Lingfei Qian

According to our database, Lingfei Qian authored at least 40 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Herculean: An Agentic Benchmark for Financial Intelligence.

Xueqing Peng, Zhuohan Xie, Yupeng Cao, Haohang Li, Lingfei Qian, Yan Wang, Vincent Jim Zhang, Huan He, Xuguang Ai, Linhai Ma, Ruoyu Xiang, Yueru He, Yi Han, Shuyao Wang, Yuqing Guo, Mingyang Jiang, Yilun Zhao, Youzhong Dong, Xiaoyu Wang, Yankai Chen, Ye Yuan, Qiyuan Zhang, Fuyuan Lyu, Haolun Wu, Yonghan Yang, Zichen Zhao, Yuyang Dai, Fan Zhang, Rania Elbadry, Ayesha Gull, Muhammad Usman Safder, Nuo Chen, Fengbin Zhu, Tianshi Cai, Zimu Wang, Polydoros Giannouris, Yuechen Jiang, Zhiwei Liu, Mohsinul Kabir, Yuyan Wang, Yixiang Zheng, Yangyang Yu, Weijin Liu, Wenbo Cao, Anke Xu, Peng Lu, Jerry Huang, Mingquan Lin, Prayag Tiwari, Yijia Zhao, Víctor Gutiérrez-Basulto, Xiao-Yang Liu, Kaleb E. Smith, Jiahuan Pei, Arman Cohan, Jimin Huang, Yuehua Tang, Alejandro Lopez-Lira, Xi Chen, Xue Liu, Junichi Tsujii, Jian-Yun Nie, Sophia Ananiadou

CoRR, May, 2026

TRACE: Temporal Routing with Autoregressive Cross-channel Experts for EEG Representation Learning.

Fan Ma, Qier An, Peng Chen, Lingfei Qian, Xiang Lan, Mingyang Jiang, Zhiling Gu, Xenophon Papademetris, Hua Xu

CoRR, May, 2026

Foundation Models to Unlock Real-World Evidence from Nationwide Medical Claims.

Fan Ma, Yuntian Liu, Xiang Lan, Weipeng Zhou, Jun Ni, Mauro Giuffrè, Lingfei Qian, Xueqing Peng, Yujia Zhou, Ruey-Ling Weng, Huan He, Lu Li, Huiyuan Wang, Qingyu Chen, Andrew Loza, Laila Rasmy, Degui Zhi, Yuan Lu, Chenjie Zeng, Joshua C. Denny, Lee Schwamm, Daniella Meeker, Lucila Ohno-Machado, Yong Chen, Hua Xu

CoRR, May, 2026

Moira: Language-driven Hierarchical Reinforcement Learning for Pair Trading.

Polydoros Giannouris, Yuechen Jiang, Lingfei Qian, Yuyan Wang, Xueqing Peng, Jimin Huang, Guojun Xiong, Sophia Ananiadou

CoRR, May, 2026

FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks.

Yupeng Cao, Haohang Li, Weijin Liu, Wenbo Cao, Anke Xu, Lingfei Qian, Xueqing Peng, Minxue Tang, Zhiyuan Yao, Jimin Huang, K. P. Subbalakshmi, Zining Zhu, Jordan W. Suchow, Yangyang Yu

CoRR, April, 2026

Can LLM Agents Be CFOs? A Benchmark for Resource Allocation in Dynamic Enterprise Environments.

Yi Han, Lingfei Qian, Yan Wang, Yueru He, Xueqing Peng, Dongji Feng, Yankai Chen, Haohang Li, Yupeng Cao, Jimin Huang, Xue Liu, Jian-Yun Nie, Sophia Ananiadou

CoRR, March, 2026

Conv-FinRe: A Conversational and Longitudinal Benchmark for Utility-Grounded Financial Recommendation.

Yan Wang, Yi Han, Lingfei Qian, Yueru He, Xueqing Peng, Dongji Feng, Zhuohan Xie, Vincent Jim Zhang, Rosie Guo, Fengran Mo, Jimin Huang, Yankai Chen, Xue Liu, Jian-Yun Nie

CoRR, February, 2026

Ebisu: Benchmarking Large Language Models in Japanese Finance.

Xueqing Peng, Ruoyu Xiang, Fan Zhang, Mingzi Song, Mingyang Jiang, Yan Wang, Lingfei Qian, Taiki Hara, Yuqing Guo, Jimin Huang, Junichi Tsujii, Sophia Ananiadou

CoRR, February, 2026

MedViz: An Agent-based, Visual-guided Research Assistant for Navigating Biomedical Literature.

Huan He, Xueqing Peng, Yutong Xie, Qijia Liu, Chia-Hsuan Chang, Lingfei Qian, Brian D. Ondov, Qiaozhu Mei, Hua Xu

CoRR, January, 2026

EHRNavigator: A Multi-Agent System for Patient-Level Clinical Question Answering over Heterogeneous Electronic Health Records.

