Peng Ren

According to our database, Peng Ren authored at least 15 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

DSRAG: A Domain-Specific Retrieval Framework Based on Document-Derived Multimodal Knowledge Graph.

Mengzheng Yang, Yanfei Ren, David Osei Opoku, Ruochang Li, Peng Ren, Chunxiao Xing

Proceedings of the Web Information Systems and Applications, 2025

Enabling Intelligent Support for SunDB via Knowledge Graphs and LLMs.

Peng Ren, Yong Zhang, Chunxiao Xing, Yuxuan Li

Proceedings of the Web Information Systems and Applications, 2025

A Multi-level Pruning Method for Medical Redundant Data Based on Data Lake.

Tianyi Liu, Jiaxu Guo, Chao Xia, Peng Ren, Chunxiao Xing

Proceedings of the Web Information Systems and Applications, 2025

Optimizing Few-Shot NL2SQL for Sepsis Data Analysis in Medical Databases.

Zeming Li, Xinhao Liu, Xianbo Liu, Yuhang Hu, Peng Ren, Chunxiao Xing

Proceedings of the Web Information Systems and Applications, 2025

HQIA: An Index Advisor for Hybrid Query Workloads.

Kun Chao, Kaijun Wen, Kaige Wang, Jiahao Li, Peng Ren, Chunxiao Xing

Proceedings of the Web Information Systems and Applications, 2025

2024

MAGAN: Mode Information and Attention-Based GAN for Realistic Time Series Data Synthesis.

Yi Wang, Yi Luo, Peng Ren, Weifan Wang, Xianbo Liu, Yuhang Hu, Zeming Li, Xiangkuan Li, Wenyao Li, Chunxiao Xing

Proceedings of the Web Information Systems and Applications, 2024

SMSRD: A Streaming Graph Data Management System Based on Relational Database.

Yi Luo, Peng Ren, Weifan Wang, Xianbo Liu, Yuhang Hu, Zeming Li, Xiangkuan Li, Wenyao Li, Chunxiao Xing

Proceedings of the Web Information Systems and Applications, 2024

Sepsis Mortality Prediction with Electronic Health Records Based on Sequential and Attention-Based Models.

Xianbo Liu, Kaiyuan Wang, Weifan Wang, Yi Luo, Peng Ren, Yuhang Hu, Zeming Li, Xiangkuan Li, Zhentao Hu, Wenyao Li, Chunxiao Xing

Proceedings of the Web Information Systems and Applications, 2024

2022

A heterogeneous multi-modal medical data fusion framework supporting hybrid data exploration.

Yong Zhang, Ming Sheng, Xingyue Liu, Ruoyu Wang, Weihang Lin, Peng Ren, Xia Wang, Enlai Zhao, Wenchao Song

Health Inf. Sci. Syst., 2022

An Anomaly Detection Framework Based on Data Lake for Medical Multivariate Time Series.

Peng Ren, Zhiyuan Tian, Zeyu Wang, Xin Li, Xia Wang, Tao Zhao, Ming Sheng

Proceedings of the Health Information Science - 11th International Conference, 2022

A Hybrid Medical Causal Inference Platform Based on Data Lake.

Peng Ren, Xingyue Liu, Shuxin Zheng, Lijun Liao, Xin Li, Ligong Lu, Xia Wang, Ruoyu Wang, Ming Sheng

Proceedings of the Health Information Science - 11th International Conference, 2022

2021

HMDFF: A Heterogeneous Medical Data Fusion Framework Supporting Multimodal Query.

Peng Ren, Weihang Lin, Ye Liang, Ruoyu Wang, Xingyue Liu, Baifu Zuo, Tan Chen, Xin Li, Ming Sheng, Yong Zhang

Proceedings of the Health Information Science - 10th International Conference, 2021

MKGB: A Medical Knowledge Graph Construction Framework Based on Data Lake and Active Learning.

Peng Ren, Wei Hou, Ming Sheng, Xin Li, Chao Li, Yong Zhang

Proceedings of the Health Information Science - 10th International Conference, 2021

Intelligent Visualization System for Big Multi-source Medical Data Based on Data Lake.

Peng Ren, Ziyun Mao, Shuaibo Li, Yang Xiao, Yating Ke, Lanyu Yao, Hao Lan, Xin Li, Ming Sheng, Yong Zhang

Proceedings of the Web Information Systems and Applications, 2021

MHDP: An Efficient Data Lake Platform for Medical Multi-source Heterogeneous Data.

Peng Ren, Shuaibo Li, Wei Hou, Wenkui Zheng, Zhen Li, Qin Cui, Wang Chang, Xin Li, Chun Zeng, Ming Sheng, Yong Zhang

Proceedings of the Web Information Systems and Applications, 2021