Ji, Xinyu, Liu, Zeyu, & Zhu, Tingshao*
(2026).
Clan ties, collective minds: The persistent impact of Chinese kinship structures on modern collectivism.
Humanities and Social Sciences Communications.
Fei Wang*, Yibo Wu*, Tingshao Zhu*
(2026).
Summer temperatures, depressive symptoms, and health-related quality of life: a study of residents in 263 Chinese cities.
Environment International 209:110192.
Hongyi Li, Guo Feng and Tingshao Zhu*
(2026).
The Impact of Online Argumentation Strategies on Audience Persuasion: The Moderating Effect of the Big Five Personality.
In: Meng X, Wang L, Chen H, et al, eds. Big Data and Social Computing: BDSC 2025. Communications in Computer and Information Science, vol 2622. Singapore: Springer, pp. 247-253.
Shuang Xu, Zili Zhou and Nan Zhao*
(2026).
How topic content shapes LLM personality-tailored persuasion: semantic anchoring and topic stereotype effects.
Front. Psychiatry 17:1756792.
Yazheng Di, Elior Rahmani, Joel Mefford, Jinhan Wang, Vijay Ravi, Aditya Gorla, Abeer Alwan, Kenneth S. Kendler, Tingshao Zhu* and Jonathan Flint*
(2025).
Unraveling the associations between voice pitch and major depressive disorder: a multisite genetic study.
Molecular Psychiatry 30:2686-2695.
Dengke Xia, Mengyao Song and Tingshao Zhu*
(2025).
A comparison of the persuasiveness of human and ChatGPT generated pro-vaccine messages for HPV.
Front. Public Health 12:1515871.
Xueting Cui, Yun Gu, Hui Fang* and Tingshao Zhu*
(2025).
Development and evaluation of LLM-based suicide intervention chatbot.
Front. Psychiatry 16:1634714.
Dang Ding, Weiwei Xu, Xiaoqian Liu and Tingshao Zhu*
(2025).
Facial video based stress detection for enhancing ecological validity.
Acta Psychologica 255:104877.
章彦博#,黄峰#,莫柳铃,刘晓倩,朱廷劭*
(2025).
基于大语言模型的自杀意念文本数据增强与识别技术.
心理学报,57(6),987-1000.
王艺霖,赵楠,朱廷劭**
(2025).
人工智能赋能心理特征的维度构建与自动化测量：以国家刻板印象为例.
心理科学,48(4),997-1008.
Feng Huang#, Xia Sun#, Aizhu Mei, Yilin Wang, Huimin Ding and Tingshao Zhu*
(2025).
LLM Plus Machine Learning Outperform Expert Rating to Predict Life Satisfaction From Self-Statement Text.
IEEE Transactions on Computational Social Systems 12(3):1092-1099.
Xinyu Ji#, Jingshen Xue#, Siyi Chen and Tingshao Zhu*
(2025).
Automating Social Science: LLMs vs.
Human Experts in Variable Relationship Identification. Collabra: Psychology 11(1):144442.
Sihui Ge, Sihua Lyu, Yazheng Di, Yue Su, Qian Luo, Aizhu Mei and Tingshao Zhu*
(2025).
Identifying Opponent's Neuroticism Based on Behavior in Wargame.
Behavioral Sciences 15(8):1012.
Dengke Xia, Yue Su, Mengyao Song, Tingshao Zhu, Nan Zhao* and Hongwei Sun*
(2025).
The influence of audience's regulatory focus on the persuasive effect of different pro-vaccine messages.
PLoS ONE 20(8):e0328638.
黄峰,丁慧敏,李思嘉,韩诺,狄雅政,刘晓倩,赵楠,李林妍,朱廷劭*
(2025).
基于大语言模型的自助式AI心理咨询系统构建及其效果评估.
心理学报,57(11),2022-2042.
Sijia Li, Wei Pan*, Paul Siu Fai Yip**, Jing Wang, Wenwei Zhou and Tingshao Zhu
(2024).
Uncovering the heterogeneous effects of depression on suicide risk conditioned by linguistic features: A double machine learning approach.
Computers in Human Behavior.
Yanzhu Chen, Ang Li, Tingshao Zhu* and Xiangyang Zhang*
(2024).
