Xueqing Peng

According to our database, Xueqing Peng authored at least 41 papers between 2021 and 2026.

Collaborative distances:

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

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

SAHM: A Benchmark for Arabic Financial and Shari'ah-Compliant Reasoning.

Rania Elbadry, Sarfraz Ahmad, Ahmed Heakl, Dani Bouch, Momina Ahsan, Muhra AlMahri, Marwa Elsaid Khalil, Yuxia Wang, Salem Lahlou, Sophia Ananiadou, Veselin Stoyanov, Jimin Huang, Xueqing Peng, Preslav Nakov, Zhuohan Xie

CoRR, April, 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

FinReporting: An Agentic Workflow for Localized Reporting of Cross-Jurisdiction Financial Disclosures.

Fan Zhang, Mingzi Song, Rania Elbadry, Yankai Chen, Shaobo Wang, Yixi Zhou, Xunwen Zheng, Yueru He, Yuyang Dai, Georgi Georgiev, Ayesha Gull, Muhammad Usman Safder, Fan Wu, Liyuan Meng, Fengxian Ji, Junning Zhao, Xueqing Peng, Jimin Huang, Yu Chen, Xue Liu, Preslav Nakov, Zhuohan Xie

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

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

AcuKG: a comprehensive knowledge graph for medical acupuncture.

Yiming Li, Xueqing Peng, Suyuan Peng, Jianfu Li, Donghong Pei, Qin Zhang, Yiwei Lu, Yan Hu, Fang Li, Li Zhou, Yongqun He, Cui Tao, Hua Xu, Na Hong

J. Am. Medical Informatics Assoc., 2026

Information extraction from clinical notes: are we ready to switch to large language models?

Yan Hu, Xu Zuo, Yujia Zhou, Xueqing Peng, Jimin Huang, Vipina Kuttichi Keloth, Vincent J. Zhang, Ruey-Ling Weng, Cathy Shyr, Qingyu Chen, Xiaoqian Jiang, Kirk E. Roberts, Hua Xu

J. Am. Medical Informatics Assoc., 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

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

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

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

DNFE: Directed network flow entropy for detecting tipping points during biological processes.

Xueqing Peng, Rui Qiao, Peiluan Li, Luonan Chen

PLoS Comput. Biol., 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

SemNovel - A new approach to detecting semantic novelty of biomedical publications using embeddings of large language models.

Xueqing Peng, Yutong Xie, Huan He, Brian D. Ondov, Kalpana Raja, Qijia Liu, Qiaozhu Mei, Hua Xu

J. Biomed. Informatics, 2025

TopicForest: embedding-driven hierarchical clustering and labeling for biomedical literature.

Chia-Hsuan Chang, Brian D. Ondov, Bin Choi, Xueqing Peng, Huan He, Hua Xu

J. Biomed. Informatics, 2025

PheCatcher: Leveraging LLM-Generated Synthetic Data for Automated Phenotype Definition Extraction from Biomedical Literature.

Yan Hu, Na Hong, Yiming Li, Xueqing Peng, Yong Chen, Hua Xu

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

FLAG-TRADER: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading.

Guojun Xiong, Zhiyang Deng, Keyi Wang, Yupeng Cao, Haohang Li, Yangyang Yu, Xueqing Peng, Mingquan Lin, Kaleb E. Smith, Xiao-Yang Liu, Jimin Huang, Sophia Ananiadou, Qianqian Xie

Proceedings of the Findings of the Association for Computational Linguistics, 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

MIWE: detecting the critical states of complex biological systems by the mutual information weighted entropy.

Yuke Xie, Xueqing Peng, Peiluan Li

BMC Bioinform., December, 2024

Specific network information gain for detecting the critical state of colorectal cancer based on gut microbiome.

Xueqing Peng, Rong Gao, Jing Ren, Jianbo Lu, Xu Ma, Peiluan Li

Briefings Bioinform., January, 2024

Relation extraction using large language models: a case study on acupuncture point locations.

Yiming Li, Xueqing Peng, Jianfu Li, Xu Zuo, Suyuan Peng, Donghong Pei, Cui Tao, Hua Xu, Na Hong

J. Am. Medical Informatics Assoc., 2024

Improving large language models for clinical named entity recognition via prompt engineering.

Yan Hu, Qingyu Chen, Jingcheng Du, Xueqing Peng, Vipina Kuttichi Keloth, Xu Zuo, Yujia Zhou, Zehan Li, Xiaoqian Jiang, Zhiyong Lu, Kirk Roberts, Hua Xu

J. Am. Medical Informatics Assoc., 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

Information Extraction from Clinical Notes: Are We Ready to Switch to Large Language Models?

Yan Hu, Xu Zuo, Yujia Zhou, Xueqing Peng, Jimin Huang, Vipina Kuttichi Keloth, Vincent J. Zhang, Ruey-Ling Weng, Qingyu Chen, Xiaoqian Jiang, Kirk E. Roberts, Hua Xu

CoRR, 2024

Me LLaMA: Foundation Large Language Models for Medical Applications.

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

CoRR, 2024

Advancing entity recognition in biomedicine via instruction tuning of large language models.

Vipina Kuttichi Keloth, Yan Hu, Qianqian Xie, Xueqing Peng, Yan Wang, Andrew Zheng, Melih Selek, Kalpana Raja, Chih-Hsuan Wei, Qiao Jin, Zhiyong Lu, Qingyu Chen, Hua Xu

Bioinform., 2024

2023

Large language models in biomedical natural language processing: benchmarks, baselines, and recommendations.

Qingyu Chen, Jingcheng Du, Yan Hu, Vipina Kuttichi Keloth, Xueqing Peng, Kalpana Raja, Rui Zhang, Zhiyong Lu, Hua Xu

CoRR, 2023

Zero-shot Clinical Entity Recognition using ChatGPT.

Yan Hu, Iqra Ameer, Xu Zuo, Xueqing Peng, Yujia Zhou, Zehan Li, Yiming Li, Jianfu Li, Xiaoqian Jiang, Hua Xu

CoRR, 2023

Development of a Natural Language Processing Tool to Extract Acupuncture Point Location Terms.

Yiming Li, Xueqing Peng, Jianfu Li, Suyuan Peng, Donghong Pei, Cui Tao, Hua Xu, Na Hong

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

2021

DeepSDM: Boundary-aware pneumothorax segmentation in chest X-ray images.

Yunpeng Wang, Kang Wang, Xueqing Peng, Lili Shi, Jing Sun, Shibao Zheng, Fei Shan, Weiya Shi, Lei Liu

Neurocomputing, 2021