Yang Liu

According to our database, Yang Liu authored at least 9 papers between 2018 and 2024.

Collaborative distances:

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

2024

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, Pendo Abbo, Maciej Kula, Jarrod Kahn, Zhe Zhao, Lichan Hong, Ed H. Chi

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

2023

Approximation and Progressive Display of Multiverse Analyses.

Yang Liu, Tim Althoff, Jeffrey Heer

CoRR, 2023

2022

Supporting Reliable Data Analysis by Evaluating All Reasonable Analytic Decisions

Yang Liu

PhD thesis, 2022

CORAL: COde RepresentAtion learning with weakly-supervised transformers for analyzing data analysis.

Ge Zhang, Mike A. Merrill, Yang Liu, Jeffrey Heer, Tim Althoff

EPJ Data Sci., 2022

2021

Boba: Authoring and Visualizing Multiverse Analyses.

Yang Liu, Alex Kale, Tim Althoff, Jeffrey Heer

IEEE Trans. Vis. Comput. Graph., 2021

2020

Paths Explored, Paths Omitted, Paths Obscured: Decision Points & Selective Reporting in End-to-End Data Analysis.

Yang Liu, Tim Althoff, Jeffrey Heer

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019

Goals, Process, and Challenges of Exploratory Data Analysis: An Interview Study.

Kanit Wongsuphasawat, Yang Liu, Jeffrey Heer

CoRR, 2019

Latent Space Cartography: Visual Analysis of Vector Space Embeddings.

Yang Liu, Eunice Jun, Qisheng Li, Jeffrey Heer

Comput. Graph. Forum, 2019

2018

Somewhere Over the Rainbow: An Empirical Assessment of Quantitative Colormaps.

Yang Liu, Jeffrey Heer

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018