2

A Mathematical Formulation of AGI in the (C, U, V) Framework

A unified mathematical formulation of Artificial General Intelligence (AGI) under the (C, U, V) framework, defining cognitive, potential, and value dimensions and introducing the Tong Test as an evaluation criterion.

Di He, Cong Fang, Yisen Wang, Yujia Peng, Yizhou Wang, Song-Chun Zhu

基于生物运动的社交焦虑者情绪加工与社会意图理解负向偏差机制

A study investigating emotion processing and social intention inference mechanisms in social anxiety using behavioral, neuroimaging, and computational modeling approaches.

Yujia Peng, Yuxi Wang, Qianqian Ju, Feng Liu, Jia Xu

A psychologically interpretable artificial intelligence framework for the screening of loneliness, depression, and anxiety

Feng Liu, Peiwan Wang, Jingyi Hu, Siyuan Shen, Hanyang Wang, Chen Shi, Yujia Peng, Aimin Zhou

A psychologically interpretable artificial intelligence framework for the screening of loneliness, depression, and anxiety

Screening Social Anxiety with the Social Artificial Intelligence Picture System

SAIPS is a generative-AI-based picture system enabling reliable and objective early screening of social anxiety traits.

Qianqian Ju, Zhijian Xu, Zile Chen, Jiayi Fan, Han Zhang, Yujia Peng

Artificial intelligence in mental health: innovations brought by artificial intelligence techniques in stress detection and interventions of building resilience

“The last few decades have witnessed a revolution in the field of mental health, brought about by state-of-the-art techniques of …

Yujia Peng, Feng Liu, Qianqian Ju, Qijian Zheng, Yujia Peng

Human Visual Pathways for Action Recognition Versus Deep Convolutional Neural Networks: Representation Correspondence in Late But Not Early Layers

DCNN models do not show hierarchical representation alignment to human brain across visual regions when processing action videos. Instead, later layers of DCNN models demonstrate greater representation similarities to the human visual cortex.

Yujia Peng, Xizi Gong, Hongjing Lu, Fang Fang

Human Visual Pathways for Action Recognition Versus Deep Convolutional Neural Networks: Representation Correspondence in Late But Not Early Layers

Validity and reliability of the Chinese version of Social Anxiety Questionnaire for Adults (成人社交焦虑问卷中文版的效度和信度评价)

Yuxi Wang, Yinyin Zang, Yujia Peng

Broadening the scope: Multiple functional connectivity networks underlying threat conditioning and extinction

Cody A. Cushing, Yujia Peng, Zachary Anderson, Katherine S. Young, Susan Y. Bookheimer, Richard E. Zinbarg, Robin Nusslock, Michelle G. Craske

Broadening the scope: Multiple functional connectivity networks underlying threat conditioning and extinction

Patterns of saliency and semantic features distinguish gaze of expert and novice viewers of surveillance footage

Yujia Peng, Joseph M. Burling, Greta K. Todorova, Catherine Neary, Frank E. Pollick, Hongjing Lu

The Tong Test: Evaluating Artificial General Intelligence Through Dynamic Embodied Physical and Social Interactions

Yujia Peng, Jiaheng Han, Zhenliang Zhang, Lifeng Fan, Tengyu Liu, Siyuan Qi, Xue Feng, Yuxi Ma, Yizhou Wang, Song-Chun Zhu

The Tong Test: Evaluating Artificial General Intelligence Through Dynamic Embodied Physical and Social Interactions