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• Projections of Model Spaces for Latent Graph Inference
  2023 · 3 citations
• k-Maximum Inner Product Attention for Graph Transformers and the Expressive Power of GraphGPS
  2026
• Bridging Graph and State-Space Modeling for Intensive Care Unit Length of Stay Prediction
  2025
• Beyond Parallelism: Synergistic Computational Graph Effects in Multi-Head Attention
  2025
• Towards Quantifying Long-Range Interactions in Graph Machine Learning: a Large Graph Dataset and a Measurement
  2025
• Scalable Message Passing Neural Networks: No Need for Attention in Large Graph Representation Learning
  2024
• Sheaf Neural Networks with Connection Laplacians
  2022
• Graph Neural Network Expressivity and Meta-Learning for Molecular Property Regression
  2022
• Latent Graph Inference using Product Manifolds
  2022
• Neural Snowflakes: Universal Latent Graph Inference via Trainable Latent Geometries
  2023
• AMES: A Differentiable Embedding Space Selection Framework for Latent Graph Inference
  2023
• Neural Spacetimes for DAG Representation Learning
  2024