HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy. - Mengxi Xiao; Qianqian Xie; Ziyan Kuang; Zhicheng Liu; Kailai Yang; Min Peng 002; Weiguang Han; Jimin Huang (ACL (1), 2024)

Clarified Aggregation and Predictive Modeling (CAPM): High-Interpretability Framework for Inductive Link Prediction. - Mengxi Xiao; Ben Liu; Miao Peng; Wenjie Xu; Min Peng 002 (IJCNN, 2024)

FinBen: A Holistic Financial Benchmark for Large Language Models. - Qianqian Xie; Weiguang Han; Zhengyu Chen; Ruoyu Xiang; Xiao Zhang; Yueru He; Mengxi Xiao; Dong Li; Yongfu Dai; Duanyu Feng; Yijing Xu; Haoqiang Kang; et al. (NeurIPS, 2024)

The FinBen: An Holistic Financial Benchmark for Large Language Models. - Qianqian Xie; Weiguang Han; Zhengyu Chen; Ruoyu Xiang; Xiao Zhang; Yueru He; Mengxi Xiao; Dong Li; Yongfu Dai; Duanyu Feng; Yijing Xu; Haoqiang Kang; et al. (CoRR, 2024)

Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications. - Qianqian Xie; Dong Li; Mengxi Xiao; Zihao Jiang 012; Ruoyu Xiang; Xiao Zhang; Zhengyu Chen; Yueru He; Weiguang Han; Yuzhe Yang 002; Shunian Chen; Yifei Zhang; et al. (CoRR, 2024)

Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models. - Mengxi Xiao; Zihao Jiang 012; Lingfei Qian; Zhengyu Chen; Yueru He; Yijing Xu; Yuechen Jiang; Dong Li; Ruey-Ling Weng; Min Peng 002; Jimin Huang; Sophia Ananiadou; et al. (CoRR, 2025)

A Retrieval-Augmented Multi-Agent Framework for Psychiatry Diagnosis. - Mengxi Xiao; Mang Ye; Ben Liu; Xiaofen Zong; He Li; Jimin Huang; Qianqian Xie; Min Peng 002 (CoRR, 2025)