Lifang He
Lehigh University(US)
Publications by Year
Research Areas
Advanced Graph Neural Networks, Functional Brain Connectivity Studies, Topic Modeling, Complex Network Analysis Techniques, Face and Expression Recognition
Most-Cited Works
- → A Survey on Text Classification: From Traditional to Deep Learning(2022)447 cited
- → A comprehensive survey on pretrained foundation models: a history from BERT to ChatGPT(2024)352 cited
- → Multi-level Feature Learning for Contrastive Multi-view Clustering(2022)317 cited
- → Multiple Incomplete Views Clustering via Weighted Nonnegative Matrix Factorization with $$L_{2,1}$$ Regularization(2015)276 cited
- → Adversarial Attack and Defense on Graph Data: A Survey(2022)240 cited
- → Self-Supervised Discriminative Feature Learning for Deep Multi-View Clustering(2022)219 cited
- → Dynamic graph convolutional network for long-term traffic flow prediction with reinforcement learning(2021)210 cited
- → A generalist vision–language foundation model for diverse biomedical tasks(2024)186 cited
- → Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification(2019)181 cited
- → BrainGB: A Benchmark for Brain Network Analysis With Graph Neural Networks(2022)168 cited