The Research of the Personalization. - Xueping Peng; Zhendong Niu (Web Intelligence/IAT Workshops, 2007)

Query Expansion Based on Query Log and Small World Characteristic. - Yunjuan Cao; Xueping Peng; Kun Zhao; Zhendong Niu; Gx Xu; Weiqiang Wang (WISE, 2009)

A Discretization Algorithm of Numerical Attributes for Digital Library Evaluation Based on Data Mining Technology. - Yumin Zhao; Zhendong Niu; Xueping Peng; Lin Dai (ICADL, 2011)

News topic detection based on hierarchical clustering and named entity. - Sheng Huang; Xueping Peng; Zhendong Niu (NLPKE, 2011)

Fine-grained Product Features Extraction and Categorization in Reviews Opinion Mining. - Sheng Huang; Xinlan Liu; Xueping Peng; Zhendong Niu (ICDM Workshops, 2012)

Personalized Web Search Using Clickthrough Data and Web Page Rating. - Xueping Peng; Zhendong Niu; Sheng Huang; Yumin Zhao (J. Comput., 2012)

Enhanced web log based recommendation by personalized retrieval - Xueping Peng (2014)

Discovering Sequential Rental Patterns by Fleet Tracking. - Xinxin Jiang; Xueping Peng; Guodong Long (ICDS, 2015)

Prediction for Student Academic Performance Using SMNaive Bayes Model. - Baoting Jia; Ke Niu 002; Xia Hou; Ning Li 024; Xueping Peng; Peipei Gu; Ran Jia (ADMA, 2019)

Interactive Deep Metric Learning for Healthcare Cohort Discovery. - Yang Wang 002; Guodong Long; Xueping Peng; Allison Clarke; Robin Stevenson; Leah Gerrard (AusDM, 2019)

Temporal Self-Attention Network for Medical Concept Embedding. - Xueping Peng; Guodong Long; Tao Shen 001; Sen Wang 001; Jing Jiang 002; Michael Blumenstein (ICDM, 2019)

ACO-RR: Ant Colony Optimization Ridge Regression in Reuse of Smart City System. - Qiaoyun Yin; Ke Niu 002; Ning Li 024; Xueping Peng; Yijie Pan (ICSR, 2019)

Attentive Dual Embedding for Understanding Medical Concepts in Electronic Health Records. - Xueping Peng; Guodong Long; Shirui Pan; Jing Jiang 002; Zhendong Niu (IJCNN, 2019)

UTSP: User-Based Two-Step Recommendation With Popularity Normalization Towards Diversity and Novelty. - Ke Niu 002; Xiangyu Zhao 004; Fangfang Li; Ning Li 024; Xueping Peng; Wei Chen 042 (IEEE Access, 2019)

BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes. - Xueping Peng; Guodong Long; Tao Shen 001; Sen Wang 001; Jing Jiang 002; Chengqi Zhang (ICDM, 2020)

Self-attention Enhanced Patient Journey Understanding in Healthcare System. - Xueping Peng; Guodong Long; Tao Shen 001; Sen Wang 001; Jing Jiang 002 (ECML/PKDD (3), 2020)

Multichannel Deep Attention Neural Networks for the Classification of Autism Spectrum Disorder Using Neuroimaging and Personal Characteristic Data. - Ke Niu 002; Jiayang Guo; Yijie Pan; Xin Gao 001; Xueping Peng; Ning Li 024; Hailong Li (Complex., 2020)

Sequential Diagnosis Prediction with Transformer and Ontological Representation. - Xueping Peng; Guodong Long; Tao Shen 001; Sen Wang 001; Jing Jiang 002 (ICDM, 2021)

Readmission Prediction with Knowledge Graph Attention and RNN-Based Ordinary Differential Equations. - Su Pei; Ke Niu 002; Xueping Peng; Jingni Zeng (KSEM, 2021)

Chinese clinical named entity recognition based on stacked neural network. - Ruoyu Zhang; Wenpeng Lu; Shoujin Wang; Xueping Peng; Rui Yu 005; Yuan Gao (Concurr. Comput. Pract. Exp., 2021)

