Fusing Dynamics Equation: A Social Opinions Prediction Algorithm with LLM-based Agents. - Junchi Yao; Hongjie Zhang; Jie Ou; Dingyi Zuo; Zheng Yang 003; Zhicheng Dong (CoRR, 2024)

Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements. - Shu Yang 010; Shenzhe Zhu; Zeyu Wu; Keyu Wang 001; Junchi Yao; Junchao Wu; Lijie Hu; Mengdi Li; Derek F. Wong; Di Wang 015 (ACL (Findings), 2025)

Understanding the Repeat Curse in Large Language Models from a Feature Perspective. - Junchi Yao; Shu Yang 010; Jianhua Xu; Lijie Hu; Mengdi Li; Di Wang 015 (ACL (Findings), 2025)

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning. - Junchi Yao; Jianhua Xu; Tianyu Xin; Ziyi Wang; Shenzhe Zhu; Shu Yang 010; Di Wang 015 (CoRR, 2025)

Scaling Physical Reasoning with the PHYSICS Dataset. - Shenghe Zheng; Qianjia Cheng; Junchi Yao; Mengsong Wu; Haonan He; Ning Ding 002; Yu Cheng; Shuyue Hu; Lei Bai 001; Dongzhan Zhou; Ganqu Cui; Peng Ye 006 (CoRR, 2025)

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images. - Liangliang You; Junchi Yao; Shu Yang 010; Guimin Hu; Lijie Hu; Di Wang 015 (CoRR, 2025)