1 citations · 1 across the 10 of their papers we have counts for
Showing 2024Show all
3 papers · 1 filter
cs.AI2024
Structural Entropy Guided Probabilistic Coding
Xiang Huang, Hao Peng, Li Sun +4
Probabilistic embeddings have several advantages over deterministic embeddings as they map each data point to a distribution, which better describes the uncertainty and complexity…
cs.SI2024
R-ODE: Ricci Curvature Tells When You Will be Informed
Li Sun, Jingbin Hu, Mengjie Li +1
Information diffusion prediction is fundamental to understand the structure and organization of the online social networks, and plays a crucial role to blocking rumor spread, influ…
cs.LG2024★ 1 cited
LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering
Li Sun, Zhenhao Huang, Hao Peng +3
Graph clustering is a fundamental problem in machine learning. Deep learning methods achieve the state-of-the-art results in recent years, but they still cannot work without predef…