Doris Jung Lin Lee

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 25

Top Topics

Image Segmentations

Comparative Study

Data Exploration

Top Venues

Proc. VLDB Endow.

IEEE Trans. Vis. Comput. Graph.

Publications

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) (2022)
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) (2022)
Doris Jung Lin Lee, Abdul Quamar, Eser Kandogan, Fatma Özcan
Boomerang: Proactive Insight-Based Recommendations for Guiding Conversational Data Analysis. SIGMOD Conference (2021)
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)
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) (2021)
Doris Jung Lin Lee, Vidya Setlur, Melanie Tory, Karrie Karahalios, Aditya G. Parameswaran
Deconstructing Categorization in Visualization Recommendation: A Taxonomy and Comparative Study. CoRR (2021)
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 (2021)
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) (2021)
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 (2021)
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) (2020)
Stephen Macke, Hongpu Gong, Doris Jung Lin Lee, Andrew Head, Doris Xin, Aditya G. Parameswaran
Fine-Grained Lineage for Safer Notebook Interactions. CoRR (2020)
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) (2020)
Doris Jung Lin Lee, Tarique Siddiqui, Karrie Karahalios, Aditya G. Parameswaran
Three Lessons from Accelerating Scientific Insight Discovery via Visual Querying. Patterns 1 (7) (2020)
Doris Jung Lin Lee
Towards an Integrated Solution for Intelligent Visual Data Discovery. CHI Extended Abstracts (2020)
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 (2020)
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) (2019)
Doris Jung Lin Lee, Himel Dev, Huizi Hu, Hazem Elmeleegy, Aditya G. Parameswaran
: assisted exploration of data subsets. IUI (2019)
Doris Jung Lin Lee, Jaewoo Kim, Renxuan Wang, Aditya G. Parameswaran
SCATTERSEARCH: Visual Querying of Scatterplot Visualizations. CoRR (2019)
Doris Jung Lin Lee, Akash Das Sarma, Aditya G. Parameswaran
Aggregating Crowdsourced Image Segmentations. HCOMP (WIP&Demo) (2018)
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) (2018)
Doris Jung Lin Lee, John Lee, Tarique Siddiqui, Jaewoo Kim, Karrie Karahalios, Aditya G. Parameswaran
Accelerating Scientific Data Exploration via Visual Query Systems. CoRR (2017)
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)
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) (2016)
Joanne Lo, Doris Jung Lin Lee, Nathan Wong, David Bui, Eric Paulos
Skintillates: Designing and Creating Epidermal Interactions. Conference on Designing Interactive Systems (2016)
Doris Jung Lin Lee, Joanne Lo, Moonhyok Kim, Eric Paulos
Crowdclass: Designing Classification-Based Citizen Science Learning Modules. HCOMP (2016)