Xueping Peng

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 52

Top Topics

Sense Disambiguation

Electronic Health Records

News Recommendation

Intensive Care Unit

Top Venues

Publications

Xin Zhang, Xueping Peng, Weimin Chen, Weiyu Zhang, Xiaoqiang Ren, Wenpeng Lu
Multi-Channel Hypergraph Network for Sequential Diagnosis Prediction in Healthcare. CSCWD (2024)
Sibo Wei, Xueping Peng, Hongjiao Guan, Lina Geng, Ping Jian, Hao Wu, Wenpeng Lu
Multi-view Contrastive Learning for Medical Question Summarization. CSCWD (2024)
Zhizhuo Zhao, Xueping Peng, Yong Li, Hao Wu, Weiyu Zhang, Wenpeng Lu
Thinking the Importance of Patient's Chief Complaint in TCM Syndrome Differentiation. CSCWD (2024)
Wenpeng Lu, Sibo Wei, Xueping Peng, Yi-Fei Wang, Usman Naseem, Shoujin Wang
Medical Question Summarization with Entity-driven Contrastive Learning. ACM Trans. Asian Low Resour. Lang. Inf. Process. 23 (4) (2024)
Wenpeng Lu, Guobiao Zhang, Xueping Peng, Hongjiao Guan, Shoujin Wang
Medical Entity Disambiguation with Medical Mention Relation and Fine-grained Entity Knowledge. LREC/COLING (2024)
Kaize Shi, Xueping Peng, Hao Lu, Yifan Zhu, Zhendong Niu
Multiple Knowledge-Enhanced Meteorological Social Briefing Generation. IEEE Trans. Comput. Soc. Syst. 11 (2) (2024)
Rongyao Wang, Shoujin Wang, Wenpeng Lu, Xueping Peng, Weiyu Zhang, Chaoqun Zheng, Xinxiao Qiao
Intention-Aware User Modeling for Personalized News Recommendation. DASFAA (2) (2023)
Yang Wang, Xueping Peng, Tao Shen, Allison Clarke, Clement Schlegel, Paul Martin, Guodong Long
Soft Prompt Transfer for Zero-Shot and Few-Shot Learning in EHR Understanding. ADMA (3) (2023)
Ke Niu, GuoQiang Lu, Xueping Peng, Yuhang Zhou, Jingni Zeng, Ke Zhang
CNN autoencoders and LSTM-based reduced order model for student dropout prediction. Neural Comput. Appl. 35 (30) (2023)
Ke Niu, Su Pei, Xueping Peng, Jingni Zeng, Ke Zhang
Intensive Care Unit readmission prediction with correlation enhanced multi-task learning. Comput. Electr. Eng. 110 (2023)
Xin Zhang, Xueping Peng, Hongjiao Guan, Long Zhao, Xinxiao Qiao, Wenpeng Lu
Fusion of Dynamic Hypergraph and Clinical Event for Sequential Diagnosis Prediction. ICPADS (2023)
Leah Gerrard, Xueping Peng, Allison Clarke, Guodong Long
Multi-level Transformer for Cancer Outcome Prediction in Large-Scale Claims Data. ADMA (3) (2023)
Zhufeng Shao, Shoujin Wang, Qian Zhang, Wenpeng Lu, Zhao Li, Xueping Peng
An empirical study of next-basket recommendations. CoRR (2023)
Sibo Wei, Wenpeng Lu, Xueping Peng, Shoujin Wang, Yi-Fei Wang, Weiyu Zhang
Medical Question Summarization with Entity-driven Contrastive Learning. CoRR (2023)
Youhui Zuo, Wenpeng Lu, Xueping Peng, Shoujin Wang, Weiyu Zhang, Xinxiao Qiao
DuCL: Dual-stage contrastive learning framework for Chinese semantic textual matching. Comput. Electr. Eng. 106 (2023)
Kaize Shi, Xueping Peng, Hao Lu, Yifan Zhu, Zhendong Niu
Application of Social Sensors in Natural Disasters Emergency Management: A Review. IEEE Trans. Comput. Soc. Syst. 10 (6) (2023)
Pengyu Zhao, Shoujin Wang, Wenpeng Lu, Xueping Peng, Weiyu Zhang, Chaoqun Zheng, Yonggang Huang
News Recommendation via Jointly Modeling Event Matching and Style Matching. ECML/PKDD (4) (2023)
Youhui Zuo, Xueping Peng, Wenpeng Lu, Shoujin Wang, Zhao Li, Weiyu Zhang, Yi Zhai
Chinese Sentence Matching with Multiple Alignments and Feature Augmentation. IJCNN (2022)