Development and Validation of Machine Learning Models for Predicting Big Five Personality Traits in Drug Addicts Based on Facial Movement Analysis.
CAIBDA ‘24: Proceedings of the 2024 4th International Conference on Artificial Intelligence, Big Data and Algorithms, pp. 544-551.
Nuo Han, Yeye Wen, Bowen Wang, Feng Huang, Xiaoqian Liu, Linyan Li* and Tingshao Zhu*
(2024).
Developing a machine learning-based instrument for subjective well-being assessment on Weibo and its psychological significance: An evaluative and interpretive research.
Applied Psychology: Health and Well-Being.
Feng Huang, Huimin Ding, Nuo Han, Fumeng Li and Tingshao Zhu*
(2024).
Does wealth equate to happiness? an 11-year panel data analysis exploring socio-economic indicators and social media metrics.
PLoS ONE 19(4):e0301206.
Yazheng Di, Joel Mefford, Elior Rahmani, Jinhan Wang, Vijay Ravi, Aditya Gorla, Abeer Alwan, Tingshao Zhu and Jonathan Flint*
(2024).
Genetic association analysis of human median voice pitch identifies a common locus for tonal and non-tonal languages.
Communications Biology 7:540.
Jingying Wang#, Yeye Wen#, Junhong Zhou, Nan Zhao and Tingshao Zhu*
(2024).
Identifying stress scores from gait biometrics captured using a camera: A cross-sectional study.
Gait & Posture 109:15-21.
Xinyu Ji, Taotao Zhan and Tingshao Zhu*
(2024).
Impact of COVID-19 on negative body image: Evidence based on social media data.
Social Science & Medicine 340:116461.
Qian Luo, Yazheng Di and Tingshao Zhu*
(2024).
Predictive modeling of neuroticism in depressed and non-depressed cohorts using voice features.
Journal of Affective Disorders 352:395-402.
崔雪婷,古赟,朱廷劭
(2024).
基于大语言模型的自杀干预方法研究.
首届心理危机干预技术和策略研究,中国北京.（优秀论文）.
Yue Su, Sijia Li, Feng Huang, Jia Xue*, and Tingshao Zhu*
(2023).
Exploring the Influencing Factors of COVID-19 Vaccination Willingness among Young Adults in China.
International Journal of Environmental Research and Public Health 20, no. 5: 3960.
纪馨玉,陈浩,刘赟,&朱廷劭*
(2023).
集体主义对离婚率的影响——心理幸福感的多重中介作用.
人口与发展,29(01),83-98.
Liuling Mo#, Yun Liu#, Ang Li, Tianli Liu & Tingshao Zhu*
(2023).
The impact of pandemic mental cognition on cultural values: an empirical study based on social media.
BMC Public Health 23, 1069.
Nuo Han, Sijia Li, Feng Huang, Yeye Wen, Xiaoyang Wang, Xiaoqian Liu*, Linyan Li, Tingshao Zhu
(2023).
Sensing Psychological Well-being Using Social Media Language: Prediction Model Development Study.
J Med Internet Res 2023; 25:e41823.
Zeyu Liu#, Yun Liu#, Ang Li4* and Tingshao Zhu
(2023).
Nonlinear effects of pandemic uncertainty on depression, pandemic preventive behavior intentions, and positive life attitudes: Moderating effects of high and low uncertainty grouping.
Front. Public Health 11:1136152.
朱廷劭
(2023).
试析通用人工智能在心理学领域的应用.
人民论坛·学术前沿,(14),86-91+101.
Yeye Wen, Baobin Li, Xiaoqian Liu, Deyuan Chen, Shaoshuai Gao* and Tingshao Zhu*
(2023).
Using gait videos to automatically assess anxiety.
Front. Public Health 11:1082139.
Yue Su, Sijia Li, Jia Xue*, Ang Li and Tingshao Zhu*
(2023).
Measuring the importance of influencing factor for COVID-19 vaccination intention in China.
Front. Public Health 11:1191401.
Nuo Han, Sijia Li, Feng Huang, Yeye Wen, Yue Su, Linyan Li, Xiaoqian Liu* and Tingshao Zhu
(2023).
How social media expression can reveal personality.
Front. Psychiatry 14:1052844.
Wei Pan, Fusong Deng, Xianbin Wang, Bowen Hang, Wenwei Zhou and Tingshao Zhu*
(2023).
