First Place Solution for NLPCC 2017 Shared Task Social Media User Modeling. - Lingfei Qian; Anran Wang 003; Yan Wang; Yuhang Huang; Jian Wang 021; Hongfei Lin (NLPCC, 2017)

HAN-ReGRU: hierarchical attention network with residual gated recurrent unit for emotion recognition in conversation. - Hui Ma; Jian Wang 021; Lingfei Qian; Hongfei Lin (Neural Comput. Appl., 2021)

Multi-hop interactive attention based classification network for expert recommendation. - Lingfei Qian; Jian Wang 021; Hongfei Lin; Liang Yang 003; Yu Zhang (Neurocomputing, 2022)

Heterogeneous information network embedding based on multiperspective metapath for question routing. - Lingfei Qian; Jian Wang 021; Hongfei Lin; Bo Xu 009; Liang Yang 003 (Knowl. Based Syst., 2022)

Fault Diagnosis Combining Power Grid and Communication System Based on Graph Neural Network. - Lingfei Qian; Zixin Zhou; Xinzhong Cai; Pengyu Zhu (ICCT, 2023)

Multi-perspective respondent representations for answer ranking in community question answering. - Lingfei Qian; Jian Wang 021; Hongfei Lin; Liang Yang 003 (Inf. Sci., 2023)

CDEMapper: Enhancing NIH Common Data Element Normalization using Large Language Models. - Yan Wang; Jimin Huang; Huan He; Vincent J. Zhang; Yujia Zhou 003; Xubing Hao; Pritham Ram; Lingfei Qian; Qianqian Xie; Ruey-Ling Weng; Fongci Lin; Yan Hu; et al. (CoRR, 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 005; Koduvayur Subbalakshmi; Guojun Xiong; Jimin Huang; Lingfei Qian; et al. (CoRR, 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 005; K. P. Subbalakshmi; Jimin Huang; Lingfei Qian; Xueqing Peng; et al. (ACL (1), 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 001; Hong Na (ICHI, 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 003; Xubing Hao; Pritham Ram; Lingfei Qian; Qianqian Xie; Ruey-Ling Weng; Fongci Lin; Yan Hu; et al. (J. Am. Medical Informatics Assoc., 2025)

Medical foundation large language models for comprehensive text analysis and beyond. - Qianqian Xie; Qingyu Chen 001; Aokun Chen; Cheng Peng 009; Yan Hu; Fongci Lin; Xueqing Peng; Jimin Huang; Jeffrey Zhang 010; Vipina Kuttichi Keloth; Xinyu Zhou; Lingfei Qian; et al. (npj Digit. Medicine, 2025)

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)

Fino1: On the Transferability of Reasoning Enhanced LLMs to Finance. - Lingfei Qian; Weipeng Zhou; Yan Wang; Xueqing Peng; Jimin Huang; Qianqian Xie (CoRR, 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 (CoRR, 2025)

OrdRankBen: A Novel Ranking Benchmark for Ordinal Relevance in NLP. - Yan Wang; Lingfei Qian; Xueqing Peng; Jimin Huang; Dongji Feng (CoRR, 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., 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, 2025)

MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs. - Zhiwei Liu 001; Lingfei Qian; Qianqian Xie; Jimin Huang; Kailai Yang; Sophia Ananiadou (CoRR, 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; et al. (CoRR, 2025)