Jiakai Shi

12 papers A* 1B 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Large Language Model Agents for Improving Engagement with Behavior Change Interventions: Application to Digital Mindfulness.
Proc. ACM Hum. Comput. Interact.
Harsh Kumar, Suhyeon Yoo, Angela M. Zavaleta Bernuy, Jiakai Shi, Huayin Luo, Joseph Jay Williams, Anastasia Kuzminykh, Ashton Anderson, Rachel Kornfield
2024 J jnl
Guiding Students in Using LLMs in Supported Learning Environments: Effects on Interaction Dynamics, Learner Performance, Confidence, and Trust.
Proc. ACM Hum. Comput. Interact.
Harsh Kumar, Ilya Musabirov, Mohi Reza, Jiakai Shi, Xinyuan Wang, Joseph Jay Williams, Anastasia Kuzminykh, Michael Liut
2024 J jnl
Large Language Model Agents for Improving Engagement with Behavior Change Interventions: Application to Digital Mindfulness.
CoRR
Harsh Kumar, Suhyeon Yoo, Angela M. Zavaleta Bernuy, Jiakai Shi, Huayin Luo, Joseph Jay Williams, Anastasia Kuzminykh, Ashton Anderson, Rachel Kornfield
2024 B conf
Supporting Self-Reflection at Scale with Large Language Models: Insights from Randomized Field Experiments in Classrooms.
L@S
Harsh Kumar, Ruiwei Xiao, Benjamin Lawson, Ilya Musabirov, Jiakai Shi, Xinyuan Wang, Huayin Luo, Joseph Jay Williams, Anna N. Rafferty, John C. Stamper, Michael Liut
2024 J jnl
Supporting Self-Reflection at Scale with Large Language Models: Insights from Randomized Field Experiments in Classrooms.
CoRR
Harsh Kumar, Ruiwei Xiao, Benjamin Lawson, Ilya Musabirov, Jiakai Shi, Xinyuan Wang, Huayin Luo, Joseph Jay Williams, Anna N. Rafferty, John C. Stamper, Michael Liut
2024 A* conf
Using Adaptive Bandit Experiments to Increase and Investigate Engagement in Mental Health.
AAAI
Harsh Kumar, Tong Li, Jiakai Shi, Ilya Musabirov, Rachel Kornfield, Jonah Meyerhoff, Ananya Bhattacharjee, Chris J. Karr, Theresa Nguyen, David C. Mohr, Anna N. Rafferty, Sofia S. Villar, Nina Deliu, Joseph Jay Williams
2023 — conf
Exploring The Potential of Chatbots to Provide Mental Well-being Support for Computer Science Students.
SIGCSE (2)
Harsh Kumar, Kunzhi Yu, Andrew Chung, Jiakai Shi, Joseph Jay Williams
2023 — conf
Exploring the Use of Large Language Models for Improving the Awareness of Mindfulness.
CHI Extended Abstracts
Harsh Kumar, Yiyi Wang, Jiakai Shi, Ilya Musabirov, Norman A. S. Farb, Joseph Jay Williams
2023 J jnl
Impact of Guidance and Interaction Strategies for LLM Use on Learner Performance and Perception.
CoRR
Harsh Kumar, Ilya Musabirov, Mohi Reza, Jiakai Shi, Anastasia Kuzminykh, Joseph Jay Williams, Michael Liut
2023 J jnl
Using Adaptive Bandit Experiments to Increase and Investigate Engagement in Mental Health.
CoRR
Harsh Kumar, Tong Li, Jiakai Shi, Ilya Musabirov, Rachel Kornfield, Jonah Meyerhoff, Ananya Bhattacharjee, Chris J. Karr, Theresa Nguyen, David C. Mohr, Anna N. Rafferty, Sofia S. Villar, Nina Deliu, Joseph Jay Williams
2022 — conf
"Sounds like a Cheesy Radio Ad": Using User Perspectives for Enhancing Digital COVID Vaccine Communication Strategies for Public Health Agencies.
CHI Extended Abstracts
Harsh Kumar, Taneea S. Agrawaal, Kwan Kiu Choy, Jiakai Shi, Joseph Jay Williams
2022 J jnl
Exploring The Design of Prompts For Applying GPT-3 based Chatbots: A Mental Wellbeing Case Study on Mechanical Turk.
CoRR
Harsh Kumar, Ilya Musabirov, Jiakai Shi, Adele Lauzon, Kwan Kiu Choy, Ofek Gross, Dana Kulzhabayeva, Joseph Jay Williams