TopicFlow: visualizing topic alignment of Twitter data over time. - Sana Malik; Alison Smith; Timothy Hawes; Panagis Papadatos; Jianyu Li; Cody Dunne; Ben Shneiderman (ASONAM, 2013)

Part-of-speech tagging of program identifiers for improved text-based software engineering tools. - Samir Gupta; Sana Malik; Lori L. Pollock; K. Vijay-Shanker (ICPC, 2013)

A reliable checkpoint storage strategy for grid. - Sana Malik; Babar Nazir; Kalim Qureshi; Imran Ali Khan (Computing, 2013)

Cohort Comparison of Event Sequences with Balanced Integration of Visual Analytics and Statistics. - Sana Malik; Fan Du; Megan Monroe; Eberechukwu Onukwugha; Catherine Plaisant; Ben Shneiderman (IUI, 2015)

Visual Analysis of Topical Evolution in Unstructured Text: Design and Evaluation of TopicFlow. - Alison Smith; Sana Malik; Ben Shneiderman (Applications of Social Media and Social Network Analysis, 2015)

High-Volume Hypothesis Testing for Large-Scale Web Log Analysis. - Sana Malik; Eunyee Koh (CHI Extended Abstracts, 2016)

Simplifying Overviews of Temporal Event Sequences. - Matthew Louis Mauriello; Ben Shneiderman; Fan Du; Sana Malik; Catherine Plaisant (CHI Extended Abstracts, 2016)

High-Volume Hypothesis Testing: Systematic Exploration of Event Sequence Comparisons. - Sana Malik; Ben Shneiderman; Fan Du; Catherine Plaisant; Margrét V. Bjarnadóttir (ACM Trans. Interact. Intell. Syst., 2016)

A Visual Analytics Approach to Comparing Cohorts of Event Sequences. - Sana Malik (2016)

popHistory: Animated Visualization of Personal Web Browsing History. - Matthew Carrasco; Eunyee Koh; Sana Malik (CHI Extended Abstracts, 2017)

WimNet: Vision Search for Web Logs. - Sungchul Kim; Sana Malik; Nedim Lipka; Eunyee Koh (WWW (Companion Volume), 2017)

Coping with Volume and Variety in Temporal Event Sequences: Strategies for Sharpening Analytic Focus. - Fan Du; Ben Shneiderman; Catherine Plaisant; Sana Malik; Adam Perer (IEEE Trans. Vis. Comput. Graph., 2017)

Interactive Campaign Planning for Marketing Analysts. - Fan Du; Sana Malik; Eunyee Koh; Georgios Theocharous (CHI Extended Abstracts, 2018)

Personalizable and Interactive Sequence Recommender System. - Fan Du; Sana Malik; Georgios Theocharous; Eunyee Koh (CHI Extended Abstracts, 2018)

Visualizing Uncertainty and Alternatives in Event Sequence Predictions. - Shunan Guo; Fan Du; Sana Malik; Eunyee Koh; Sungchul Kim; Zhicheng Liu 001; Donghyun Kim 007; Hongyuan Zha; Nan Cao 001 (CHI, 2019)

DeepCompare: Visual and Interactive Comparison of Deep Learning Model Performance. - Sugeerth Murugesan; Sana Malik; Fan Du; Eunyee Koh; Tuan Manh Lai (IEEE Computer Graphics and Applications, 2019)

MAQUI: Interweaving Queries and Pattern Mining for Recursive Event Sequence Exploration. - Po-Ming Law; Zhicheng Liu 001; Sana Malik; Rahul C. Basole (IEEE Trans. Vis. Comput. Graph., 2019)

Interactive Event Sequence Prediction for Marketing Analysts. - Fan Du; Shunan Guo; Sana Malik; Eunyee Koh; Sungchul Kim; Zhicheng Liu 001 (CHI Extended Abstracts, 2020)

Designing an Interactive Dashboard for Automated Cloud Resource Management. - Sana Malik; Kanak Mahadik (AutomationXP@CHI, 2020)

The Impact of Presentation Style on Human-In-The-Loop Detection of Algorithmic Bias. - Po-Ming Law; Sana Malik; Fan Du; Moumita Sinha (Graphics Interface, 2020)

Designing Tools for Semi-Automated Detection of Machine Learning Biases: An Interview Study. - Po-Ming Law; Sana Malik; Fan Du; Moumita Sinha (CoRR, 2020)

ML-based Visualization Recommendation: Learning to Recommend Visualizations from Data. - Xin Qian; Ryan A. Rossi; Fan Du; Sungchul Kim; Eunyee Koh; Sana Malik; Tak Yeon Lee; Joel Chan (CoRR, 2020)

Learning to Recommend Visualizations from Data. - Xin Qian; Ryan A. Rossi; Fan Du; Sungchul Kim; Eunyee Koh; Sana Malik; Tak Yeon Lee; Joel Chan (KDD, 2021)

Generating Accurate Caption Units for Figure Captioning. - Xin Qian; Eunyee Koh; Fan Du; Sungchul Kim; Joel Chan; Ryan A. Rossi; Sana Malik; Tak Yeon Lee (WWW, 2021)

Insight-centric Visualization Recommendation. - Camille Harris; Ryan A. Rossi; Sana Malik; Jane Hoffswell; Fan Du; Tak Yeon Lee; Eunyee Koh; Handong Zhao (CoRR, 2021)

"Just Follow the Lights": A Ubiquitous Framework for Low-Cost, Mixed Fidelity Navigation in Indoor Built Environments. - Philip Dasler; Sana Malik; Matthew Louis Mauriello (Int. J. Hum. Comput. Stud., 2021)

Understanding Business Analysts' Needs for Data Report Authoring. - Zhuohao Zhang; Sana Malik; Shunan Guo; Jane Hoffswell; Ryan A. Rossi; Fan Du; Eunyee Koh (EuroVA@EuroVis, 2022)

CODAS: Integrating Business Analytics and Report Authoring. - Zhuohao Zhang; Sana Malik; Shunan Guo; Jane Hoffswell; Ryan A. Rossi; Fan Du; Eunyee Koh (EuroVA@EuroVis, 2022)

An Evaluation-Focused Framework for Visualization Recommendation Algorithms. - Zehua Zeng; Phoebe Moh; Fan Du; Jane Hoffswell; Tak Yeon Lee; Sana Malik; Eunyee Koh; Leilani Battle (IEEE Trans. Vis. Comput. Graph., 2022)

Personalized Visualization Recommendation. - Xin Qian; Ryan A. Rossi; Fan Du; Sungchul Kim; Eunyee Koh; Sana Malik; Tak Yeon Lee; Nesreen K. Ahmed (ACM Trans. Web, 2022)

Visual Insight Recommendation: From Ranking Insight Visualizations to Insight Types. - Camille Harris; Ryan A. Rossi; Sana Malik; Jane Hoffswell; Fan Du; Tak Yeon Lee; Eunyee Koh; Handong Zhao (IEEE Big Data, 2023)

SpotLight: Visual Insight Recommendation. - Camille Harris; Ryan A. Rossi; Sana Malik; Jane Hoffswell; Fan Du; Tak Yeon Lee; Eunyee Koh; Handong Zhao (WWW (Companion Volume), 2023)