Peipei Li
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Gender:Female
Alma Mater:Hefei University of Technology
Scientific Research
Current position:
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Scientific Research
Research Field
Data Stream Mining for Web Data, Short Text Classification, Multi-label Learning, and Medical Image Segmentation and Question Answering in Medical Image Analysis
Paper Publications
- Xiulin Zheng，Peipei Li,Jia Wu, and Xindong Wu，A Relation-Constraint Link Prediction Model for Dynamic Graphs with Entity Drift:ACM Transactions on Knowledge Discovery from Data, 19(5): 1-38 (2025)
- Peipei Li，Xuegang Hu,Jiajun Li,Shiying Yu，Semi-Supervised Short Text Stream Classification Based on Drift-Aware Incremental Deep Learning:IEEE Transactions on Knowledge and Data Engineering,2025
- Yihao Ouyang，Xuegang Hu,Haixiang Zhang，Peipei Li，Semi-Supervised Medical Image Segmentation Based on Frequency Domain Aware Stable Consistency Regularization:Journal of Imaging Informatics in Medicine,2025
- You Wu，Yizhang Zou，Peipei Li，Partial multi-label feature selection with feature noise:. Pattern Recognit. 162: 111310 (2025),2024
- Zhanwang Chen，Xuegang Hu，Peipei Li，Knowledge and Separating Soft Verbalizer based Prompt-tuning for Multi-label Short Text Classification:Applied Intelligence,2024,54):8020-8040.
Patents
- A Zero-shot Short Text Classification Method based on Balanced Calibration Prompts and Self-trainingZL 2024 1 1282412.9,2025-08-29
- Peipei Li,Yang Hu,Xuegang Hu,A Feature Extension Based Online Short Text Data Stream Classification MethodInvent,ZL 201911251229.1,2021-08-13
- Peipei Li, Xuegang Hu,Yang Hu,An Online Short Text Stream Classifcation Method based on Feature ExtensionInvent,ZL 201911251229.1,4442-05-01
- Peipei Li, Lei Li,Zhang Yuhong,Xuegang Hu,Lu He,Xindong Wu,A Concept Drift Detection Method for Multi-label Data Stream based on Label and Feature DistributionsInvent,ZL201710151295.6,4362-12-01
- Xuegang Hu,Haiyan Wang,Peipei Li,A Short Text Data Stream Classification Method based on Text Extension and Concept Drift DetectionInvent,ZL 201710994366.9,4303-01-01
Published Books
Research Projects
- Multimodal Knowledge Graph Construction for Lung Cancer,2024-06-01,2026-05-31
- Research on semi supervised classification method for short text streams based on heterogeneous concept drift co-occurrence detection (National Natural Science Foundation of China)
- Research on Multi-label Classifcation Methods for Short Text Streams（the Natural Science Foundation of China ）
- Topology Fusion for Fragmented Knowledge （Subproject of the National Key Research and Development Program of China）
- Research on Multi-label Text Stream Classification Methods （the Natural Science Foundation of China ）