MIMO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation Learning. - Xueping Peng; Guodong Long; Tao Shen 001; Sen Wang 001; Zhendong Niu; Chengqi Zhang (CoRR, 2021)

Predicting Outcomes for Cancer Patients with Transformer-Based Multi-task Learning. - Leah Gerrard; Xueping Peng; Allison Clarke; Clement Schlegel; Jing Jiang 002 (AI, 2022)

Machine Teaching-Based Efficient Labelling for Cross-unit Healthcare Data Modelling. - Yang Wang 002; Xueping Peng; Allison Clarke; Clement Schlegel; Jing Jiang 002 (AI, 2022)

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 005 (COLING, 2022)

A Systematical Evaluation for Next-Basket Recommendation Algorithms. - Zhufeng Shao; Shoujin Wang; Qian Zhang 070; Wenpeng Lu; Zhao Li; Xueping Peng (DSAA, 2022)

News Recommendation Via Multi-Interest News Sequence Modelling. - Rongyao Wang; Shoujin Wang; Wenpeng Lu; Xueping Peng (ICASSP, 2022)

Multi-modal Intermediate Fusion Model for diagnosis prediction. - You Lu; Ke Niu 002; Xueping Peng; Jingni Zeng; Su Pei (ICIAI, 2022)

Correlation Encoder-Decoder Model for Text Generation. - Xu Zhang 053; Yifeng Li 001; Xueping Peng; Xinxiao Qiao; Hui Zhang; Wenpeng Lu (IJCNN, 2022)

Chinese Sentence Matching with Multiple Alignments and Feature Augmentation. - Youhui Zuo; Xueping Peng; Wenpeng Lu; Shoujin Wang; Zhao Li; Weiyu Zhang 001; Yi Zhai (IJCNN, 2022)

Word Sense Disambiguation Based on Memory Enhancement Mechanism. - Baoshuo Kan; Wenpeng Lu; Xueping Peng; Shoujin Wang; Guobiao Zhang; Weiyu Zhang 001; Xinxiao Qiao (KSEM (2), 2022)

Rethinking Adjacent Dependency in Session-Based Recommendations. - Qian Zhang 070; Shoujin Wang; Wenpeng Lu; Chong Feng; Xueping Peng; Qingxiang Wang (PAKDD (3), 2022)

P-ResUnet: Segmentation of brain tissue with Purified Residual Unet. - Ke Niu 002; Zhongmin Guo; Xueping Peng; Su Pei (Comput. Biol. Medicine, 2022)

A multi-head self-attention deep learning approach for detection and recommendation of neuromagnetic high frequency oscillations in epilepsy. - Xiangyu Zhao 004; Xueping Peng; Ke Niu 002; Hailong Li; Lili He 003; Feng Yang; Ting Wu; Duo Chen; Qiusi Zhang; Menglin Ouyang; Jiayang Guo; Yijie Pan (Frontiers Neuroinformatics, 2022)

Fusion of sequential visits and medical ontology for mortality prediction. - Ke Niu 002; You Lu; Xueping Peng; Jingni Zeng (J. Biomed. Informatics, 2022)

Aspect-Driven User Preference and News Representation Learning for News Recommendation. - Wenpeng Lu; Rongyao Wang; Shoujin Wang; Xueping Peng; Hao Wu 066; Qian Zhang 070 (IEEE Trans. Intell. Transp. Syst., 2022)

Multi-granularity interaction model based on pinyins and radicals for Chinese semantic matching. - Pengyu Zhao; Wenpeng Lu; Shoujin Wang; Xueping Peng; Ping Jian; Hao Wu 066; Weiyu Zhang 001 (World Wide Web, 2022)

Multi-level Transformer for Cancer Outcome Prediction in Large-Scale Claims Data. - Leah Gerrard; Xueping Peng; Allison Clarke; Guodong Long (ADMA (3), 2023)

