Dongxiao He

1. A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning
   2021/01/03 by Di Jin, Jin, Di, Zhizhi Yu +13 · 3 citations
   Computer Science · Physics and Astronomy · #Advanced Clustering Algorithms Research #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
2. TrustGNN: Graph Neural Network based Trust Evaluation via Learnable Propagative and Composable Nature
   2022/05/25 by Cuiying Huo, Di Jin, Huo, Cuiying +9 · 3 citations
   Computer Science · Social Sciences · #Access Control and Trust #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. RAW-GNN: RAndom Walk Aggregation based Graph Neural Network
   2022/06/28 by Di Jin, Rui Wang, Jin, Di +11 · 3 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
4. T2-GNN: Graph Neural Networks for Graphs with Incomplete Features and Structure via Teacher-Student Distillation
   2022/12/24 by Cuiying Huo, Huo, Cuiying, Di Jin +9 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Online Learning and Analytics
5. Beyond the Known: Novel Class Discovery for Open-world Graph Learning
   2024/03/29 by Yucheng Jin, Jin, Yucheng, Yun Xiong +13 · 1 citation
   Computer Science · #Educational Technology and Assessment #Data Mining Algorithms and Applications #Open Education and E-Learning
6. AgentGFM: A Graph Foundation Model with Node-Agent Information-Flow Control
   2026/07/29 by Jingbo Cui, Jitao Zhao, Di Jin +1
   Computer Science · #cs.AI #cs.LG
7. What Makes Graph Unified? Principles and Generative Sliding-Window Transformer for Graph Foundation Models
   2026/07/30 by Dongxiao He, Siqi Liu, Jitao Zhao +3
   Computer Science · #cs.LG
8. CHARM: A Multimodal Graph Foundation Model with Hierarchical Context Modeling for Zero-Shot Transfer
   2026/07/28 by Ankang Yang, Jitao Zhao, Di Jin +2
   #cs.AI