Heritage matters: designing for current and future values through digital and social technologies. - Elisa Giaccardi; Elizabeth F. Churchill; Sophia Liu (CHI Extended Abstracts, 2012)

A comment on "On the Mitchell similarity measure and its application to pattern recognition". - Cheng-Tan Tung; Sophia Liu; Bonnie Shuan Wang (Pattern Recognit. Lett., 2013)

On Heavy-user Bias in A/B Testing. - Yu Wang 075; Somit Gupta; Jiannan Lu; Ali Mahmoudzadeh; Sophia Liu (CIKM, 2019)

Comparing Insights From Inductive Qualitative Analysis Versus Automated NLP Algorithms For Analyzing Feedback In Digital Randomized Controlled Trials. - Paul Luo Li; Connie Yang; Sophia Liu; Huibin Mary Hu (SEAA, 2019)

Enterprise-Level Controlled Experiments at Scale: Challenges and Solutions. - Sophia Liu; Aleksander Fabijan; Michael Furchtgott; Somit Gupta; Pawel Janowski; Wen Qin; Pavel A. Dmitriev (SEAA, 2019)

Gorgon: Accelerating Machine Learning from Relational Data. - Matthew Vilim; Alexander Rucker; Yaqi Zhang 001; Sophia Liu; Kunle Olukotun (ISCA, 2020)

Bias Variance Tradeoff in Analysis of Online Controlled Experiments. - Ali Mahmoudzadeh; Sophia Liu; Sol Sadeghi; Paul Luo Li; Somit Gupta (CoRR, 2020)

CASExplorer: A Conversational Academic and Career Advisor for College Students. - Terri Lee; Tianjie Zhu; Sophia Liu; Linh Trac; Zizhen Huang; Yu Chen 008 (CCHI, 2021)

The Lifecycle of Developing Overall Evaluation Criterion in AB Testing for Netflix Messaging. - Sophia Liu; Alex Liu (EASE, 2022)

Ant Colony Optimization for Multi-phase Traffic Signal Control. - Pang-Shi Shih; Sophia Liu; Xiao-Hua Yu (ICITE, 2022)

Agency Among Agents: Designing with Hypertextual Friction in the Algorithmic Web. - Sophia Liu; Shm Garanganao Almeda (CoRR, 2025)