Wu, Doris Jung Lin Lee, Niloufar Salehi, Aditya G. Parameswaran:
Whither AutoML? Understanding the Role of Automation in Machine Learning Workflows. CHI 2021: 83:1-83:16 - [c7]Doris Jung Lin Lee, Abdul Quamar, Eser Kandogan, Fatma Özcan:
Boomerang: Proactive Insight-Based Recommendations for Guiding Conversational Data Analysis. SIGMOD Conference 2021: 2750-2754 - [i7]Doris Xin, Eva Yiwei Wu, Doris Jung Lin Lee, Niloufar Salehi, Aditya G. Parameswaran:
Whither AutoML? Understanding the Role of Automation in Machine Learning Workflows. CoRR abs/2101.04834 (2021) - [i6]Doris Jung Lin Lee, Vidya Setlur, Melanie Tory, Karrie Karahalios, Aditya G. Parameswaran:
Deconstructing Categorization in Visualization Recommendation: A Taxonomy and Comparative Study. CoRR abs/2102.07070 (2021) - [i5]Doris Jung Lin Lee, Dixin Tang, Kunal Agarwal, Thyne Boonmark, Caitlyn Chen, Jake Kang, Ujjaini Mukhopadhyay, Jerry Song, Micah Yong, Marti A. Hearst, Aditya G. Parameswaran:
Lux: Always-on Visualization Recommendations for Exploratory Data Science. CoRR abs/2105.00121 (2021) - 2020
- [j6]Doris Jung Lin Lee, Tarique Siddiqui, Karrie Karahalios, Aditya G. Parameswaran:
Three Lessons from Accelerating Scientific Insight Discovery via Visual Querying. Patterns 1(7): 100126 (2020) - [j5]Devin Petersohn, William W. Ma, Doris Jung Lin Lee, Stephen Macke, Doris Xin, Xiangxi Mo, Joseph Gonzalez, Joseph M. Hellerstein, Anthony D. Joseph, Aditya G. Parameswaran:
Towards Scalable Dataframe Systems. Proc. VLDB Endow. 13(11): 2033-2046 (2020) - [j4]Doris Jung Lin Lee, John Lee, Tarique Siddiqui, Jaewoo Kim, Karrie Karahalios, Aditya G. Parameswaran:
You can't always sketch what you want: Understanding Sensemaking in Visual Query Systems. IEEE Trans. Vis. Comput. Graph. 26(1): 1267-1277 (2020) - [c6]Doris Jung Lin Lee:
Towards an Integrated Solution for Intelligent Visual Data Discovery. CHI Extended Abstracts 2020: 1-7 - [i4]Devin Petersohn, William W. Ma, Doris Jung Lin Lee, Stephen Macke, Doris Xin, Xiangxi Mo, Joseph E. Gonzalez, Joseph M. Hellerstein, Anthony D. Joseph, Aditya G. Parameswaran:
Towards Scalable Dataframe Systems. CoRR abs/2001.00888 (2020) - [i3]Stephen Macke, Hongpu Gong, Doris Jung Lin Lee, Andrew Head, Doris Xin, Aditya G. Parameswaran:
Fine-Grained Lineage for Safer Notebook Interactions. CoRR abs/2012.06981 (2020)
2010 – 2019
- 2019
- [j3]Doris Jung Lin Lee, Stephen Macke, Doris Xin, Angela Lee, Silu Huang, Aditya G. Parameswaran:
A Human-in-the-loop Perspective on AutoML: Milestones and the Road Ahead. IEEE Data Eng. Bull. 42(2): 59-70 (2019) - [c5]Doris Jung Lin Lee, Himel Dev, Huizi Hu, Hazem Elmeleegy, Aditya G. Parameswaran:
Avoiding drill-down fallacies with VisPilot: assisted exploration of data subsets. IUI 2019: 186-196 - [i2]Doris Jung Lin Lee, Jaewoo Kim, Renxuan Wang, Aditya G. Parameswaran:
SCATTERSEARCH: Visual Querying of Scatterplot Visualizations. CoRR abs/1907.11743 (2019) - 2018
- [j2]Doris Jung Lin Lee, Aditya G. Parameswaran:
The Case for a Visual Discovery Assistant: A Holistic Solution for Accelerating Visual Data Exploration. IEEE Data Eng. Bull. 41(3): 3-14 (2018) - [c4]Doris Jung Lin Lee, Akash Das Sarma, Aditya G. Parameswaran:
Aggregating Crowdsourced Image Segmentations. HCOMP (WIP&Demo) 2018 - 2017
- [i1]Doris Jung Lin Lee, John Lee, Tarique Siddiqui, Jaewoo Kim, Karrie Karahalios, Aditya G. Parameswaran:
Accelerating Scientific Data Exploration via Visual Query Systems. CoRR abs/1710.00763 (2017) - 2016
- [j1]Doenja Oogjes, Miguel Bruns Alonso, Ron Wakkary, Joanne Lo, Doris Jung Lin Lee, Nathan Wong, David Bui, Eric Paulos, Cally Gatehouse, Alyssa DiSalvo, Leila Watson, Zishan Yu, Peter Worthy, Jason Weigel, Stephen Viller, Ben Matthews:
Demo hour. Interactions 23(6): 10-13 (2016) - [c3]Joanne Lo, Doris Jung Lin Lee, Nathan Wong, David Bui, Eric Paulos:
Skintillates: Designing and Creating Epidermal Interactions. Conference on Designing Interactive Systems 2016: 853-864 - [c2]Laura Devendorf, Joanne Lo, Noura Howell, Doris Jung Lin Lee, Nan-Wei Gong, Mustafa Emre Karagozler, Shiho Fukuhara, Ivan Poupyrev, Eric Paulos, Kimiko Ryokai:
"I don't Want to Wear a Screen": Probing Perceptions of and Possibilities for Dynamic Displays on Clothing. CHI 2016: 6028-6039 - [c1]Doris Jung Lin Lee, Joanne Lo, Moonhyok Kim, Eric Paulos:
Crowdclass: Designing Classification-Based Citizen Science Learning Modules. HCOMP 2016: 109-118
Coauthor Index
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