Fuhai Li
Washington University in St. Louis
H-index: 30
North America-United States
Top articles of Fuhai Li
Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman
arXiv preprint arXiv:2306.03266
2023/6/5
sc2MeNetDrug: A computational tool to uncover inter-cell signaling targets and identify relevant drugs based on single cell RNA-seq data
PLoS computational biology
2024/1/5
Deep learning models to predict primary open‐angle glaucoma
Stat
2024
PathFinder: a novel graph transformer model to infer multi-cell intra-and inter-cellular signaling pathways and communications
bioRxiv
2024
Highly accurate disease diagnosis and highly reproducible biomarker identification with PathFormer
Research Square
2023/11/16
Rethinking the Power of Graph Canonization in Graph Representation Learning with Stability
2023/10/13
Universal Normalization Enhanced Graph Representation Learning for Gene Network Prediction
arXiv preprint arXiv:2309.00738
2023/9/1
Interpreting the mechanism of synergism for drug combinations using attention-based hierarchical graph pooling
Cancers
2023/8/22
M3NetFlow: a novel multi-scale multi-hop multi-omics graph AI model for omics data integration and interpretation
bioRxiv
2023
M3NetFlow: a novel multi-scale multi-hop modular graph AI model for multi-omics data integration and signaling network inference
2023/6/16
Towards Arbitrarily Expressive GNNs in Space by Rethinking Folklore Weisfeiler-Lehman
arXiv preprint arXiv:2306.03266
2023/6/5
PathFormer: Interpretable and Powerful Graph Transformer for Gene Network Analysis
2023
How powerful are k-hop message passing graph neural networks
2022
Decipher macrophage-fibroblast-cardiomyocyte signaling interactions associated with heart failure using deep graph neural network models and single-cell RNA-seq data
bioRxiv
2022/11/4
Weakly activated core neuroinflammation pathways were identified as a central signaling mechanism contributing to the chronic neurodegeneration in Alzheimer’s disease
Frontiers in Aging Neuroscience
2022/9/27
Loss of estrogen unleashing neuro-inflammation increases the risk of Alzheimer’s disease in women
bioRxiv
2022/9/20
Multi-omics data integration via novel interpretable k-hop graph attention network for signaling network inference
bioRxiv
2022/9/17
Pace: A parallelizable computation encoder for directed acyclic graphs
2022/6/28
Fuhai Li
H-Index: 19
Yixin Chen
H-Index: 16
Estrogen hormone is an essential sex factor inhibiting inflammation and immune response in COVID-19
Scientific reports
2022/6/8
Fuhai Li
H-Index: 19
Investigating the relevance of major signaling pathways in cancer survival using a biologically meaningful deep learning model
BMC bioinformatics
2021/12