Lingfei Qian, Mauro Giuffrè, Yan Wang, Huan He, Qianqian Xie, Xuguang Ai, Xeuqing Peng, Fan Ma, Ruey-Ling Weng, Donald Wright, Adan Wang, Qingyu Chen, Vipina Kuttichi Keloth, Hua Xu

CoRR, January, 2026

Same Claim, Different Judgment: Benchmarking Scenario-Induced Bias in Multilingual Financial Misinformation Detection.

Zhiwei Liu, Yupen Cao, Yuechen Jiang, Mohsinul Kabir, Polydoros Giannouris, Chen Xu, Ziyang Xu, Tianlei Zhu, Tariquzzaman Faisal, Triantafillos Papadopoulos, Yan Wang, Lingfei Qian, Xueqing Peng, Zhuohan Xie, Ye Yuan, Saeed Almheiri, Abdulrazzaq Alnajjar, Mingbin Chen, Harry Stuart, Paul Thompson, Prayag Tiwari, Alejandro Lopez-Lira, Xue Liu, Jimin Huang, Sophia Ananiadou

CoRR, January, 2026

Digital twin-driven disturbance recognition and adaptive scheduling for discrete manufacturing workshops.

Jie Chen, Yiwen Hu, Dunbing Tang, Changchun Liu, Zequn Zhang, Liping Wang, Lingfei Qian, Qixiang Cai

Robotics Comput. Integr. Manuf., 2026

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

When Agents Trade: Live Multi-Market Trading Arena for LLM Agents.

Lingfei Qian, Xueqing Peng, Hanley Smith, Yi Han, Yueru He, Haohang Li, Yupeng Cao, Yangyang Yu, Guojun Xiong, Peng Lu, Yan Wang, Vincent Jim Zhang, Huan He, Alejandro Lopez-Lira, Jimin Huang, Jian-Yun Nie, Sophia Ananiadou

Proceedings of the ACM Web Conference 2026, 2026

The CLEF-2026 FinMMEval Lab: Multilingual and Multimodal Evaluation of Financial AI Systems.

Zhuohan Xie, Rania Elbadry, Fan Zhang, Georgi Georgiev, Xueqing Peng, Lingfei Qian, Jimin Huang, Dimitar Dimitrov, Vanshikaa Jani, Yuyang Dai, Jiahui Geng, Yuxia Wang, Ivan Koychev, Veselin Stoyanov, Preslav Nakov

Proceedings of the Advances in Information Retrieval, 2026

2025

FinCriticalED: A Visual Benchmark for Financial Fact-Level OCR Evaluation.

Yueru He, Xueqing Peng, Yupeng Cao, Yan Wang, Lingfei Qian, Haohang Li, Yi Han, Ruoyu Xiang, Mingquan Lin, Prayag Tiwari, Jimin Huang, Guojun Xiong, Sophia Ananiadou

CoRR, November, 2025

When Agents Trade: Live Multi-Market Trading Benchmark for LLM Agents.

Lingfei Qian, Xueqing Peng, Yan Wang, Vincent Jim Zhang, Huan He, Hanley Smith, Yi Han, Yueru He, Haohang Li, Yupeng Cao, Yangyang Yu, Alejandro Lopez-Lira, Peng Lu, Jian-Yun Nie, Guojun Xiong, Jimin Huang, Sophia Ananiadou

CoRR, October, 2025

FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs.

Yan Wang, Keyi Wang, Shanshan Yang, Jaisal Patel, Jeff Zhao, Fengran Mo, Xueqing Peng, Lingfei Qian, Jimin Huang, Guojun Xiong, Xiao-Yang Liu, Jian-Yun Nie

CoRR, October, 2025

Memorization in Large Language Models in Medicine: Prevalence, Characteristics, and Implications.

Anran Li, Lingfei Qian, Mengmeng Du, Yu Yin, Yan Hu, Zihao Sun, Yihang Fu, Erica Stutz, Xuguang Ai, Qianqian Xie, Rui Zhu, Jimin Huang, Yifan Yang, Siru Liu, Yih-Chung Tham, Lucila Ohno-Machado, Hyunghoon Cho, Zhiyong Lu, Hua Xu, Qingyu Chen

CoRR, September, 2025

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, Yilun Zhao, Zhiwei Liu, Peng Lu, Jerry Huang, Suyuchen Wang, Triantafillos Papadopoulos, Polydoros Giannouris, Efstathia Soufleri, Nuo Chen, Guojun Xiong, Zhiyang Deng, Yijia Zhao, Mingquan Lin, Meikang Qiu, Kaleb E. Smith, Arman Cohan, Xiao-Yang Liu, Jimin Huang, Alejandro Lopez-Lira, Xi Chen, Junichi Tsujii, Jian-Yun Nie, Sophia Ananiadou, Qianqian Xie

CoRR, June, 2025

MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs.

Zhiwei Liu, Lingfei Qian, Qianqian Xie, Jimin Huang, Kailai Yang, Sophia Ananiadou

CoRR, May, 2025

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, May, 2025

MRDCA: a multimodal approach for fine-grained fake news detection through integration of RoBERTa and DenseNet based upon fusion mechanism of co-attention.

Lingfei Qian, Ruipeng Xu, Zhipeng Zhou

Ann. Oper. Res., May, 2025

OrdRankBen: A Novel Ranking Benchmark for Ordinal Relevance in NLP.