Soft Prompt Transfer for Zero-Shot and Few-Shot Learning in EHR Understanding. - Yang Wang 002; Xueping Peng; Tao Shen 001; Allison Clarke; Clement Schlegel; Paul Martin 014; Guodong Long (ADMA (3), 2023)

Intention-Aware User Modeling for Personalized News Recommendation. - Rongyao Wang; Shoujin Wang; Wenpeng Lu; Xueping Peng; Weiyu Zhang 001; Chaoqun Zheng; Xinxiao Qiao (DASFAA (2), 2023)

Fusion of Dynamic Hypergraph and Clinical Event for Sequential Diagnosis Prediction. - Xin Zhang; Xueping Peng; Hongjiao Guan; Long Zhao 002; Xinxiao Qiao; Wenpeng Lu (ICPADS, 2023)

News Recommendation via Jointly Modeling Event Matching and Style Matching. - Pengyu Zhao; Shoujin Wang; Wenpeng Lu; Xueping Peng; Weiyu Zhang 001; Chaoqun Zheng; Yonggang Huang (ECML/PKDD (4), 2023)

Medical Question Summarization with Entity-driven Contrastive Learning. - Sibo Wei; Wenpeng Lu; Xueping Peng; Shoujin Wang; Yi-Fei Wang; Weiyu Zhang 001 (CoRR, 2023)

An empirical study of next-basket recommendations. - Zhufeng Shao; Shoujin Wang; Qian Zhang 070; Wenpeng Lu; Zhao Li; Xueping Peng (CoRR, 2023)

DuCL: Dual-stage contrastive learning framework for Chinese semantic textual matching. - Youhui Zuo; Wenpeng Lu; Xueping Peng; Shoujin Wang; Weiyu Zhang 001; Xinxiao Qiao (Comput. Electr. Eng., 2023)

Intensive Care Unit readmission prediction with correlation enhanced multi-task learning. - Ke Niu 002; Su Pei; Xueping Peng; Jingni Zeng; Ke Zhang (Comput. Electr. Eng., 2023)

CNN autoencoders and LSTM-based reduced order model for student dropout prediction. - Ke Niu 002; GuoQiang Lu; Xueping Peng; Yuhang Zhou; Jingni Zeng; Ke Zhang (Neural Comput. Appl., 2023)

Application of Social Sensors in Natural Disasters Emergency Management: A Review. - Kaize Shi; Xueping Peng; Hao Lu 002; Yifan Zhu 001; Zhendong Niu (IEEE Trans. Comput. Soc. Syst., 2023)

Claimsformer: Pretrained Transformer for Administrative Claims Data to Predict Chronic Conditions. - Leah Gerrard; Xueping Peng; Allison Clarke; Guodong Long (AI (2), 2024)

Generating Personalized Imputations for Patient Health Status Prediction in Electronic Health Records. - Yang Liu; Weiyu Zhang 001; Jiasheng Si; Zhao Li; Xueping Peng; Wenpeng Lu (BIBM, 2024)

Time-Series Representation Learning via Dual Reference Contrasting. - Rui Yu 005; Yongshun Gong; Shoujin Wang; Jiasheng Si; Xueping Peng; Bing Xu; Wenpeng Lu (CIKM, 2024)

Medical Entity Disambiguation with Medical Mention Relation and Fine-grained Entity Knowledge. - Wenpeng Lu; Guobiao Zhang; Xueping Peng; Hongjiao Guan; Shoujin Wang (LREC/COLING, 2024)

Multi-view Contrastive Learning for Medical Question Summarization. - Sibo Wei; Xueping Peng; Hongjiao Guan; Lina Geng; Ping Jian; Hao Wu 066; Wenpeng Lu (CSCWD, 2024)

Multi-Channel Hypergraph Network for Sequential Diagnosis Prediction in Healthcare. - Xin Zhang; Xueping Peng; Weimin Chen; Weiyu Zhang 001; Xiaoqiang Ren; Wenpeng Lu (CSCWD, 2024)

