| 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 |
| 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 | IJCNN | MIPO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation Learning. | Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Chengqi Zhang, Allison Clarke, Clement Schlegel |
| 2025 | IJCNN | Improving Medical Question Summarization through Re-ranking. | Sibo Wei, Xueping Peng, Yan Jiang, Zhao Li, Yan Liu, Zhiqiang Wang, Wenpeng Lu |
| 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 |
| 2025 | WWW | Time-aware Medication Recommendation via Intervention of Dynamic Treatment Regimes. | Yishuo Li, Qi Zhang, Wenpeng Lu, Xueping Peng, Weiyu Zhang, Jiasheng Si, Yongshun Gong, Liang Hu |
| 2025 | WWW | MedShort: Medicine Shortage Detection on Social Media with Privacy Preservation. | Xueping Peng, Peng Yan, Tao Shen, Ming Xie, Guodong Long |
| 2024 | CIKM | Time-Series Representation Learning via Dual Reference Contrasting. | Rui Yu, Yongshun Gong, Shoujin Wang, Jiasheng Si, Xueping Peng, Bing Xu, 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 | CSCWD | Multi-Channel Hypergraph Network for Sequential Diagnosis Prediction in Healthcare. | Xin Zhang, Xueping Peng, Weimin Chen, Weiyu Zhang, Xiaoqiang Ren, Wenpeng Lu |
| 2024 | CSCWD | Thinking the Importance of Patient's Chief Complaint in TCM Syndrome Differentiation. | Zhizhuo Zhao, Xueping Peng, Yong Li, Hao Wu, Weiyu Zhang, Wenpeng Lu |
| 2024 | EMNLP | Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information. | Guobiao Zhang, Xueping Peng, Tao Shen, Guodong Long, Jiasheng Si, Libo Qin, Wenpeng Lu |
| 2024 | IJCNN | Self-KT: Self-attentive Knowledge Tracing with Feature Fusion Pre-training in Online Education. | Guoqiang Lu, Ke Niu, Xueping Peng, Yuhang Zhou, Ke Zhang, Wenjuan Tai |
| 2023 | ADMA | Multi-level Transformer for Cancer Outcome Prediction in Large-Scale Claims Data. | Leah Gerrard, Xueping Peng, Allison Clarke, Guodong Long |
| 2023 | ADMA | Soft Prompt Transfer for Zero-Shot and Few-Shot Learning in EHR Understanding. | Yang Wang, Xueping Peng, Tao Shen, Allison Clarke, Clement Schlegel, Paul Martin, Guodong Long |
| 2023 | DASFAA | Intention-Aware User Modeling for Personalized News Recommendation. | Rongyao Wang, Shoujin Wang, Wenpeng Lu, Xueping Peng, Weiyu Zhang, Chaoqun Zheng, Xinxiao Qiao |
| 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 | COLING | Word Sense Disambiguation with Knowledge-Enhanced and Local Self-Attention-based Extractive Sense Comprehension. | Guobiao Zhang, Wenpeng Lu, Xueping Peng, Shoujin Wang, Baoshuo Kan, Rui Yu |
| 2022 | DSAA | A Systematical Evaluation for Next-Basket Recommendation Algorithms. | Zhufeng Shao, Shoujin Wang, Qian Zhang, Wenpeng Lu, Zhao Li, Xueping Peng |
| 2022 | ICASSP | News Recommendation Via Multi-Interest News Sequence Modelling. | Rongyao Wang, Shoujin Wang, Wenpeng Lu, Xueping Peng |
| 2022 | IJCNN | Correlation Encoder-Decoder Model for Text Generation. | Xu Zhang, Yifeng Li, Xueping Peng, Xinxiao Qiao, Hui Zhang, Wenpeng Lu |
| 2022 | IJCNN | Chinese Sentence Matching with Multiple Alignments and Feature Augmentation. | Youhui Zuo, Xueping Peng, Wenpeng Lu, Shoujin Wang, Zhao Li, Weiyu Zhang, Yi Zhai |
| 2022 | KSEM | Word Sense Disambiguation Based on Memory Enhancement Mechanism. | Baoshuo Kan, Wenpeng Lu, Xueping Peng, Shoujin Wang, Guobiao Zhang, Weiyu Zhang, Xinxiao Qiao |
| 2022 | PAKDD | Rethinking Adjacent Dependency in Session-Based Recommendations. | Qian Zhang, Shoujin Wang, Wenpeng Lu, Chong Feng, Xueping Peng, Qingxiang Wang |
| 2021 | ICDM | Sequential Diagnosis Prediction with Transformer and Ontological Representation. | Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang |
| 2021 | KSEM | Readmission Prediction with Knowledge Graph Attention and RNN-Based Ordinary Differential Equations. | Su Pei, Ke Niu, Xueping Peng, Jingni Zeng |
| 2020 | ICDM | BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes. | Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang, Chengqi Zhang |
| 2019 | ADMA | Prediction for Student Academic Performance Using SMNaive Bayes Model. | Baoting Jia, Ke Niu, Xia Hou, Ning Li, Xueping Peng, Peipei Gu, Ran Jia |
| 2019 | AusDM | Interactive Deep Metric Learning for Healthcare Cohort Discovery. | Yang Wang, Guodong Long, Xueping Peng, Allison Clarke, Robin Stevenson, Leah Gerrard |
| 2019 | ICDM | Temporal Self-Attention Network for Medical Concept Embedding. | Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang, Michael Blumenstein |
| 2019 | IJCNN | Attentive Dual Embedding for Understanding Medical Concepts in Electronic Health Records. | Xueping Peng, Guodong Long, Shirui Pan, Jing Jiang, Zhendong Niu |
| 2019 | ICSR | ACO-RR: Ant Colony Optimization Ridge Regression in Reuse of Smart City System. | Qiaoyun Yin, Ke Niu, Ning Li, Xueping Peng, Yijie Pan |
| 2012 | ICDM | Fine-grained Product Features Extraction and Categorization in Reviews Opinion Mining. | Sheng Huang, Xinlan Liu, Xueping Peng, Zhendong Niu |
| 2009 | WISE | Query Expansion Based on Query Log and Small World Characteristic. | Yunjuan Cao, Xueping Peng, Kun Zhao, Zhendong Niu, Gx Xu, Weiqiang Wang |