What's worth the effort: Ten-month-old infants infer the value of goals from the costs of actions. - Shari Liu; Tomer D. Ullman; Josh Tenenbaum 001; Elizabeth S. Spelke (CogSci, 2017)

Hard choices: Children's understanding of the cost of action selection. - Shari Liu; Fiery Cushman; Samuel Gershman; Wouter Kool 002; Elizabeth S. Spelke (CogSci, 2019)

People's perception of others' risk preferences. - Shari Liu; John McCoy; Tomer D. Ullman (CogSci, 2019)

Look before you leap: Quantitative tradeoffs between peril and reward in action understanding. - Nensi Gjata; Tomer D. Ullman; Elizabeth S. Spelke; Shari Liu (CogSci, 2020)

Who Needs More Help? Sixteen-Month-Old Infants Prefer to Look at and Reach for Helpers who Help with Harder Tasks. - Brandon Woo; Shari Liu; Hyowon Gweon; Elizabeth S. Spelke (CogSci, 2021)

Open-Minded, Not Naïve: Three-Month-Old Infants Encode Objects as the Goals of Other People's Reaches. - Brandon Woo; Shari Liu; Elizabeth S. Spelke (CogSci, 2021)

AGENT: A Benchmark for Core Psychological Reasoning. - Tianmin Shu; Abhishek Bhandwaldar; Chuang Gan 001; Kevin A. Smith 001; Shari Liu; Dan Gutfreund; Elizabeth S. Spelke; Joshua B. Tenenbaum; Tomer D. Ullman (ICML, 2021)

Using fMRI to study the neural basis of violation-of-expectation. - Shari Liu; Kirsten Lydic; Sabrina Hsiao-Ling Piccolo; Rebecca Saxe (CogSci, 2022)

What Could Go Wrong: Adults and Children Calibrate Predictions and Explanations of Others' Actions Based on Relative Reward and Danger. - Nensi Gjata; Tomer D. Ullman; Elizabeth S. Spelke; Shari Liu (Cogn. Sci., 2022)

Violations of physical and psychological expectations in the human adult brain. - Shari Liu; Kirsten Lydic; Lingjie Mei; Rebecca Saxe (CogSci, 2023)