| 2026 | ACL | JointCoder: Exploring Automated ICD Coding on Real-World Chinese EHRs with a Multi-Agent Framework. | Kangjun Liu, Zhenyu Li, Jianlei Wang, Hongjiao Guan, Ying Lian, Guoqiang Chen, Tao Xin, Wenpeng Lu |
| 2026 | ACL | SOAPTriage: SOAP-Guided Multi-View Clinical Text Modeling Framework for Automated ESI Prediction. | Enming Wang, Jianlei Wang, Xueping Peng, Hongjiao Guan, Yinglong Wang, Sibo Wei, Jianbin Guo, Ruifeng Xu, Wenpeng Lu |
| 2026 | ACL | D²-RAG: Dual-Decision Retrieval-Augmented Generation via Multi-Dimensional Uncertainty and Utility-Aware Decoding. | Jinshuo Zhang, Xiaoding Zhou, Weiyu Zhang, Guoqiang Chen, Ying Lian, Xiaoyang Meng, Yonghe Chen, Hongjiao Guan, Jiasheng Si, Wenpeng Lu |
| 2025 | ICASSP | HiRes: Hierarchical Feature Optimization and Rescorer for Automatic ICD Coding. | Zhenpeng Liang, Hongjiao Guan, Wenpeng Lu, Xueping Peng, Bing Xu, Muyun Yang |
| 2025 | PAKDD | MedConMA: A Confidence-Driven Multi-agent Framework for Medical Q&A. | Rui Wang, Yonghe Chen, Weiyu Zhang, Jiasheng Si, Hongjiao Guan, Xueping Peng, Wenpeng Lu |
| 2024 | COLING | Medical Entity Disambiguation with Medical Mention Relation and Fine-grained Entity Knowledge. | Wenpeng Lu, Guobiao Zhang, Xueping Peng, Hongjiao Guan, Shoujin Wang |
| 2024 | CSCWD | Multi-view Contrastive Learning for Medical Question Summarization. | Sibo Wei, Xueping Peng, Hongjiao Guan, Lina Geng, Ping Jian, Hao Wu, Wenpeng Lu |
| 2024 | ICASSP | Filter-Enhanced Hypergraph Transformer for Multi-Behavior Sequential Recommendation. | Zhufeng Shao, Shoujin Wang, Wenpeng Lu, Weiyu Zhang, Hongjiao Guan, Long Zhao |
| 2023 | ICANN | Ga-RFR: Recurrent Feature Reasoning with Gated Convolution for Chinese Inscriptions Image Inpainting. | Long Zhao, Yuhao Lou, Zonglong Yuan, Xiangjun Dong, Xiaoqiang Ren, Hongjiao Guan |
| 2023 | ICPADS | Fusion of Dynamic Hypergraph and Clinical Event for Sequential Diagnosis Prediction. | Xin Zhang, Xueping Peng, Hongjiao Guan, Long Zhao, Xinxiao Qiao, Wenpeng Lu |
| 2022 | ICPR | Dual Self-Paced SMOTE for Imbalanced Data. | Yangguang Shao, Yingying Sun, Hongjiao Guan |
| 2021 | ACML | ExNN-SMOTE: Extended Natural Neighbors Based SMOTE to Deal with Imbalanced Data. | Hongjiao Guan, Bin Ma, Yingtao Zhang, Xianglong Tang |
| 2021 | DSAA | A Generalized Optimization Embedded Framework of Undersampling Ensembles for Imbalanced Classification. | Hongjiao Guan, Yingtao Zhang, Bin Ma, Jian Li, Chunpeng Wang |
| 2016 | ICPR | WENN for individualized cleaning in imbalanced data. | Hongjiao Guan, Yingtao Zhang, Min Xian, Heng-Da Cheng, Xianglong Tang |