Chatbots for Mental Health Support: Exploring the Impact of Emohaa on Reducing Mental Distress in China. - Sahand Sabour; Wen Zhang; Xiyao Xiao; Yuwei Zhang; Yinhe Zheng; Jiaxin Wen; Jialu Zhao; Minlie Huang (CoRR, 2022)

CharacterGLM: Customizing Chinese Conversational AI Characters with Large Language Models. - Jinfeng Zhou; Zhuang Chen 002; Dazhen Wan; Bosi Wen; Yi Song; Jifan Yu; Yongkang Huang; Libiao Peng; Jiaming Yang; Xiyao Xiao; Sahand Sabour; Xiaohan Zhang; et al. (CoRR, 2023)

A chatbot for mental health support: exploring the impact of Emohaa on reducing mental distress in China. - Sahand Sabour; Wen Zhang; Xiyao Xiao; Yuwei Zhang; Yinhe Zheng; Jiaxin Wen; Jialu Zhao; Minlie Huang (Frontiers Digit. Health, 2023)

CharacterGLM: Customizing Social Characters with Large Language Models. - Jinfeng Zhou; Zhuang Chen 002; Dazhen Wan; Bosi Wen; Yi Song; Jifan Yu; Yongkang Huang; Pei Ke; Guanqun Bi; Libiao Peng; Jiaming Yang; Xiyao Xiao; et al. (EMNLP (Industry Track), 2024)

SocialSim: Towards Socialized Simulation of Emotional Support Conversation. - Zhuang Chen 002; Yaru Cao; Guanqun Bi; Jincenzi Wu; Jinfeng Zhou; Xiyao Xiao; Si Chen; Hongning Wang; Minlie Huang (AAAI, 2025)

CharacterBench: Benchmarking Character Customization of Large Language Models. - Jinfeng Zhou; Yongkang Huang; Bosi Wen; Guanqun Bi; Yuxuan Chen; Pei Ke; Zhuang Chen 002; Xiyao Xiao; Libiao Peng; Kuntian Tang; Rongsheng Zhang; Le Zhang; et al. (AAAI, 2025)

MAGI: Multi-Agent Guided Interview for Psychiatric Assessment. - Guanqun Bi; Zhuang Chen 002; Zhoufu Liu; Hongkai Wang; Xiyao Xiao; Yuqiang Xie; Wen Zhang; Yongkang Huang; Yuxuan Chen; Libiao Peng; Minlie Huang (ACL (Findings), 2025)

MAGI: Multi-Agent Guided Interview for Psychiatric Assessment. - Guanqun Bi; Zhuang Chen 002; Zhoufu Liu; Hongkai Wang; Xiyao Xiao; Yuqiang Xie; Wen Zhang; Yongkang Huang; Yuxuan Chen; Libiao Peng; Yi Feng; Minlie Huang (CoRR, 2025)

Ψ-Arena: Interactive Assessment and Optimization of LLM-based Psychological Counselors with Tripartite Feedback. - Shijing Zhu; Zhuang Chen 002; Guanqun Bi; Binghang Li; Yaxi Deng; Dazhen Wan; Libiao Peng; Xiyao Xiao; Rongsheng Zhang; Tangjie Lv; Zhipeng Hu; Fangfang Li; et al. (CoRR, 2025)

Reframe Your Life Story: Interactive Narrative Therapist and Innovative Moment Assessment with Large Language Models. - Yi Feng; Jiaqi Wang 006; Wenxuan Zhang; Zhuang Chen 002; Yutong Shen; Xiyao Xiao; Minlie Huang; Liping Jing; Jian Yu 001 (CoRR, 2025)

Unveiling the Landscape of Clinical Depression Assessment: From Behavioral Signatures to Psychiatric Reasoning. - Zhuang Chen 002; Guanqun Bi; Wen Zhang; Jiawei Hu; Aoyun Wang; Xiyao Xiao; Kun Feng; Minlie Huang (CoRR, 2025)