Yan Wang, Lingfei Qian, Xueqing Peng, Jimin Huang, Dongji Feng

CoRR, March, 2025

Fino1: On the Transferability of Reasoning Enhanced LLMs to Finance.

Lingfei Qian, Weipeng Zhou, Yan Wang, Xueqing Peng, Jimin Huang, Qianqian Xie

CoRR, February, 2025

Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models.

Mengxi Xiao, Zihao Jiang, Lingfei Qian, Zhengyu Chen, Yueru He, Yijing Xu, Yuechen Jiang, Dong Li, Ruey-Ling Weng, Min Peng, Jimin Huang, Sophia Ananiadou, Qianqian Xie

CoRR, February, 2025

Medical foundation large language models for comprehensive text analysis and beyond.

Qianqian Xie, Qingyu Chen, Aokun Chen, Cheng Peng, Yan Hu, Fongci Lin, Xueqing Peng, Jimin Huang, Jeffrey Zhang, Vipina Kuttichi Keloth, Xinyu Zhou, Lingfei Qian, Huan He, Dennis L. Shung, Lucila Ohno-Machado, Yonghui Wu, Hua Xu, Jiang Bian

npj Digit. Medicine, 2025

CDEMapper: enhancing National Institutes of Health common data element use with large language models.

Yan Wang, Jimin Huang, Huan He, Vincent Zhang, Yujia Zhou, Xubing Hao, Pritham Ram, Lingfei Qian, Qianqian Xie, Ruey-Ling Weng, Fongci Lin, Yan Hu, Licong Cui, Xiaoqian Jiang, Hua Xu, Na Hong

J. Am. Medical Informatics Assoc., 2025

Clinical Trial Eligibility Criteria Decomposition and Parsing with Large Language Models.

Hongyu Chen, Lingfei Qian, Xing He, Aokun Chen, Yu Huang, Qinling Gou, Yuxuan Wang, Yan Wang, Xuguang Ai, Yujia Zhou, Inessa Cohen, Qingyu Chen, Hua Xu, Jiang Bian

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

A Novel Prompt Engineering Framework of Large Language Models for Detecting Gout Flares.

Lingfei Qian, Qinhan Hu, Qianqian Xie, Eugenia Yupei Chock, Hua Xu, Hong Na

Proceedings of the 13th IEEE International Conference on Healthcare Informatics, 2025

Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance.

Xueqing Peng, Triantafillos Papadopoulos, Efstathia Soufleri, Polydoros Giannouris, Ruoyu Xiang, Yan Wang, Lingfei Qian, Jimin Huang, Qianqian Xie, Sophia Ananiadou

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent.

Haohang Li, Yupeng Cao, Yangyang Yu, Shashidhar Reddy Javaji, Zhiyang Deng, Yueru He, Yuechen Jiang, Zining Zhu, K. P. Subbalakshmi, Jimin Huang, Lingfei Qian, Xueqing Peng, Jordan W. Suchow, Qianqian Xie

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent.

Haohang Li, Yupeng Cao, Yangyang Yu, Shashidhar Reddy Javaji, Zhiyang Deng, Yueru He, Yuechen Jiang, Zining Zhu, Koduvayur Subbalakshmi, Guojun Xiong, Jimin Huang, Lingfei Qian, Xueqing Peng, Qianqian Xie, Jordan W. Suchow

CoRR, 2024

CDEMapper: Enhancing NIH Common Data Element Normalization using Large Language Models.

Yan Wang, Jimin Huang, Huan He, Vincent J. Zhang, Yujia Zhou, Xubing Hao, Pritham Ram, Lingfei Qian, Qianqian Xie, Ruey-Ling Weng, Fongci Lin, Yan Hu, Licong Cui, Xiaoqian Jiang, Hua Xu, Na Hong

CoRR, 2024

2023

Multi-perspective respondent representations for answer ranking in community question answering.

Lingfei Qian, Jian Wang, Hongfei Lin, Liang Yang

Inf. Sci., May, 2023

Fault Diagnosis Combining Power Grid and Communication System Based on Graph Neural Network.

Lingfei Qian, Zixin Zhou, Xinzhong Cai, Pengyu Zhu

Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

2022

Heterogeneous information network embedding based on multiperspective metapath for question routing.

Lingfei Qian, Jian Wang, Hongfei Lin, Bo Xu, Liang Yang

Knowl. Based Syst., 2022

Multi-hop interactive attention based classification network for expert recommendation.

Lingfei Qian, Jian Wang, Hongfei Lin, Liang Yang, Yu Zhang

Neurocomputing, 2022

2021

HAN-ReGRU: hierarchical attention network with residual gated recurrent unit for emotion recognition in conversation.

Hui Ma, Jian Wang, Lingfei Qian, Hongfei Lin

Neural Comput. Appl., 2021

2017

First Place Solution for NLPCC 2017 Shared Task Social Media User Modeling.

Lingfei Qian, Anran Wang, Yan Wang, Yuhang Huang, Jian Wang, Hongfei Lin

Proceedings of the Natural Language Processing and Chinese Computing, 2017