Align Voting Behavior with Public Statements for Legislator Representation Learning. - Xinyi Mou; Zhongyu Wei; Lei Chen; Shangyi Ning; Yancheng He; Changjian Jiang; Xuanjing Huang 001 (ACL/IJCNLP (1), 2021)

A Two Stage Adaptation Framework for Frame Detection via Prompt Learning. - Xinyi Mou; Zhongyu Wei; Changjian Jiang; Jiajie Peng (COLING, 2022)

UPPAM: A Unified Pre-training Architecture for Political Actor Modeling based on Language. - Xinyi Mou; Zhongyu Wei; Qi Zhang 001; Xuanjing Huang 001 (ACL (1), 2023)

Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation. - Xinyi Mou; Zhongyu Wei; Xuanjing Huang 001 (ACL (Findings), 2024)

SoMeLVLM: A Large Vision Language Model for Social Media Processing. - Xinnong Zhang; Haoyu Kuang; Xinyi Mou; Hanjia Lyu; Kun Wu; Siming Chen 001; Jiebo Luo 001; Xuanjing Huang 001; Zhongyu Wei (ACL (Findings), 2024)

PASUM: A Pre-training Architecture for Social Media User Modeling Based on Text Graph. - Kun Wu; Xinyi Mou; Lanqing Xue; Zhenzhe Ying; Weiqiang Wang; Qi Zhang 001; Xuanjing Huang 001; Zhongyu Wei (LREC/COLING, 2024)

Unifying Local and Global Knowledge: Empowering Large Language Models as Political Experts with Knowledge Graphs. - Xinyi Mou; Zejun Li; Hanjia Lyu; Jiebo Luo 001; Zhongyu Wei (WWW, 2024)

Evaluation of imputation and imputation-free strategies for differential abundance analysis in metaproteomics data. - Xinyi Mou; Haoyu Du; Guanghua Qiao; Jing Li 107 (Briefings Bioinform., 2024)

ElectionSim: Massive Population Election Simulation Powered by Large Language Model Driven Agents. - Xinnong Zhang; Jiayu Lin; Libo Sun; Weihong Qi; Yihang Yang; Yue Chen; Hanjia Lyu; Xinyi Mou; Siming Chen 001; Jiebo Luo 001; Xuanjing Huang 001; Shiping Tang; et al. (CoRR, 2024)

From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents. - Xinyi Mou; Xuanwen Ding; Qi He; Liang Wang; Jingcong Liang; Xinnong Zhang; Libo Sun; Jiayu Lin; Jie Zhou; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2024)

AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios. - Xinyi Mou; Jingcong Liang; Jiayu Lin; Xinnong Zhang; Xiawei Liu; Shiyue Yang; Rong Ye; Lei Chen; Haoyu Kuang; Xuanjing Huang 001; Zhongyu Wei (NAACL (Long Papers), 2025)

SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users. - Xinnong Zhang; Jiayu Lin; Xinyi Mou; Shiyue Yang; Xiawei Liu; Libo Sun; Hanjia Lyu; Yihang Yang; Weihong Qi; Yue Chen; Guanying Li; Ling Yan; et al. (CoRR, 2025)

EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation. - Xinyi Mou; Chen Qian; Wei Liu; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2025)

GPT-4V(ision) as A Social Media Analysis Engine. - Hanjia Lyu; Jinfa Huang; Daoan Zhang; Yongsheng Yu; Xinyi Mou; Jinsheng Pan; Zhengyuan Yang; Zhongyu Wei; Jiebo Luo 001 (ACM Trans. Intell. Syst. Technol., 2025)