Paper-Conference

MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making

2024. Advances in Neural Information Processing Systems.

Yubin Kim, Chanwoo Park, Hyewon Jeong, Yik S. Chan, Xuhai "Orson" Xu, Daniel McDuff, Hyeonhoon Lee, Marzyeh Ghassemi, Cynthia Breazeal, Hae W. Park

Can AI Relate: Testing Large Language Model Response for Mental Health Support

2024. Findings of the Association for Computational Linguistics: EMNLP.

Saadia Gabriel, Isha Puri, Xuhai "Orson" Xu, Matteo Malgaroli, Marzyeh Ghassemi

Scaling Wearable Foundation Models

2024. The Thirteenth International Conference on Learning Representations.

Girish Narayanswamy, Xin Liu, Kumar Ayush, Yuzhe Yang, Xuhai "Orson" Xu, Shun Liao, Jake Garrison, Shyam A. Tailor, Jacob Sunshine, Yun Liu, Tim Althoff, Shrikanth Narayanan, Pushmeet Kohli, Jiening Zhan, Mark Malhotra, Shwetak Patel, Samy Abdel-Ghaffar, Daniel McDuff

Time2Stop: Adaptive and Explainable Human-AI Loop for Smartphone Overuse Intervention

2024. Proceedings of the CHI Conference on Human Factors in Computing Systems.

Adiba Orzikulova, Han Xiao, Zhipeng Li, Yukang Yan, Yuntao Wang, Yuanchun Shi, Marzyeh Ghassemi, Sung-Ju Lee, Anind K Dey, Xuhai "Orson" Xu

Time2Stop: Adaptive and Explainable Human-AI Loop for Smartphone Overuse Intervention

AdaptiveVoice: Cognitively Adaptive Voice Interface for Driving Assistance

2024. Proceedings of the CHI Conference on Human Factors in Computing Systems.

Shaoyue Wen, Songming Ping, Jialin Wang, Hai-Ning Liang, Xuhai "Orson" Xu, Yukang Yan

Contextual AI Journaling: Integrating LLM and Time Series Behavioral Sensing Technology to Promote Self-Reflection and Well-being using the MindScape App

2024. Extended Abstracts of the CHI Conference on Human Factors in Computing Systems.

Subigya Nepal, Arvind Pillai, William Campbell, Talie Massachi, Eunsol Soul Choi, Xuhai "Orson" Xu, Joanna Kuc, Jeremy F Huckins, Jason Holden, Colin Depp, Nicholas Jacobson, Mary P Czerwinski, Eric Granholm, Andrew Campbell

Fast-Forward Reality: Authoring Error-Free Context-Aware Policies with Real-Time Unit Tests in Extended Reality

2024. Proceedings of the CHI Conference on Human Factors in Computing Systems.

Xun Qian, Tianyi Wang, Xuhai "Orson" Xu, Tanya R Jonker, Kashyap Todi

From Text to Self: Users’ Perception of AIMC Tools on Interpersonal Communication and Self

2024. Proceedings of the CHI Conference on Human Factors in Computing Systems.

Yue Fu, Sami Foell, Xuhai "Orson" Xu, Alexis Hiniker

MindShift: Leveraging Large Language Models for Mental-States-Based Problematic Smartphone Use Intervention

2024. Proceedings of the CHI Conference on Human Factors in Computing Systems.

Ruolan Wu, Chun Yu, Xiaole Pan, Yujia Liu, Ningning Zhang, Yue Fu, Yuhan Wang, Zhi Zheng, Li Chen, Qiaolei Jiang, Xuhai "Orson" Xu, Yuanchun Shi

MindShift: Leveraging Large Language Models for Mental-States-Based Problematic Smartphone Use Intervention

Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis

2024. Proceedings of the CHI Conference on Human Factors in Computing Systems.

Shao Zhang, Jianing Yu, Xuhai "Orson" Xu, Changchang Yin, Yuxuan Lu, Bingsheng Yao, Melanie Tory, Lace M Padilla, Jeffrey Caterino, Ping Zhang, Dakuo Wang

Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis