No news is an island: Joint heterogeneous graph network for news classification. - Zhezhou Kang; Yi Liu 067; Guanqun Bi; Fang Fang 009; Pengfei Yin (ISCC, 2021)

How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View. - Ren Li; Yanan Cao 001; Qiannan Zhu; Guanqun Bi; Fang Fang 009; Yi Liu 067; Qian Li 003 (AAAI, 2022)

COMMA: Modeling Relationship among Motivations, Emotions and Actions in Language-based Human Activities. - Yuqiang Xie; Yue Hu 002; Wei Peng 008; Guanqun Bi; Luxi Xing (COLING, 2022)

Psychology-guided Controllable Story Generation. - Yuqiang Xie; Yue Hu 002; Yunpeng Li 006; Guanqun Bi; Luxi Xing; Wei Peng 008 (COLING, 2022)

DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation. - Guanqun Bi; Lei Shen 001; Yanan Cao 001; Meng Chen 006; Yuqiang Xie; Zheng Lin 001; Xiaodong He 001 (ACL (1), 2023)

Seri: Sketching-Reasoning-Integrating Progressive Workflow for Empathetic Response Generation. - Guanqun Bi; Yanan Cao 001; Piji Li; Yuqiang Xie; Fang Fang 009; Zheng Lin 001 (ICASSP, 2023)

A Group Fairness Lens for Large Language Models. - Guanqun Bi; Lei Shen 001; Yuqiang Xie; Yanan Cao 001; Tiangang Zhu; Xiaodong He 001 (CoRR, 2023)

ToMBench: Benchmarking Theory of Mind in Large Language Models. - Zhuang Chen 002; Jincenzi Wu; Jinfeng Zhou; Bosi Wen; Guanqun Bi; Gongyao Jiang; Yaru Cao; Mengting Hu; Yunghwei Lai; Zexuan Xiong; Minlie Huang (ACL (1), 2024)

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)

Enhancing Emotional Support Conversation with Cognitive Chain-of-Thought Reasoning. - Yaru Cao; Zhuang Chen 002; Guanqun Bi; Yulin Feng; Min Chen; Fucheng Wan; Minlie Huang; Hongzhi Yu (NLPCC (1), 2024)

Generative Models for Complex Logical Reasoning over Knowledge Graphs. - Yu Liu; Yanan Cao 001; Shi Wang 002; Qingyue Wang; Guanqun Bi (WSDM, 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)

SS-GEN: A Social Story Generation Framework with Large Language Models. - Yi Feng; Mingyang Song; Jiaqi Wang 006; Zhuang Chen 002; Guanqun Bi; Minlie Huang; Liping Jing; Jian Yu 001 (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)

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)