Thinking the Importance of Patient's Chief Complaint in TCM Syndrome Differentiation. - Zhizhuo Zhao; Xueping Peng; Yong Li; Hao Wu 066; Weiyu Zhang 001; Wenpeng Lu (CSCWD, 2024)

Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information. - Guobiao Zhang; Xueping Peng; Tao Shen 001; Guodong Long; Jiasheng Si; Libo Qin 001; Wenpeng Lu (EMNLP (Findings), 2024)

Self-KT: Self-attentive Knowledge Tracing with Feature Fusion Pre-training in Online Education. - Guoqiang Lu; Ke Niu 002; Xueping Peng; Yuhang Zhou; Ke Zhang; Wenjuan Tai (IJCNN, 2024)

BianCang: A Traditional Chinese Medicine Large Language Model. - Sibo Wei; Xueping Peng; Yi-fei Wang; Jiasheng Si; Weiyu Zhang 001; Wenpeng Lu; Xiaoming Wu; Yinglong Wang (CoRR, 2024)

Medical Question Summarization with Entity-driven Contrastive Learning. - Wenpeng Lu; Sibo Wei; Xueping Peng; Yi-Fei Wang; Usman Naseem; Shoujin Wang (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2024)

Multiple Knowledge-Enhanced Meteorological Social Briefing Generation. - Kaize Shi; Xueping Peng; Hao Lu 002; Yifan Zhu 001; Zhendong Niu (IEEE Trans. Comput. Soc. Syst., 2024)

Automated ICD Coding via Contrastive Learning With Back-Reference and Synonym Knowledge for Smart Self-Diagnosis Applications. - Zhizhuo Zhao; Wenpeng Lu; Xueping Peng; Lumin Xing; Weiyu Zhang 001; Chaoqun Zheng (IEEE Trans. Consumer Electron., 2024)

HiRes: Hierarchical Feature Optimization and Rescorer for Automatic ICD Coding. - Zhenpeng Liang; Hongjiao Guan; Wenpeng Lu; Xueping Peng; Bing Xu; Muyun Yang (ICASSP, 2025)

MedConMA: A Confidence-Driven Multi-agent Framework for Medical Q&A. - Rui Wang; Yonghe Chen; Weiyu Zhang 001; Jiasheng Si; Hongjiao Guan; Xueping Peng; Wenpeng Lu (PAKDD (3), 2025)

Time-aware Medication Recommendation via Intervention of Dynamic Treatment Regimes. - Yishuo Li; Qi Zhang 020; Wenpeng Lu; Xueping Peng; Weiyu Zhang 001; Jiasheng Si; Yongshun Gong; Liang Hu 004 (WWW, 2025)

MedShort: Medicine Shortage Detection on Social Media with Privacy Preservation. - Xueping Peng; Peng Yan 002; Tao Shen 001; Ming Xie; Guodong Long (WWW (Companion Volume), 2025)

PedFed: A performance evaluation-driven federated learning framework for efficient communication. - Ke Niu 002; Wenjuan Tai; Xueping Peng; Zhongmin Guo; Can Zhang; Heng Li 010 (Int. J. Model. Simul. Sci. Comput., 2025)

DeepEDD: Nonparametric deep graph clustering through effective distance and density. - Yuanchi Ma; Hui He; Zhongxiang Lei; Kaize Shi; Xueping Peng; Zhendong Niu (Neurocomputing, 2025)

REI-Net: A Reference Electrode Standardization Interpolation Technique Based 3D CNN for Motor Imagery Classification. - Meiyan Xu; Jie Jiao; Duo Chen; Yi Ding 012; Qingqing Chen; Jipeng Wu; Peipei Gu; Yijie Pan; Xueping Peng; Naian Xiao; Bokai Yang; Qiyuan Li; et al. (IEEE J. Biomed. Health Informatics, 2025)

Deep Graph Clustering With Triple Fusion Mechanism for Community Detection. - Yuanchi Ma; Kaize Shi; Xueping Peng; Hui He; Peng Zhang 099; Jinyan Liu; Zhongxiang Lei; Zhendong Niu (IEEE Trans. Comput. Soc. Syst., 2025)