Analysis of emotional characteristics of Weibo "tree hole" users with different suicide risk. - Tianyu He; Yuyu Zheng; Jing Bai; Pan Chen; Yue Ma 009; Guanghui Fu; Shengxin Hu; Songhe Li; Zhisheng Huang; Qian Liu; Bing Xiang Yang (ISAIMS, 2021)

Medical-Level Suicide Risk Analysis: A Novel Standard and Evaluation Model. - Rui Wang 077; Bing Xiang Yang; Yujun Ma; Peilin Wang; Qiao Yu; Xiaofen Zong; Zhen Huang; Simeng Ma; Long Hu; Kai Hwang 001; Zhongchun Liu (IEEE Internet Things J., 2021)

The Construction and Validation of an Automatic Crisis Balance Analysis Model. - Long Yin Guo; Lin Xia; Xin-Yi Huang; Yu Xin Fu; Xin-Yi Li; Si Chen Zhou; Chao Zhao; Bing Xiang Yang (HIS, 2022)

Enhancing Psychological Counseling with Large Language Model: A Multifaceted Decision-Support System for Non-Professionals. - Guanghui Fu; Qing Zhao 005; Jianqiang Li 002; Dan Luo; Changwei Song; Wei Zhai; Shuo Liu; Fan Wang; Yan Wang; Lijuan Cheng; Juan Zhang; Bing Xiang Yang (CoRR, 2023)

Evaluating the Efficacy of Supervised Learning vs Large Language Models for Identifying Cognitive Distortions and Suicidal Risks in Chinese Social Media. - Hongzhi Qi; Qing Zhao 005; Changwei Song; Wei Zhai; Dan Luo; Shuo Liu; Yijing Yu; Fan Wang; Huijing Zou; Bing Xiang Yang; Jianqiang Li 002; Guanghui Fu (CoRR, 2023)

Towards a Psychological Generalist AI: A Survey of Current Applications of Large Language Models and Future Prospects. - Tianyu He; Guanghui Fu; Yijing Yu; Fan Wang; Jianqiang Li 002; Qing Zhao 005; Changwei Song; Hongzhi Qi; Dan Luo; Huijing Zou; Bing Xiang Yang (CoRR, 2023)

MTL-DQA: Multi-Task Learning with Psychological Indicators for Enhanced Quality in Depression Community QA System. - Yangliao Li; Qing Zhao 005; Jianqiang Li 002; Bing Xiang Yang; Ruiyu Xia; Hongzhi Qi (COMPSAC, 2024)

SOS-1K: A Fine-Grained Suicide Risk Classification Dataset for Chinese Social Media Analysis. - Hongzhi Qi; Hanfei Liu; Jianqiang Li 002; Qing Zhao 005; Wei Zhai; Dan Luo; Tian Yu He; Shuo Liu; Bing Xiang Yang; Guanghui Fu (SMC, 2024)

Chinese MentalBERT: Domain-Adaptive Pre-training on Social Media for Chinese Mental Health Text Analysis. - Wei Zhai; Hongzhi Qi; Qing Zhao 005; Jianqiang Li 002; Ziqi Wang; Han Wang 059; Bing Xiang Yang; Guanghui Fu (CoRR, 2024)

AI-Enhanced Cognitive Behavioral Therapy: Deep Learning and Large Language Models for Extracting Cognitive Pathways from Social Media Texts. - Meng Jiang; Yijing Yu; Qing Zhao 005; Jianqiang Li 002; Changwei Song; Hongzhi Qi; Wei Zhai; Dan Luo; Xiaoqin Wang; Guanghui Fu; Bing Xiang Yang (CoRR, 2024)

A Generic Review of Integrating Artificial Intelligence in Cognitive Behavioral Therapy. - Meng Jiang; Qing Zhao 005; Jianqiang Li 002; Fan Wang; Tianyu He; Xinyan Cheng; Bing Xiang Yang; Grace W. K. Ho; Guanghui Fu (CoRR, 2024)

MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media. - Wei Zhai; Nan Bai; Qing Zhao 005; Jianqiang Li 002; Fan Wang; Hongzhi Qi; Meng Jiang; Xiaoqin Wang; Bing Xiang Yang; Guanghui Fu (CoRR, 2024)

Generalizable Cross-Lingual Cognitive Distortion Detection with Standardized Annotations and Multi-Task Learning. - Hongzhi Qi; Nan Bai; Jianqiang Li; Wei Zhai; Qing Zhao; Qi Gao; Bing Xiang Yang; Guanghui Fu (ACL (Findings), 2025)