Zewen Liu
- Learning on Graphs with Large Language Models(LLMs): A Deep Dive into Model Robustness
2024/07/16 by Kai Guo, Guo, Kai, Zewen Liu +11 · 4 citations
Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Natural Language Processing Techniques
- Oxidative Stress in Neurodegenerative Diseases: From Molecular Mechanisms to Clinical Applications
2017/01/01 by Zewen Liu, Tingyang Zhou, Alexander C. Ziegler +2 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · #Coenzyme Q10 studies and effects #Biochemical Acid Research Studies #Mitochondrial Function and Pathology
- Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks
2025/03/29 by Zewen Liu, Xiaoda Wang, Liu, Zewen +8 · 5 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks
- EpiLearn: A Python Library for Machine Learning in Epidemic Modeling
2024/06/10 by Zewen Liu, Liu, Zewen, Yunxiao Li +9 · 2 citations
Computer Science · #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph
2024/09/28 by Guancheng Wan, Zewen Liu, Wan, Guancheng +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Statistical and Computational Modeling