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Xiaoyue Yu

Xiaoyue Yu

My research area is ...

HCI
Human Factor
Automated Vehicles
Human-centered Design

Research & Publications

Blood Biomarker-Based Machine Learning Triaging Model for Predicting the Risk of Cognitive Decline Progression from Mild Cognitive Impairment

Yin, J., Yu, X., Pan, J., Qian, G. (2025)

2025 IEEE 2nd International Conference on Deep Learning and Computer Vision (DLCV), Jinan, China, 2025, pp. 1-5.

This study proposes a machine learning triaging model based on blood biomarkers to predict the progression risk of cognitive decline in patients with mild cognitive impairment.

Drivers' Intervention Tendency and Trust Dynamics During Interactions with Automated Vehicles in Potential Hazard Scenarios

Wu, Y., Huang, D., Yu, X., Wang, Y., Qin, W., Tan, X. (2025)

HCI International 2025 Posters. HCII 2025. Communications in Computer and Information Science, vol 2525. Springer, Cham, 2025

This research examines how drivers interact with and trust automated vehicles during potentially hazardous driving scenarios, providing insights into human-automation interaction patterns.

Experience

Education

Fall 2025 (Upcoming)

Undergraduate Student, University of Pittsburgh

Majoring in Information Science

University of Pittsburgh

Fall 2023 - Present

Undergraduate Student, Sichuan University

Majoring in Industrial Engineering

Sichuan University

Laboratories

August 2025 - Present

Learning Technologies Lab (LTL)

University of Pittsburgh, School of Computing and Information

Dr. Dmitriy Babichenko, Department of Informatics and Networked Systems

December 2024 - Present

Human-centered AI Lab (HAIL)

Sichuan University-Pittsburgh Institute, South Campus N420

Dr. Xiaomei Tan, Department of Industrial Engineering

HAIL Lab

Portfolio

Coming soon...

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Contact

Feel free to reach out for collaborations or just to chat. I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.

XIY249@pitt.edu

yuxiaoyue@stu.scu.edu.cn

© 2025 Xiaoyue Yu. All Rights Reserved.