| 2025 | EMNLP | EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation. | Xinyi Mou, Chen Qian, Wei Liu, Ling Yan, Yao Hu, Xuanjing Huang, Zhongyu Wei |
| 2025 | NAACL | 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, Zhongyu Wei |
| 2024 | ACL | Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation. | Xinyi Mou, Zhongyu Wei, Xuanjing Huang |
| 2024 | ACL | SoMeLVLM: A Large Vision Language Model for Social Media Processing. | Xinnong Zhang, Haoyu Kuang, Xinyi Mou, Hanjia Lyu, Kun Wu, Siming Chen, Jiebo Luo, Xuanjing Huang, Zhongyu Wei |
| 2024 | COLING | 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, Xuanjing Huang, Zhongyu Wei |
| 2024 | WWW | Unifying Local and Global Knowledge: Empowering Large Language Models as Political Experts with Knowledge Graphs. | Xinyi Mou, Zejun Li, Hanjia Lyu, Jiebo Luo, Zhongyu Wei |
| 2023 | ACL | UPPAM: A Unified Pre-training Architecture for Political Actor Modeling based on Language. | Xinyi Mou, Zhongyu Wei, Qi Zhang, Xuanjing Huang |
| 2022 | COLING | A Two Stage Adaptation Framework for Frame Detection via Prompt Learning. | Xinyi Mou, Zhongyu Wei, Changjian Jiang, Jiajie Peng |
| 2021 | ACL | Align Voting Behavior with Public Statements for Legislator Representation Learning. | Xinyi Mou, Zhongyu Wei, Lei Chen, Shangyi Ning, Yancheng He, Changjian Jiang, Xuanjing Huang |