 A Physics-Augmented GraphGPS Framework for the Reconstruction of 3D Riemann Problems from Sparse DataComputer Methods in Applied Mechanics and Engineering (CMAME), 2025 |
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 SFi-Former: Sparse Flow Induced Attention for Graph TransformerInternational Conference on Multimedia Retrieval (ICMR), 2025 |
 Biologically Plausible Brain Graph TransformerInternational Conference on Learning Representations (ICLR), 2025 |
 DeepGate4: Efficient and Effective Representation Learning for Circuit Design at ScaleInternational Conference on Learning Representations (ICLR), 2025 |
 Graph Neural Networks Need Cluster-Normalize-Activate ModulesNeural Information Processing Systems (NeurIPS), 2024 |
 Even Sparser Graph TransformersNeural Information Processing Systems (NeurIPS), 2024 |
 Towards Dynamic Message Passing on GraphsNeural Information Processing Systems (NeurIPS), 2024 |
 Homomorphism Counts as Structural Encodings for Graph LearningInternational Conference on Learning Representations (ICLR), 2024 |
 Deep Equilibrium Algorithmic ReasoningNeural Information Processing Systems (NeurIPS), 2024 |