Exploring the ability of vocal biomarkers in distinguishing depression from bipolar disorder, schizophrenia, and healthy controls.
Front. Psychiatry 14:1079448.
Huan Xiong, Gengxuan Wu, Sijia Li, Shujie Xue, Hua Li* and Tingshao Zhu*
(2022).
Exploring the impact of mass migration in Jin Dynasty by psycholinguistic analysis on Classical Chinese legacy text.
Front. Psychol. 13:993141.
Shuijin Li, Tingshao Zhu*
(2022).
A Panel Data Analysis of Subjective Well-Being Based on Microblog User Information.
Healthcare 10(11):2305.
Liu Xingyun, Wen Yeye, &Zhu Tingshao*
(2022).
Ecological recognition of self-esteem leveraged by video-based gait.
FRONTIERS IN PSYCHIATRY,13,9.
Liuling Mo, He Li, and Tingshao Zhu*
(2022).
Exploring the Suicide Mechanism Path of High-Suicide-Risk Adolescents—Based on Weibo Text Analysis.
International Journal of Environmental Research and Public Health 19, no. 18: 11495.
Yeye Wen, Baobin Li, Deyuan Chen* and Tingshao Zhu*
(2022).
Reliability and validity analysis of personality assessment model based on gait video.
Frontiers in Behavioral Neuroscience 16:901568.
Feng Huang, Sijia Li, Dongqi Li, Meizi Yang, Huimin Ding, Yazheng Di, and Tingshao Zhu*
(2022).
The Impact of Mortality Salience, Negative Emotions and Cultural Values on Suicidal Ideation in COVID-19: A Conditional Process Model.
International Journal of Environmental Research and Public Health 19, no. 15: 9200.
Sihua Lyu, Nan Zhao*, Yichuan Zhang, Wenwen Chen, Haiyan Zhou, Tingshao Zhu*
(2022).
Predicting Risk Propensity Through Player Behavior in DOTA 2: A Cross-Sectional Study.
Front. Psychol. 13:827008.
Ang Li, Dongdong Jiao, &Tingshao Zhu*
(2022).
Stigmatizing Attitudes Across Cybersuicides and Offline Suicides: Content Analysis of Sina Weibo.
JOURNAL OF MEDICAL INTERNET RESEARCH, 24(4),10.
朱廷劭
(2022).
算法技术人文应用中的向善思考.
学术前沿, 2022.5(下): 77-81.
Zhou, Haiyan, Zhu, Tingshao, Zhao, Nan
(2022).
Quantitative Relationship Between Achievement Motivation and Game Behavior Based on Structural Equation Model.
2022:Volume 13795 LNCS, Pages 146-152.
Xiao, Huanyi, Xing, Fugui, Fan, Miaorong, Li, Hua, Zhu, Tingshao*
(2022).
Predicting Personalities of Ancient Chinese Emperors Based on Relational Knowledge Transfer Model.
2022:Volume 13795 LNCS, Pages 73-81.
Zhong, Weifang, Zhu, Tingshao*
(2022).
A Study of Du Fu's Psychological Changes Around the An-Shi Rebellion Based on Big Data.
8th Annual International Conference on Network and Information Systems for Computers, 2022:413-417.
Zhao, Xinsi, Zhu, Tingshao*
(2022).
NLS-based Analysis of psychological semantic differences between the Song Dynasty after Jingkang Incident.
IBDA 2022 - 3rd International Conference on Computer Information and Big Data Applications, 2022:717-721.
Xiong, Huan, Wu, Gengxuan, Xue, Shujie, Li, Hua, Zhu, Tingshao*
(2022).
Dictionary-Based Classical Chinese Word Segmentation and Its Application on Imperial Edicts of Jin Dynasties.
2022:Volume 13795 LNCS, Pages 153-160.
Feng Huang, Sijia Li, Huimin Ding, Nuo Han & Tingshao Zhu*
(2022).
Does more moral equal less corruption? The different mediation of moral foundations between economic growth and corruption in China.
Current Psychology.
Yu Guo, Xiaoqian Liu*, Xiaoyang Wang, Tingshao Zhu and Wei Zhan
(2022).
Automatic Decision-Making Style Recognition Method Using Kinect Technology.
Front. Psychol. 13:751914.