Qianqian Xie

Full Professor, School of Artifical Intelligence, Wuhan University

Joined

October 2017

Names

Qianqian Xie (Preferred)

Emails

****@whu.edu.cn (Confirmed)

****@manchester.ac.uk (Confirmed)

****@med.cornell.edu (Confirmed)

****@gmail.com (Confirmed)

****@yale.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

School of Artifical Intelligence, Wuhan University (whu.edu.cn)

2025 – Present

Researcher

Yale University (yale.edu)

2024 – 2025

Postdoc

Yale University (yale.edu)

2023 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

large language model

2023 – Present

financial AI

2023 – Present

text summarization

2021 – Present

biomedical NLP

2021 – Present

graph neural network

2020 – Present

topic modeling

2016 – Present

Publications

Credibility Governance: A Social Mechanism for Collective Self-Correction under Weak Truth Signals
Wanying He, Lin Yanxi, Zhou Ziheng, Xue Feng, Min Peng, Qianqian Xie, Zilong Zheng, Yipeng Kang
- ICLR 2026 Workshop AIMS
- Readers: Everyone
Extracting language information from clinical notes using large language models
Lingfei Qian, Na Hong, Yujia Zhou, Qianqian Xie, Ruey-Ling Weng, Pitchaya Chairuengjitjaras, Xinsong Du, John Lian, Gad A. Marshall, Suzanne V. Blackley, John Laurentiev, Yakeel T. Quiroz, Tae Youn Kim, Nicole Adams, Michelle L. Dossett, Li Zhou, Hua Xu
- Int. J. Medical Informatics 2026
- Readers: Everyone
FinAudio: A Benchmark for Audio Large Language Models in Financial Applications
Yupeng Cao, Haohang Li, Yangyang Yu, Shashidhar Reddy Javaji, Yueru He, Jimin Huang, Qianqian Xie, Xiao-Yang Liu, K.P. Subbalakshmi, Meikang Qiu, Sophia Ananiadou, Jian-Yun Nie
- GenAI in Finance Poster
- Readers: Everyone
AgentMental: An Interactive Multi-Agent Framework for Explainable and Adaptive Mental Health Assessment
Jinpeng Hu, Ao Wang, Qianqian Xie, Hui Ma, Zhuo Li, Dan Guo
- CoRR 2025
- Readers: Everyone
From Scores to Skills: A Cognitive Diagnosis Framework for Evaluating Financial Large Language Models
Ziyan Kuang, Feiyu Zhu, Maowei Jiang, Yanzhao Lai, Zelin Wang, Zhitong Wang, Meikang Qiu, Jiajia Huang, Min Peng, Qianqian Xie, Sophia Ananiadou
- CoRR 2025
- Readers: Everyone
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
- CoRR 2025
- Readers: Everyone
MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation
Xueqing Peng, Lingfei Qian, Yan Wang, Ruoyu Xiang, Yueru He, Yang Ren, Mingyang Jiang, Jeff Zhao, Huan He, Yi Han, Yun Feng, Yuechen Jiang, Yupeng Cao, Haohang Li, Yangyang Yu, Xiaoyu Wang, Penglei Gao, Shengyuan Lin, Keyi Wang, Shanshan Yang et al. (24 additional authors not shown)
- CoRR 2025
- Readers: Everyone
MoodAngels: A Retrieval-augmented Multi-agent Framework for Psychiatry Diagnosis
Mengxi Xiao, Ben Liu, He Li, Jimin Huang, Qianqian Xie, Xiaofen Zong, Mang Ye, Min Peng
- NeurIPS 2025 poster
- Readers: Everyone
Enhanced Expert Merging for Mixture-of-Experts in Graph Foundation Models
Lei Liu, Xingyu Xia, Qianqian Xie, Ben Liu, Wenjie Xu, Min Peng
- NeurIPS 2025 poster
- Readers: Everyone
FinTagging: An LLM-ready Benchmark for Extracting and Structuring Financial Information
Yan Wang, Yang Ren, Lingfei Qian, Xueqing Peng, Keyi Wang, Yi Han, Dongji Feng, Xiao-Yang Liu, Jimin Huang, Qianqian Xie
- CoRR 2025
- Readers: Everyone

View all 151 publications

Co-Authors

View all 289 co-authors