Qian Zhang, Shoujin Wang, Wenpeng Lu, Chong Feng, Xueping Peng, Qingxiang Wang
Rethinking Adjacent Dependency in Session-Based Recommendations. PAKDD (3) (2022)
Leah Gerrard, Xueping Peng, Allison Clarke, Clement Schlegel, Jing Jiang
Predicting Outcomes for Cancer Patients with Transformer-Based Multi-task Learning. AI (2022)
Baoshuo Kan, Wenpeng Lu, Xueping Peng, Shoujin Wang, Guobiao Zhang, Weiyu Zhang, Xinxiao Qiao
Word Sense Disambiguation Based on Memory Enhancement Mechanism. KSEM (2) (2022)
Yang Wang, Xueping Peng, Allison Clarke, Clement Schlegel, Jing Jiang
Machine Teaching-Based Efficient Labelling for Cross-unit Healthcare Data Modelling. AI (2022)
Rongyao Wang, Shoujin Wang, Wenpeng Lu, Xueping Peng
News Recommendation Via Multi-Interest News Sequence Modelling. ICASSP (2022)
You Lu, Ke Niu, Xueping Peng, Jingni Zeng, Su Pei
Multi-modal Intermediate Fusion Model for diagnosis prediction. ICIAI (2022)
Pengyu Zhao, Wenpeng Lu, Shoujin Wang, Xueping Peng, Ping Jian, Hao Wu, Weiyu Zhang
Multi-granularity interaction model based on pinyins and radicals for Chinese semantic matching. World Wide Web 25 (4) (2022)
Zhufeng Shao, Shoujin Wang, Qian Zhang, Wenpeng Lu, Zhao Li, Xueping Peng
A Systematical Evaluation for Next-Basket Recommendation Algorithms. CoRR (2022)
Xu Zhang, Yifeng Li, Xueping Peng, Xinxiao Qiao, Hui Zhang, Wenpeng Lu
Correlation Encoder-Decoder Model for Text Generation. IJCNN (2022)
Ke Niu, Zhongmin Guo, Xueping Peng, Su Pei
P-ResUnet: Segmentation of brain tissue with Purified Residual Unet. Comput. Biol. Medicine 151 (Part) (2022)
Wenpeng Lu, Rongyao Wang, Shoujin Wang, Xueping Peng, Hao Wu, Qian Zhang
Aspect-Driven User Preference and News Representation Learning for News Recommendation. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Ke Niu, You Lu, Xueping Peng, Jingni Zeng
Fusion of sequential visits and medical ontology for mortality prediction. J. Biomed. Informatics 127 (2022)
Xiangyu Zhao, Xueping Peng, Ke Niu, Hailong Li, Lili He, Feng Yang, Ting Wu, Duo Chen, Qiusi Zhang, Menglin Ouyang, Jiayang Guo, Yijie Pan
A multi-head self-attention deep learning approach for detection and recommendation of neuromagnetic high frequency oscillations in epilepsy. Frontiers Neuroinformatics 16 (2022)
Qian Zhang, Shoujin Wang, Wenpeng Lu, Chong Feng, Xueping Peng, Qingxiang Wang
Rethinking Adjacent Dependency in Session-based Recommendations. CoRR (2022)
Zhufeng Shao, Shoujin Wang, Qian Zhang, Wenpeng Lu, Zhao Li, Xueping Peng
A Systematical Evaluation for Next-Basket Recommendation Algorithms. DSAA (2022)
Guobiao Zhang, Wenpeng Lu, Xueping Peng, Shoujin Wang, Baoshuo Kan, Rui Yu
Word Sense Disambiguation with Knowledge-Enhanced and Local Self-Attention-based Extractive Sense Comprehension. COLING (2022)
Rongyao Wang, Wenpeng Lu, Shoujin Wang, Xueping Peng, Hao Wu, Qian Zhang
Aspect-driven User Preference and News Representation Learning for News Recommendation. CoRR (2021)
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Zhendong Niu, Chengqi Zhang
MIMO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation Learning. CoRR (2021)
Su Pei, Ke Niu, Xueping Peng, Jingni Zeng
Readmission Prediction with Knowledge Graph Attention and RNN-Based Ordinary Differential Equations. KSEM (2021)
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang
Sequential Diagnosis Prediction with Transformer and Ontological Representation. ICDM (2021)
Ruoyu Zhang, Wenpeng Lu, Shoujin Wang, Xueping Peng, Rui Yu, Yuan Gao
Chinese clinical named entity recognition based on stacked neural network. Concurr. Comput. Pract. Exp. 33 (22) (2021)
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang
Sequential Diagnosis Prediction with Transformer and Ontological Representation. CoRR (2021)
Ke Niu, Jiayang Guo, Yijie Pan, Xin Gao, Xueping Peng, Ning Li, Hailong Li
Multichannel Deep Attention Neural Networks for the Classification of Autism Spectrum Disorder Using Neuroimaging and Personal Characteristic Data. Complex. 2020 (2020)
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang
Self-attention Enhanced Patient Journey Understanding in Healthcare System. ECML/PKDD (3) (2020)
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang, Chengqi Zhang
BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes. CoRR (2020)
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang, Chengqi Zhang
BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes. ICDM (2020)
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang
Self-Attention Enhanced Patient Journey Understanding in Healthcare System. CoRR (2020)
Yang Wang, Guodong Long, Xueping Peng, Allison Clarke, Robin Stevenson, Leah Gerrard
Interactive Deep Metric Learning for Healthcare Cohort Discovery. AusDM (2019)
Xueping Peng, Guodong Long, Shirui Pan, Jing Jiang, Zhendong Niu
Attentive Dual Embedding for Understanding Medical Concepts in Electronic Health Records. IJCNN (2019)
Ke Niu, Xiangyu Zhao, Fangfang Li, Ning Li, Xueping Peng, Wei Chen
UTSP: User-Based Two-Step Recommendation With Popularity Normalization Towards Diversity and Novelty. IEEE Access 7 (2019)
Baoting Jia, Ke Niu, Xia Hou, Ning Li, Xueping Peng, Peipei Gu, Ran Jia
Prediction for Student Academic Performance Using SMNaive Bayes Model. ADMA (2019)
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang, Michael Blumenstein
Temporal Self-Attention Network for Medical Concept Embedding. CoRR (2019)
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang, Michael Blumenstein
Temporal Self-Attention Network for Medical Concept Embedding. ICDM (2019)
Qiaoyun Yin, Ke Niu, Ning Li, Xueping Peng, Yijie Pan
ACO-RR: Ant Colony Optimization Ridge Regression in Reuse of Smart City System. ICSR (2019)
Xinxin Jiang, Xueping Peng, Guodong Long
Discovering Sequential Rental Patterns by Fleet Tracking. ICDS (2015)
Xueping Peng, Zhendong Niu, Sheng Huang, Yumin Zhao
Personalized Web Search Using Clickthrough Data and Web Page Rating. J. Comput. 7 (10) (2012)
Sheng Huang, Xinlan Liu, Xueping Peng, Zhendong Niu
Fine-grained Product Features Extraction and Categorization in Reviews Opinion Mining. ICDM Workshops (2012)
Yumin Zhao, Zhendong Niu, Xueping Peng, Lin Dai
A Discretization Algorithm of Numerical Attributes for Digital Library Evaluation Based on Data Mining Technology. ICADL (2011)
Sheng Huang, Xueping Peng, Zhendong Niu
News topic detection based on hierarchical clustering and named entity. NLPKE (2011)
Yunjuan Cao, Xueping Peng, Kun Zhao, Zhendong Niu, Gx Xu, Weiqiang Wang
Query Expansion Based on Query Log and Small World Characteristic. WISE (2009)
Xueping Peng, Zhendong Niu
The Research of the Personalization. Web Intelligence/IAT Workshops (2007)