From Overt Deterrence to Covert Internalization: Moral Effects of AI Regulation and the Moderating Role of Personality Traits
Jianshu Wang, Xiaowei Jiang, Yanan Chen, Minghui Wang, Feng Du
Jianshu Wang
Human Factors | Cognitive Neuroscience | Behavioral Modeling
I am a research assistant at Lifedu Educational Technology Co., Ltd., supervised by Dr. Ze Geng (Principal Investigator), and a research intern at the Institute of Software, Chinese Academy of Sciences. I received my B.S. in Applied Psychology from Henan University in 2026.
My research aims to understand people: their cognition, emotions, intentions, internal states, and experiences. I am interested in combining behavioral and eye-tracking data with physiological signals (ECG, skin conductance, and EMG) and neural measures (EEG, MEG, and fNIRS). My goal is to help systems and machines better understand and respond to people, improving efficiency and user experience in human–machine collaboration and human–computer interaction.
I am seeking research-oriented master’s programs or research assistant (RA) opportunities in human factors, cognitive ergonomics, or human–computer interaction for Fall 2027, with the aim of continuing to a Ph.D.
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selected publications
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Figure 1 Bidirectional Benefits: Interbrain Synchronization and Role-Specific Neural Signatures in Interpersonal Emotion Regulation
Yunkai Yang, Jinxin He, Luxin Wang, Jianshu Wang, Jingwen Xu, Xiaowei Jiang, Na Ao, Pengyi Zhang, Yanan Chen, Minghui Wang, Feng Du
Accepted in April 2026; published online on May 7, 2026
Figure 1 Words or Deeds? How LLMs Predict Users’ Decisions in Human–Agent Dialogue opens in a new tab
Baiqiao Zhang, Shuai Ma, Zhifeng Liao, Chao Zhou, Jianshu Wang, Yuhan Zhao, Chaoyue Zhang, Tongjun Si, Yuying Tang, Xiangxian Li, Yong-Jin Liu, Yulong Bian
Manuscript submitted; preprint available on arXiv.
Figure 3 Effects of Cognitive Load and Time Interval on Takeover Performance and Situational Awareness in Two-Stage Warning System: An Individual Difference Perspective
Jianshu Wang, Yanan Chen
Manuscript submitted to IEEE Transactions on Intelligent Transportation Systems.
Figure 1 Beyond Motion Intensity: Task-Relative Motion Geometry and Directional Response Time During Whole-Body Motion
Jianshu Wang, Yulong Bian, Siyu Liu, Yawen Zheng, Hao Zhang, Yuan Yue, Tangjun Qu, Yang Li, Yan Hu, Yutao Xie, Chao Zhou, Jin Huang, Feng Tian
Manuscript submitted to CHI 2027.
Figure 1 Community Environment and Resident Well-Being from an Affordance Perspective: Implicit Associations and Evidence Accumulation
Ran Liu, Jianshu Wang, Huijun Wang, Chang Liu, Guang Zhao, Ze Geng
Manuscript submitted to Journal of Environmental Psychology. Corresponding author: Ze Geng.
For research collaboration or academic inquiries, feel free to contact me by email.