Smart Driver Monitoring: When Signal Processing Meets Human Factors: In the driver's seat. - Amirhossein S. Aghaei; Birsen Donmez; Cheng Chen Liu; Dengbo He; George Liu; Konstantinos N. Plataniotis; Huei-Yen Winnie Chen; Zohreh Sojoudi (IEEE Signal Process. Mag., 2016)

High Cognitive Load Assessment in Drivers Through Wireless Electroencephalography and the Validation of a Modified N-Back Task. - Dengbo He; Birsen Donmez; Cheng Chen Liu; Konstantinos N. Plataniotis (IEEE Trans. Hum. Mach. Syst., 2019)

Driver Cognitive Load Classification Based on Physiological Data - Case Study 7. - Dengbo He; Martina Risteska; Birsen Donmez; Kaiyang Chen (Intelligent Computing for Interactive System Design, 2021)

Classification of Driver Cognitive Load based on Physiological Data: Exploring Recurrent Neural Networks. - Shekhar Kumar; Dengbo He; Guangkai Qiao; Birsen Donmez (ICARM, 2022)

Modeling Human Driver Behaviors When Following Autonomous Vehicles: An Inverse Reinforcement Learning Approach. - Xiao Luke Wen; Sisi Jian; Dengbo He (ITSC, 2022)

The Influence of Visual-Manual Distractions on Anticipatory Driving. - Dengbo He; Birsen Donmez (Hum. Factors, 2022)

The Influence of Display Location on Motion Sickness: An Analysis Based on 6-DoF SVC Model. - Weiyin Xie; Song Yan; Chunxi Huang; Dengbo He (AutomotiveUI (Adjunct Proceedings), 2023)

HMI Design for Chain-Braking Event Based on V2V Communication. - Song Yan; Chunxi Huang; Weiyin Xie; Dengbo He (AutomotiveUI (Adjunct Proceedings), 2023)

Influential Factors of Users' Trust in the Range Estimation Systems of Battery Electric Vehicles - A Survey Study in China. - Jiyao Wang; Chunxi Huang; Ran Tu; Dengbo He (CoRR, 2023)

Range Anxiety Among Battery Electric Vehicle Users: Both Distance and Waiting Time Matter. - Jiyao Wang; Chunxi Huang; Dengbo He; Ran Tu (CoRR, 2023)

Evaluation and Control Model Design of Human Factors for Autonomous Driving Systems. - Weishun Deng; Fan Yu; Zhe Wang; Dengbo He (CoRR, 2023)

Multi-Aspect co-Attentional Collaborative Filtering for extreme multi-label text classification. - Jiyao Wang; Zijie Chen; Yang Qin; Dengbo He; Fangzhen Lin (Knowl. Based Syst., 2023)

Anticipatory Driving in Automated Vehicles: The Effects of Driving Experience and Distraction. - Dengbo He; Chelsea A. DeGuzman; Birsen Donmez (Hum. Factors, 2023)

Preciser comparison: Augmented multi-layer dynamic contrastive strategy for text2text question classification. - Jiyao Wang; Zijie Chen; Yijia Zhang; Dengbo He; Fangzhen Lin (Neurocomputing, 2023)

Modeling the Effects of Autonomous Vehicles on Human Driver Car-Following Behaviors Using Inverse Reinforcement Learning. - Xiao Luke Wen; Sisi Jian; Dengbo He (IEEE Trans. Intell. Transp. Syst., 2023)

Evaluating Large Language Models on Academic Literature Understanding and Review: An Empirical Study among Early-stage Scholars. - Jiyao Wang; Haolong Hu; Zuyuan Wang; Song Yan; Youyu Sheng; Dengbo He (CHI, 2024)

GPT as Psychologist? Preliminary Evaluations for GPT-4V on Visual Affective Computing. - Hao Lu 009; Xuesong Niu; Jiyao Wang; Yin Wang 004; Qingyong Hu; Jiaqi Tang 005; Yuting Zhang 008; Kaishen Yuan; Bin Huang; Zitong Yu; Dengbo He; Shuiguang Deng; et al. (CVPR Workshops, 2024)

Multi-Source Domain Generalization for ECG-Based Cognitive Load Estimation: Adversarial Invariant and Plausible Uncertainty Learning. - Jiyao Wang; Ange Wang; Haolong Hu; Kaishun Wu; Dengbo He (ICASSP, 2024)

Characterizing Heterogeneous Car-Following Behaviors of Human Drivers in Mixed Traffic. - Meng Sun; Chunxi Huang; Dengbo He (ICHMS, 2024)

CH-LSTTM: A Taxonomy of Traffic Hazards. - Song Yan; Chunxi Huang; Dengbo He (ICHMS, 2024)

A Leading Cruise Controller for Autonomous Vehicles in Mixed Autonomy Based on Preference-Based Reinforcement Learning. - Xiao Luke Wen; Sisi Jian; Dengbo He (IV, 2024)

Rethink data-driven human behavior prediction: A Psychology-powered Explainable Neural Network. - Jiyao Wang; Chunxi Huang; Weiyin Xie; Dengbo He; Ran Tu (Comput. Hum. Behav., 2024)

The Influence of Task and Group Disparities over Users' Attitudes Toward Using Large Language Models for Psychotherapy. - Qihang He; Jiyao Wang; Dengbo He (CoRR, 2024)

Efficient Mixture-of-Expert for Video-based Driver State and Physiological Multi-task Estimation in Conditional Autonomous Driving. - Jiyao Wang; Xiao Yang; Zhenyu Wang; Ximeng Wei; Ange Wang; Dengbo He; Kaishun Wu (CoRR, 2024)

Revisiting Interactions of Multiple Driver States in Heterogenous Population and Cognitive Tasks. - Jiyao Wang; Ange Wang; Song Yan; Dengbo He; Kaishun Wu (CoRR, 2024)

Modeling Battery Electric Vehicle Users' Charging Decisions in Scenarios with Both Time-Related and Distance-Related Anxiety. - Jiyao Wang; Wenbo Zhang; Xiao Wen; Dengbo He; Ran Tu (CoRR, 2024)

STAHGNet: Modeling Hybrid-grained Heterogenous Dependency Efficiently for Traffic Prediction. - Jiyao Wang; Zehua Peng; Yijia Zhang; Dengbo He; Lei Chen (CoRR, 2024)

Hierarchical Style-Aware Domain Generalization for Remote Physiological Measurement. - Jiyao Wang; Hao Lu 009; Ange Wang; Yingcong Chen; Dengbo He (IEEE J. Biomed. Health Informatics, 2024)

Trust in Range Estimation System in Battery Electric Vehicles-A Mixed Approach. - Jiyao Wang; Ran Tu; Ange Wang; Dengbo He (IEEE Trans. Hum. Mach. Syst., 2024)

Exploring Factors Related to Drivers' Mental Model of and Trust in Advanced Driver Assistance Systems Using an ABN-Based Mixed Approach. - Chunxi Huang; Jiyao Wang; Song Yan; Dengbo He (IEEE Trans. Hum. Mach. Syst., 2024)

ConDiff-rPPG: Robust Remote Physiological Measurement to Heterogeneous Occlusions. - Jiyao Wang; Ximeng Wei; Hao Lu 009; Yingcong Chen; Dengbo He (IEEE J. Biomed. Health Informatics, 2024)

When and How to Integrate Multimodal Large Language Models in College Psychotherapy: Feedback from Psychotherapists in China. - Jiyao Wang; Youyu Sheng; Qihang He; Shuwen Liu; Yumei Jing; Dengbo He (CHI Extended Abstracts, 2025)

Elderly and Young Drivers' Perceptions, Beliefs, and Preferences of Advanced Driver Assistance Systems (ADAS). - Jing Yan; Dengbo He; Zeqi Ren; Hongling Sheng (HCI (23), 2025)

Generalizable Remote Physiological Measurement via Semantic-Sheltered Alignment and Plausible Style Randomization. - Jiyao Wang; Hao Lu 009; Hu Han 001; Yingcong Chen; Dengbo He; Kaishun Wu (IEEE Trans. Instrum. Meas., 2025)

Enhancing Psychotherapeutic Alliance in College: When and How to Integrate Multimodal Large Language Models in Psychotherapy. - Jiyao Wang; Youyu Sheng; Qihang He; Haolong Hu; Shuwen Liu; Feiqi Gu; Yumei Jing; Dengbo He (CoRR, 2025)

When Young Scholars Cooperate with LLMs in Academic Tasks: The Influence of Individual Differences and Task Complexities. - Jiyao Wang; Chunxi Huang; Song Yan; Weiyin Xie; Dengbo He (Int. J. Hum. Comput. Interact., 2025)

Sage Deer: A Super-Aligned Driving Generalist Is Your Copilot. - Hao Lu 009; Jiaqi Tang 005; Jiyao Wang; Yunfan Lu; Xu Cao; Qingyong Hu; Yin Wang 004; Yuting Zhang 008; Tianxin Xie; Yunpeng Zhang; Yong Chen; Jiayu. Gao; et al. (CoRR, 2025)

Towards Generalizable Drowsiness Monitoring with Physiological Sensors: A Preliminary Study. - Jiyao Wang; Suzan Ayas; Jiahao Zhang; Xiao Wen; Dengbo He; Birsen Donmez (CoRR, 2025)

Align the GAP: Prior-based Unified Multi-Task Remote Physiological Measurement Framework For Domain Generalization and Personalization. - Jiyao Wang; Xiao Yang; Hao Lu 009; Dengbo He; Kaishun Wu (CoRR, 2025)

Supporting Car-Following Behavior through V2V-Based Beyond-Visual-Range Information Display. - Feiqi Gu; Zhixiong Wang; Zhenyu Wang; Dengbo He (CoRR, 2025)

Do Electric Vehicles Induce More Motion Sickness Than Fuel Vehicles? A Survey Study in China. - Weiyin Xie; Chunxi Huang; Jiyao Wang; Dengbo He (CoRR, 2025)

PhysMLE: Generalizable and Priors-Inclusive Multi-Task Remote Physiological Measurement. - Jiyao Wang; Hao Lu 009; Ange Wang; Xiao Yang; Yingcong Chen; Dengbo He; Kaishun Wu (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

The impact of the following vehicles behaviors on the car following behaviors of the ego-vehicle. - Yang Liu; Jiahao Zhang; Yuxuan Ouyang; Huan Yu; Dengbo He (CoRR, 2025)

Not Only Consistency: Enhance Test-Time Adaptation with Spatio-temporal Inconsistency for Remote Physiological Measurement. - Xiao Yang; Yuxuan Fan; Can Liu; Houcheng Su; Weichen Guo; Jiyao Wang; Dengbo He (CoRR, 2025)

PhysDrive: A Multimodal Remote Physiological Measurement Dataset for In-vehicle Driver Monitoring. - Jiyao Wang; Xiao Yang; Qingyong Hu; Jiankai Tang; Can Liu; Dengbo He; Yuntao Wang; Yingcong Chen; Kaishun Wu (CoRR, 2025)