Somewhere Over the Rainbow: An Empirical Assessment of Quantitative Colormaps. - Yang Liu 136; Jeffrey Heer (CHI, 2018)

Latent Space Cartography: Visual Analysis of Vector Space Embeddings. - Yang Liu 136; Eunice Jun; Qisheng Li; Jeffrey Heer (Comput. Graph. Forum, 2019)

Goals, Process, and Challenges of Exploratory Data Analysis: An Interview Study. - Kanit Wongsuphasawat; Yang Liu 136; Jeffrey Heer (CoRR, 2019)

Paths Explored, Paths Omitted, Paths Obscured: Decision Points & Selective Reporting in End-to-End Data Analysis. - Yang Liu 136; Tim Althoff; Jeffrey Heer (CHI, 2020)

Boba: Authoring and Visualizing Multiverse Analyses. - Yang Liu 136; Alex Kale; Tim Althoff; Jeffrey Heer (IEEE Trans. Vis. Comput. Graph., 2021)

CORAL: COde RepresentAtion learning with weakly-supervised transformers for analyzing data analysis. - Ge Zhang; Mike A. Merrill; Yang Liu 136; Jeffrey Heer; Tim Althoff (EPJ Data Sci., 2022)

Supporting Reliable Data Analysis by Evaluating All Reasonable Analytic Decisions - Yang Liu 136 (2022)

Approximation and Progressive Display of Multiverse Analyses. - Yang Liu 136; Tim Althoff; Jeffrey Heer (CoRR, 2023)

Bridging the Gap: Unpacking the Hidden Challenges in Knowledge Distillation for Online Ranking Systems. - Nikhil Khani; Li Wei; Aniruddh Nath; Shawn Andrews; Shuo Yang; Yang Liu 136; Pendo Abbo; Maciej Kula; Jarrod Kahn; Zhe Zhao 001; Lichan Hong; Ed H. Chi (RecSys, 2024)