Zhenhao Huang
- RiemannGFM: Learning a Graph Foundation Model from Riemannian Geometry
2025/02/05 by Li Sun, Sun, Li, Zhenhao Huang +8 · 6 citations
Computer Science · Earth and Planetary Sciences · #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Geological Modeling and Analysis #Graph Theory and Algorithms #Machine Learning (cs.LG)
- Motif-aware Riemannian Graph Neural Network with Generative-Contrastive Learning
2024/01/02 by Li Sun, Sun, Li, Zhenhao Huang +9 · 3 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
- LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering
2024/05/20 by Li Sun, Zhenhao Huang, Sun, Li +9 · 4 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Neural Networks and Applications
- Spiking Graph Neural Network on Riemannian Manifolds
2024/10/23 by Li Sun, Zhenhao Huang, Sun, Li +6 · 3 citations
Computer Science · Neuroscience · #Neural Networks and Applications #Topological and Geometric Data Analysis #Neural dynamics and brain function
- DeepRicci: Self-supervised Graph Structure-Feature Co-Refinement for Alleviating Over-squashing
2024/01/23 by Li Sun, Zhenhao Huang, Sun, Li +11 · 2 citations
Computer Science · Health Professions · #Advanced Graph Neural Networks #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG)