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2020 – today
- 2026
[i10]Xiaoyou Liu, Xinyi Mou, Shengbin Yue, Liang Wang, Yuqing Wang, Qiexiang Wang, Tianrui Qin, Wangchunshu Zhou, Zhongyu Wei:
PersonaDual: Balancing Personalization and Objectivity via Adaptive Reasoning. CoRR abs/2601.08679 (2026)- [i9]Liang Wang, Xinyi Mou, Xiaoyou Liu, Xuanjing Huang, Zhongyu Wei:
CURP: Codebook-based Continuous User Representation for Personalized Generation with LLMs. CoRR abs/2602.00742 (2026) - 2025
- [j2]Xinyi Mou
, Haoyu Du, Guanghua Qiao, Jing Li:
Evaluation of imputation and imputation-free strategies for differential abundance analysis in metaproteomics data. Briefings Bioinform. 26(2) (2025) - [j1]Hanjia Lyu, Jinfa Huang, Daoan Zhang, Yongsheng Yu, Xinyi Mou, Jinsheng Pan, Zhengyuan Yang, Zhongyu Wei, Jiebo Luo:
GPT-4V(ision) as A Social Media Analysis Engine. ACM Trans. Intell. Syst. Technol. 16(3): 50:1-50:54 (2025) - [c9]Xinyi Mou, Chen Qian, Wei Liu, Ling Yan, Yao Hu, Xuanjing Huang, Zhongyu Wei:
EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation. EMNLP (Findings) 2025: 5287-5304 - [c8]Xinyi Mou, Jingcong Liang, Jiayu Lin, Xinnong Zhang, Xiawei Liu, Shiyue Yang, Rong Ye, Lei Chen, Haoyu Kuang, Xuanjing Huang, Zhongyu Wei:
AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios. NAACL (Long Papers) 2025: 4975-5001 - [i8]Xinnong Zhang, Jiayu Lin, Xinyi Mou, Shiyue Yang, Xiawei Liu, Libo Sun, Hanjia Lyu, Yihang Yang, Weihong Qi, Yue Chen, Guanying Li, Ling Yan, Yao Hu, Siming Chen, Yu Wang, Xuanjing Huang, Jiebo Luo, Shiping Tang, Libo Wu, Baohua Zhou, Zhongyu Wei:
SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users. CoRR abs/2504.10157 (2025) - [i7]Xinyi Mou, Chen Qian, Wei Liu, Xuanjing Huang, Zhongyu Wei:
EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation. CoRR abs/2505.06904 (2025) - 2024
- [c7]Xinnong Zhang, Haoyu Kuang, Xinyi Mou, Hanjia Lyu, Kun Wu, Siming Chen, Jiebo Luo, Xuanjing Huang, Zhongyu Wei:
SoMeLVLM: A Large Vision Language Model for Social Media Processing. ACL (Findings) 2024: 2366-2389 - [c6]Xinyi Mou, Zhongyu Wei, Xuanjing Huang:
Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation. ACL (Findings) 2024: 4789-4809 - [c5]Kun Wu, Xinyi Mou, Lanqing Xue, Zhenzhe Ying, Weiqiang Wang, Qi Zhang, Xuanjing Huang, Zhongyu Wei:
PASUM: A Pre-training Architecture for Social Media User Modeling Based on Text Graph. LREC/COLING 2024: 12644-12656 - [c4]Xinyi Mou, Zejun Li, Hanjia Lyu, Jiebo Luo, Zhongyu Wei:
Unifying Local and Global Knowledge: Empowering Large Language Models as Political Experts with Knowledge Graphs. WWW 2024: 2603-2614 - [i6]Xinnong Zhang, Haoyu Kuang, Xinyi Mou, Hanjia Lyu, Kun Wu, Siming Chen, Jiebo Luo, Xuanjing Huang, Zhongyu Wei:
SoMeLVLM: A Large Vision Language Model for Social Media Processing. CoRR abs/2402.13022 (2024) - [i5]Xinyi Mou, Zhongyu Wei, Xuanjing Huang:
Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation. CoRR abs/2402.16333 (2024) - [i4]Xinyi Mou, Jingcong Liang, Jiayu Lin, Xinnong Zhang, Xiawei Liu, Shiyue Yang, Rong Ye, Lei Chen, Haoyu Kuang, Xuanjing Huang, Zhongyu Wei:
AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios. CoRR abs/2410.19346 (2024) - [i3]Xinnong Zhang, Jiayu Lin, Libo Sun, Weihong Qi, Yihang Yang, Yue Chen, Hanjia Lyu, Xinyi Mou, Siming Chen, Jiebo Luo, Xuanjing Huang, Shiping Tang, Zhongyu Wei:
ElectionSim: Massive Population Election Simulation Powered by Large Language Model Driven Agents. CoRR abs/2410.20746 (2024) - [i2]Xinyi Mou, Xuanwen Ding, Qi He, Liang Wang, Jingcong Liang, Xinnong Zhang, Libo Sun, Jiayu Lin, Jie Zhou, Xuanjing Huang, Zhongyu Wei:
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents. CoRR abs/2412.03563 (2024) - 2023
- [c3]Xinyi Mou, Zhongyu Wei, Qi Zhang, Xuanjing Huang:
UPPAM: A Unified Pre-training Architecture for Political Actor Modeling based on Language. ACL (1) 2023: 11996-12012 - [i1]Hanjia Lyu, Jinfa Huang, Daoan Zhang, Yongsheng Yu, Xinyi Mou, Jinsheng Pan, Zhengyuan Yang, Zhongyu Wei, Jiebo Luo:
GPT-4V(ision) as A Social Media Analysis Engine. CoRR abs/2311.07547 (2023) - 2022
- [c2]Xinyi Mou, Zhongyu Wei, Changjian Jiang, Jiajie Peng:
A Two Stage Adaptation Framework for Frame Detection via Prompt Learning. COLING 2022: 2968-2978 - 2021
- [c1]Xinyi Mou, Zhongyu Wei, Lei Chen, Shangyi Ning, Yancheng He, Changjian Jiang, Xuanjing Huang:
Align Voting Behavior with Public Statements for Legislator Representation Learning. ACL/IJCNLP (1) 2021: 1236-1246
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