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• Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks
  2025 · 8 citations
• FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion
  2025
• A Social Dynamical System for Twitter Analysis
  2025
• Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment
  2022
• A Mobility-Aware Deep Learning Model for Long-Term COVID-19 Pandemic Prediction and Policy Impact Analysis
  2022
• A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware
  2023
• Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs
  2023
• Synergistic Signals: Exploiting Co-Engagement and Semantic Links via Graph Neural Networks
  2023
• Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems
  2024
• Graph Fourier Neural ODEs: Modeling Spatial-temporal Multi-scales in Molecular Dynamics
  2024
• Predicting Time Series of Networked Dynamical Systems without Knowing Topology
  2024