Research
✦Publications on voice agents, AI memory, and human-AI interaction (human-computer interaction and AI).
Currently, my main research interest is in human-AI interaction and human factors engineering (transportation and automation). However, I sometimes do research outside those areas.
Publications
The Interplay of Paralinguistic Cues and Expressions of Certainty in Human-Human and Human-Agent Interactions
Wei, C., Su, E., Kalirai, M., Tan, A., Dushniku, P., Jones, B., Kim, Y. H., Kuzminykh, A.
ACM TOCHI 2026
Users' Expectations and Practices with Agent Memory
Jones, B., Stemmler, K., Su, E., Kim, Y. H., Kuzminykh, A.
ACM CHI EA 2025
Selected Writing
Do You Think GPT Will Be Correct?
Su, E., Bo, J., Wu, S., Anderson, A., Coleman, B.
UofT Summer Undergraduate Research Showcase
HCI research
Characteristics of Top Songs Has Changed from Pandemic Brain: An analysis of songs on Billboard's Year-End Hot 100 singles list (2014 to 2023)
Music often reflects the current climate of society and there is a growing interest in how hit songs as seen on Billboard's Year-End Hot 100 singles has changed after the COVID-19 pandemic. This paper looks at music characteristics such as tempo, song duration, loudness, and modality of songs from Billboard's Year-End Hot 100 singles list from 2014 to 2023 to reveal patterns and relationships to explain the difference between top songs before 2020 and 2020 onwards.
Telling Stories with Data: With Applications in R Book
Data Science Bayesian Statistics Shipped