Toddlers Always Get the Last Word: Recency biases in early verbal behavior. - Emily Sumner; Erika DeAngelis; Mara Hyatt; Noah D. Goodman; Celeste Kidd (CogSci, 2015)

It's not the treasure, it's the hunt: Children are more explorative on an explore/exploit task than adults. - Emily S. Sumner; Mark Steyvers; Barbara W. Sarnecka (CogSci, 2019)

A Hierarchical Bayesian IRT Analysis of Children's Risk Propensity. - Chelsea Parlett-Pelleriti; Erik J. Linstead; Emily S. Sumner; Hoang Q. Nguyen; Ryan Stokes; Barbara W. Sarnecka; Susanne M. Jaeggi (ICMLA, 2020)

Machine learning reveals how personalized climate communication can both succeed and backfire. - Totte Harinen; Alexandre L. S. Filipowicz; Shabnam Hakimi; Rumen Iliev; Matthew Klenk 001; Emily Sumner (CoRR, 2021)

Familiarity plays a unique role in increasing preferences for battery electric vehicle adoption. - Alexandre L. S. Filipowicz; Charlene C. Wu; Matthew L. Lee; David A. Shamma; Shabnam Hakimi; Scott A. Carter; Rumen Iliev; Totte Harinen; Emily Sumner; Candice Hogan (CogSci, 2022)

HMIway-env: A Framework for Simulating Behaviors and Preferences to Support Human-AI Teaming in Driving. - Deepak E. Gopinath; Jonathan A. DeCastro; Guy Rosman; Emily Sumner; Allison Morgan; Shabnam Hakimi; Simon Stent (CVPR Workshops, 2022)

Understanding and Shifting Preferences for Battery Electric Vehicles. - Nikos Aréchiga; Francine Chen 001; Rumen Iliev; Emily Sumner; Scott A. Carter; Alexandre L. S. Filipowicz; Nayeli Suseth Bravo; Monica P. Van; Kate Glazko; Kalani Murakami; Laurent Denoue; Candice Hogan; et al. (CoRR, 2022)

Learning Latent Traits for Simulated Cooperative Driving Tasks. - Jonathan A. DeCastro; Deepak E. Gopinath; Guy Rosman; Emily Sumner; Shabnam Hakimi; Simon Stent (CoRR, 2022)

CodeML: A Machine Learning-Assisted User Interface for Code Identification and Labeling. - Francine Chen 001; Matthew K. Hong; Laurent Denoue; Kate Glazko; Emily Sarah Sumner; Yan-Ying Chen; Matthew Klenk 001 (CHI Extended Abstracts, 2023)

Autonomous is Not Enough: Designing Multisensory Mid-Air Gestures for Vehicle Interactions Among People with Visual Impairments. - Paul D. S. Fink; Velin D. Dimitrov; Hiroshi Yasuda; Tiffany L. Chen; Richard R. Corey; Nicholas A. Giudice; Emily S. Sumner (CHI, 2023)

Machine learning-based measure of cognitive complexity explains variance in rank-ordered preference. - Shabnam Hakimi; Yan-Ying Chen; Monica P. Van; Scott A. Carter; Emily Sumner; Nayeli Suseth Bravo; Kalani Murakami; Yanxia Zhang; Charlene C. Wu; Matthew Klenk 001 (CogSci, 2023)

Can Behavioral Experts Predict Outcome Heterogeneity? - Rumen Iliev; Alexandre L. S. Filipowicz; Emily Sarah Sumner; Francine Chen 001; Nikos Aréchiga; Scott A. Carter; Totte Harinen; Kate A. Sieck; Charlene C. Wu (CogSci, 2023)

Expanded Situational Awareness Without Vision: A Novel Haptic Interface for Use in Fully Autonomous Vehicles. - Paul D. S. Fink; Anas Abou Allaban; Omoruyi E. Atekha; Raymond J. Perry; Emily S. Sumner; Richard R. Corey; Velin D. Dimitrov; Nicholas A. Giudice (HRI, 2023)

Dreaming to Assist: Learning to Align with Human Objectives for Shared Control in High-Speed Racing. - Jonathan A. DeCastro; Andrew Silva; Deepak E. Gopinath; Emily Sumner; Thomas Matrai Balch; Laporsha Dees; Guy Rosman (CoRL, 2024)

Personalizing Driver Safety Interfaces via Driver Cognitive Factors Inference. - Emily S. Sumner; Jonathan A. DeCastro; Jean Costa; Deepak E. Gopinath; Everlyne Kimani; Shabnam Hakimi; Allison Morgan; Andrew Best; Hieu Nguyen; Daniel J. Brooks; Bassam ul Haq; Andrew Patrikalakis; et al. (CoRR, 2024)

Computational Teaching for Driving via Multi-Task Imitation Learning. - Deepak E. Gopinath; Xiongyi Cui; Jonathan A. DeCastro; Emily Sumner; Jean Costa; Hiroshi Yasuda; Allison Morgan; Laporsha Dees; Sheryl Chau; John J. Leonard; Tiffany Chen; Guy Rosman; et al. (CoRR, 2024)

MAVERIC: A Data-Driven Approach to Personalized Autonomous Driving. - Mariah L. Schrum; Emily Sumner; Matthew C. Gombolay; Andrew Best (IEEE Trans. Robotics, 2024)

Shared Autonomy for Proximal Teaching. - Megha Srivastava; Reihaneh Iranmanesh; Yuchen Cui; Deepak Edakkattil Gopinath; Emily Sarah Sumner; Andrew Silva; Laporsha Dees; Guy Rosman; Dorsa Sadigh (HRI, 2025)

Safety with Agency: Human-Centered Safety Filter with Application to AI-Assisted Motorsports. - Donggeon David Oh; Justin Lidard; Haimin Hu; Himani Sinhmar; Elle Lazarski; Deepak Edakkattil Gopinath; Emily S. Sumner; Jonathan A. DeCastro; Guy Rosman; Naomi Ehrich Leonard; Jaime Fernández Fisac (CoRR, 2025)

A Simulator Dataset to Support the Study of Impaired Driving. - John Gideon; Kimimasa Tamura; Emily Sumner; Laporsha Dees; Patricio Reyes Gomez; Bassam ul Haq; Todd Rowell; Avinash Balachandran; Simon Stent; Guy Rosman (CoRR, 2025)