Peng Ren

16 papers C 4Misc 10Journal 2
YearRankTypeTitle / Venue / Authors
2025 Misc conf
A Multi-level Pruning Method for Medical Redundant Data Based on Data Lake.
WISA
Tianyi Liu, Jiaxu Guo, Chao Xia, Peng Ren, Chunxiao Xing
2025 Misc conf
DSRAG: A Domain-Specific Retrieval Framework Based on Document-Derived Multimodal Knowledge Graph.
WISA
Mengzheng Yang, Yanfei Ren, David Osei Opoku, Ruochang Li, Peng Ren, Chunxiao Xing
2025 J jnl
DSRAG: A Domain-Specific Retrieval Framework Based on Document-derived Multimodal Knowledge Graph.
CoRR
Mengzheng Yang, Yanfei Ren, David Osei Opoku, Ruochang Li, Peng Ren, Chunxiao Xing
2025 Misc conf
Enabling Intelligent Support for SunDB via Knowledge Graphs and LLMs.
WISA
Peng Ren, Yong Zhang, Chunxiao Xing, Yuxuan Li
2025 Misc conf
HQIA: An Index Advisor for Hybrid Query Workloads.
WISA
Kun Chao, Kaijun Wen, Kaige Wang, Jiahao Li, Peng Ren, Chunxiao Xing
2025 Misc conf
Optimizing Few-Shot NL2SQL for Sepsis Data Analysis in Medical Databases.
WISA
Zeming Li, Xinhao Liu, Xianbo Liu, Yuhang Hu, Peng Ren, Chunxiao Xing
2024 Misc conf
MAGAN: Mode Information and Attention-Based GAN for Realistic Time Series Data Synthesis.
WISA
Yi Wang, Yi Luo, Peng Ren, Weifan Wang, Xianbo Liu, Yuhang Hu, Zeming Li, Xiangkuan Li, Wenyao Li, Chunxiao Xing
2024 Misc conf
SMSRD: A Streaming Graph Data Management System Based on Relational Database.
WISA
Yi Luo, Peng Ren, Weifan Wang, Xianbo Liu, Yuhang Hu, Zeming Li, Xiangkuan Li, Wenyao Li, Chunxiao Xing
2024 Misc conf
Sepsis Mortality Prediction with Electronic Health Records Based on Sequential and Attention-Based Models.
WISA
Xianbo Liu, Kaiyuan Wang, Weifan Wang, Yi Luo, Peng Ren, Yuhang Hu, Zeming Li, Xiangkuan Li, Zhentao Hu, Wenyao Li, Chunxiao Xing
2022 C conf
A Hybrid Medical Causal Inference Platform Based on Data Lake.
HIS
Peng Ren, Xingyue Liu, Shuxin Zheng, Lijun Liao, Xin Li, Ligong Lu, Xia Wang, Ruoyu Wang, Ming Sheng
2022 J jnl
A heterogeneous multi-modal medical data fusion framework supporting hybrid data exploration.
Health Inf. Sci. Syst.
Yong Zhang, Ming Sheng, Xingyue Liu, Ruoyu Wang, Weihang Lin, Peng Ren, Xia Wang, Enlai Zhao, Wenchao Song
2022 C conf
An Anomaly Detection Framework Based on Data Lake for Medical Multivariate Time Series.
HIS
Peng Ren, Zhiyuan Tian, Zeyu Wang, Xin Li, Xia Wang, Tao Zhao, Ming Sheng
2021 C conf
HMDFF: A Heterogeneous Medical Data Fusion Framework Supporting Multimodal Query.
HIS
Peng Ren, Weihang Lin, Ye Liang, Ruoyu Wang, Xingyue Liu, Baifu Zuo, Tan Chen, Xin Li, Ming Sheng, Yong Zhang
2021 Misc conf
Intelligent Visualization System for Big Multi-source Medical Data Based on Data Lake.
WISA
Peng Ren, Ziyun Mao, Shuaibo Li, Yang Xiao, Yating Ke, Lanyu Yao, Hao Lan, Xin Li, Ming Sheng, Yong Zhang
2021 Misc conf
MHDP: An Efficient Data Lake Platform for Medical Multi-source Heterogeneous Data.
WISA
Peng Ren, Shuaibo Li, Wei Hou, Wenkui Zheng, Zhen Li, Qin Cui, Wang Chang, Xin Li, Chun Zeng, Ming Sheng, Yong Zhang
2021 C conf
MKGB: A Medical Knowledge Graph Construction Framework Based on Data Lake and Active Learning.
HIS
Peng Ren, Wei Hou, Ming Sheng, Xin Li, Chao Li, Yong Zhang