基本信息
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Bio
RESEARCH FOCUS
Drawing from human-computer interaction, ubiquitous computing, AI/ML, and health, I use data from everyday devices to develop behavior modeling algorithms addressing deployability challenges, such as interpretability (revealing
human-readable behavioral insights), personalization (adapting to each individual), generalizability (working robustly
on new users/contexts). Leveraging these models, I further design and deploy intelligent intervention & interaction
techniques that help users achieve well-being goals.
Drawing from human-computer interaction, ubiquitous computing, AI/ML, and health, I use data from everyday devices to develop behavior modeling algorithms addressing deployability challenges, such as interpretability (revealing
human-readable behavioral insights), personalization (adapting to each individual), generalizability (working robustly
on new users/contexts). Leveraging these models, I further design and deploy intelligent intervention & interaction
techniques that help users achieve well-being goals.
Research Interests
Papers共 82 篇Author StatisticsCo-AuthorSimilar Experts
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CoRR (2024): 245:1-245:19
Machine Learning for Health Workshop (2024): 1-12
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Han Zhang,Vedant Das Swain, Leijie Wang,Nan Gao, Yilun Sheng,Xuhai Xu,Flora D. Salim,Koustuv Saha,Anind K. Dey,Jennifer Mankoff
CoRR (2024)
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Shao Zhang, Jianing Yu,Xuhai Xu,Changchang Yin,Yuxuan Lu,Bingsheng Yao,Melanie Tory, Lace M Padilla,Jeffrey Caterino,Ping Zhang,Dakuo Wang
Proceedings of the SIGCHI conference on human factors in computing systems. CHI Conference (2024): 445:1-445:18
CoRR (2024)
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CoRR (2024)
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Ziqi Yang,Xuhai Xu,Bingsheng Yao, Ethan Rogers,Shao Zhang,Stephen S. Intille,Nawar Shara, Guodong Gordon Gao,Dakuo Wang
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.no. 2 (2024): 73:1-73:35
Xuhai Xu,Bingsheng Yao, Yuanzhe Dong, Saadia Gabriel,Hong Yu,James Hendler,Marzyeh Ghassemi,Anind K. Dey,Dakuo Wang
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologiesno. 1 (2024): 1-32
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologiesno. 2 (2024): 1-33
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