Doris Jung Lin Lee

According to our database, Doris Jung Lin Lee authored at least 22 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Deconstructing Categorization in Visualization Recommendation: A Taxonomy and Comparative Study.

Doris Jung Lin Lee, Vidya Setlur, Melanie Tory, Karrie Karahalios, Aditya G. Parameswaran

IEEE Trans. Vis. Comput. Graph., 2022

Leveraging Analysis History for Improved In Situ Visualization Recommendation.

Will Epperson, Doris Jung Lin Lee, Leijie Wang, Kunal Agarwal, Aditya G. Parameswaran, Dominik Moritz, Adam Perer

Comput. Graph. Forum, 2022

2021

Designing Automated Assistants for Visual Data Exploration

Doris Jung Lin Lee

PhD thesis, 2021

Fine-Grained Lineage for Safer Notebook Interactions.

Stephen Macke, Aditya G. Parameswaran, Hongpu Gong, Doris Jung Lin Lee, Doris Xin, Andrew Head

Proc. VLDB Endow., 2021

Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows.

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

Proc. VLDB Endow., 2021

Lux: Always-on Visualization Recommendations for Exploratory Data Science.

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

CoRR, 2021

Boomerang: Proactive Insight-Based Recommendations for Guiding Conversational Data Analysis.

Doris Jung Lin Lee, Abdul Quamar, Eser Kandogan, Fatma Özcan

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Whither AutoML? Understanding the Role of Automation in Machine Learning Workflows.

Doris Xin, Eva Yiwei Wu, Doris Jung Lin Lee, Niloufar Salehi, Aditya G. Parameswaran

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

You can't always sketch what you want: Understanding Sensemaking in Visual Query Systems.

Doris Jung Lin Lee, John Lee, Tarique Siddiqui, Jaewoo Kim, Karrie Karahalios, Aditya G. Parameswaran

IEEE Trans. Vis. Comput. Graph., 2020

Towards Scalable Dataframe Systems.

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

Proc. VLDB Endow., 2020

Three Lessons from Accelerating Scientific Insight Discovery via Visual Querying.

Doris Jung Lin Lee, Tarique Siddiqui, Karrie Karahalios, Aditya G. Parameswaran

Patterns, 2020

Towards an Integrated Solution for Intelligent Visual Data Discovery.

Doris Jung Lin Lee

Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

2019

A Human-in-the-loop Perspective on AutoML: Milestones and the Road Ahead.

Doris Jung Lin Lee, Stephen Macke, Doris Xin, Angela Lee, Silu Huang, Aditya G. Parameswaran

IEEE Data Eng. Bull., 2019

SCATTERSEARCH: Visual Querying of Scatterplot Visualizations.

Doris Jung Lin Lee, Jaewoo Kim, Renxuan Wang, Aditya G. Parameswaran

CoRR, 2019

Avoiding drill-down fallacies with <i>VisPilot</i>: assisted exploration of data subsets.

Doris Jung Lin Lee, Himel Dev, Huizi Hu, Hazem Elmeleegy, Aditya G. Parameswaran

Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

2018

The Case for a Visual Discovery Assistant: A Holistic Solution for Accelerating Visual Data Exploration.

Doris Jung Lin Lee, Aditya G. Parameswaran

IEEE Data Eng. Bull., 2018

Aggregating Crowdsourced Image Segmentations.

Doris Jung Lin Lee, Akash Das Sarma, Aditya G. Parameswaran

Proceedings of the HCOMP 2018 Works in Progress and Demonstration Papers Track of the sixth AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2018), 2018

2017

Accelerating Scientific Data Exploration via Visual Query Systems.

Doris Jung Lin Lee, John Lee, Tarique Siddiqui, Jaewoo Kim, Karrie Karahalios, Aditya G. Parameswaran

CoRR, 2017

2016

Demo hour.

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

Interactions, 2016

Crowdclass: Designing Classification-Based Citizen Science Learning Modules.

Doris Jung Lin Lee, Joanne Lo, Moonhyok Kim, Eric Paulos

Proceedings of the Fourth AAAI Conference on Human Computation and Crowdsourcing, 2016

"I don't Want to Wear a Screen": Probing Perceptions of and Possibilities for Dynamic Displays on Clothing.

Laura Devendorf, Joanne Lo, Noura Howell, Doris Jung Lin Lee, Nan-Wei Gong, Mustafa Emre Karagozler, Shiho Fukuhara, Ivan Poupyrev, Eric Paulos, Kimiko Ryokai

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

Skintillates: Designing and Creating Epidermal Interactions.

Joanne Lo, Doris Jung Lin Lee, Nathan Wong, David Bui, Eric Paulos

Proceedings of the 2016 ACM Conference on Designing Interactive Systems, DIS '16, Brisbane, QLD, Australia, June 04, 2016