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Lifang He
Tensor Analysis
Biomedical Informatics
Machine Learning
Deep Learning
Data Mining
About
Lifang He received the B.S. degree in Computational Mathematics from Northwest Normal University, and the Ph.D. degree in Computer Science from South China University of Technology. Before joining Lehigh's faculty, she was a postdoctoral associate in the Department of Biostatistics, Epidemiology and Informatics within the Perelman School of Medicine at University of Pennsylvania, as well as the Weill Cornell Medical College of Cornell University. Her research interests include machine learning/deep learning, data mining, tensor analysis and biomedical informatics.
Research Performance Summary
2008-2026
Active Research Span
First Recorded Paper
A survey on text classification: from shallow to deep learning (2021)
Year:
2008
Citations:
5
Venue:
URL: https://www. researchgate. net/publication
Latest Recorded Paper
Digital Twin AI: Opportunities and Challenges from Large Language Models to World Models
Year:
2026
Citations:
0
Venue:
arXiv preprint arXiv:2601.01321
Last 10 Years Publication Activity
This timeline shows the professor's yearly publication activity.
Publication Venues and Collaboration
Journal, Conference, and Book Publication Breakdown
Top Coauthors
Yang
Chen
Zhang
Research Impact by Period
Papers
25
Citations
1346
Avg. Citations / Paper
53.8
H-Index
6
Papers
121
Citations
9204
Avg. Citations / Paper
76.1
H-Index
44
Papers
52
Citations
2984
Avg. Citations / Paper
57.4
H-Index
29
Papers
9
Citations
648
Avg. Citations / Paper
72
H-Index
6
Papers
1
Citations
5
Avg. Citations / Paper
5
H-Index
1
Contact and Professional Links
Detected Research Keywords
Graph Neural Networks
Brain Network Analysis
Heterogeneous Information Networks
Graph Convolutional Network
Graph Neural Network
View Graph Clustering
Alzheimer Disease Diagnosis
Support Vector Machine
Order Tensor Machine
Interpretable Graph Convolutional