Jiyao Wang  Email: jwanggo@connect.ust.hk Third-year Ph.D. candidate in the Hong Kong University of Science and Technology (HKUST). Research Interest: AI for traffic/healthcare; Driver State Estimation; Human Factors in Automations

Biography

I am a Third-year PhD candidate at Human-Integrated Systems Lab of HKUST, Guangzhou Campus, working with Prof. Dengbo He, co-supervised by Prof. Kaishun Wu. I earned my Master degree in Big Data Technology from the CSE department of HKUST in 2022. My advisor is Prof. Fangzhen Lin. Prior to that, I received my B.Eng degree in Software Engineering from Sichuan University in 2021, supervised by Prof. Ning Yang. My research interest includes data analysis based on statistical/machine learning, human factor engineering, and artificial intelligence.

Publications [Google Scholar]

^*: correponding author(s). ^_: equally contribution.

Journal Articles

• Jiyao Wang, Hao Lu, Hu Han, Yingcong Chen, Dengbo He^*, Kaishun Wu. Generalizable Remote Physiological Measurement via Semantic-sheltered Alignment and Plausible Style Randomization. IEEE Transactions on Instrumentation and Measurement, 2024.
• Ange Wang, Jiyao Wang, Xiao Wen, Ran Tu, Dengbo He^*. Predicting and Explaining Parking Space Sharing Behaviors Using LightGBM and SHAP with Individual Heterogeneity Considered. Transportation Letters: the International Journal of Transportation Research, 2024.
• Chunxi Huang, Jiyao Wang, Song Yan, Dengbo He^*. Exploring factors related to drivers’ mental model of and trust in advanced driver assistance systems using an ABN-based mixed approach. IEEE Transactions on Human-Machine Systems, 2024.
• Jiyao Wang, Ximeng Wei, Hao Lu, Yingcong Chen, Dengbo He^*. ConDiff-rPPG: Robust Remote Physiological Measurement to Heterogeneous Occlusions. IEEE Journal of Biomedical and Health Informatics, 2024.
• Ange Wang, Chunxi Huang, Jiyao Wang, Dengbo He^*. The Association between Physiological and Eye-tracking Metrics and Cognitive Load in Drivers: A Meta-analysis. Transportation Research Part F: Traffic Psychology and Behaviour, 2024.
• Jiyao Wang, Chunxi Huang, Song Yan, Weiyin Xie, Dengbo He^*. When Young Scholars Cooperate with LLMs in Academic Tasks: The Influence of Individual Differences and Task Complexities. International Journal of Human-Computer Interaction, 2024.
• Ange Wang, Jiyao Wang, Wenxin Shi, Dengbo He^*. Cognitive Workload Estimation in Conditionally Automated Vehicles using Transformer Network based on Physiological Signals. Transportation Research Record, 2024.
• Jiyao Wang, Chunxi Huang, Weiyin Xie, Dengbo He^*, Ran Tu. Rethink Data-driven Human Behavior Prediction: A Psychology-powered Explainable Neural Network. Computers in Human Behavior, 2024.
• Jiyao Wang, Ran Tu, Ange Wang, Dengbo He^*. Trust in Range Estimation System in Battery Electric Vehicles – A Mixed Approach. IEEE Transactions on Human-Machine Systems, 2024.
• Jiyao Wang, Hao Lu, Ange Wang, Yingcong Chen, Dengbo He^*. Hierarchical Style-Aware Domain Generalization for Remote Physiological Measurement. IEEE Journal of Biomedical and Health Informatics, 2023.
• Jiyao Wang, Zijie Chen, Yijia Zhang, Dengbo He^*, Fangzhen Lin. Preciser Comparison: Augmented Multi-layer Dynamic Contrastive Strategy for Text2text Question Classification. Neurocomputing, 2023.
• Jiyao Wang, Zijie Chen, Yang Qin, Dengbo He^*, Fangzhen Lin. Multi-Aspect co-Attentional Collaborative Filtering for extreme multi-label text classification. Knowledge-Based Systems, 2022.

Conference Proceedings

• Qihang He, Jiyao Wang^*, Dengbo He^*. The Influence of Task and Group Disparities over Users’ Attitudes toward Using Large Language Models for Psychotherapy. ASPIRE - the HFES International Annual Meeting (HFES2024).
• Hao Lu, Xuesong Niu, Jiyao Wang, Yin Wang, Qingyong Hu, Jiaqi Tang, Yuting Zhang, Kaishen Yuan, Bin Huang, Zitong Yu, Dengbo He, Shuiguang Deng, Hao Chen, Yingcong Chen, Shiguang Shan. GPT as Psychologist? Preliminary Evaluations for GPT-4V on Visual Affective Computing. 7th International Workshop on Computer Vision for Physiological Measurement (CVPM2024).
• Jiyao Wang, Haolong Hu, Zuyuan Wang, Song Yan, Youyu Sheng, Dengbo He^*. Evaluating the Large Language Models on Academic Literature Understanding and Review: An Empirical Study among Early-stage Scholars. CHI conference on Human Factors in Computing Systems 2024 (CHI2024).
• Jiyao Wang, Ange Wang, Haolong Hu, Kaishun Wu, Dengbo He^*. Multi-Source Domain Generalization for ECG-based Cognitive Load Estimation: Adversarial Invariant and Plausible Uncertainty Learning. IEEE International Conference on Acoustics, Speech, & Signal Processing 2024 (ICASSP2024).
• Weiyin Xie, Chunxi Huang, Jiyao Wang, Dengbo He^* Do electric vehicles induce more motion sickness than fuel vehicles? A survey study in china. Transportation Research Board 103rd Annual Meeting (TRB2023).
• Haoran Wang, Jiyao Wang, Yuqiu Chen, Zehua Peng, Zuping Zhang^*. Evidential Robust Deep Learning for Noisy Text2text Question Classification. International Conference on Artificial Neural Networks 2023 (ICANN2023, Oral).
• Jiyao Wang, Chunxi Huang, Ran Tu, Dengbo He^*. Range Anxiety Among Battery Electric Vehicle Users: Both Distance And Waiting Time Matter. Human Factors and Ergonomics Society International Annual Meeting 2023 (HFES2023, Oral, Best Student Paper Finalist).
• Xinyi Zhu, Liping Wang, Hao Xin, Xiaohan Wang, Zhifeng Jia, Jiyao Wang, Chunming Ma, Yuxiang Zeng^*. T-FinKB: A Platform of Temporal Financial Knowledge Base Construction. IEEE International Conference on Data Engineering 2023 (ICDE2023).
• Jiyao Wang, Chunxi Huang, Ran Tu, Dengbo He^*. Influential factors of users’ trust in the range estimation systems of battery electric vehicles – A survey study in China. Transportation Research Board 102nd Annual Meeting (TRB2022).