 Cluster-wise Graph Transformer with Dual-granularity Kernelized
AttentionNeural Information Processing Systems (NeurIPS), 2024 |
 Unitary convolutions for learning on graphs and groupsNeural Information Processing Systems (NeurIPS), 2024 |
 Cayley Graph PropagationLOG IN (LOG IN), 2024 |
 Joint Graph Rewiring and Feature Denoising via Spectral ResonanceInternational Conference on Learning Representations (ICLR), 2024 |
 Attention as a HypernetworkInternational Conference on Learning Representations (ICLR), 2024 |
 Graph as Point SetInternational Conference on Machine Learning (ICML), 2024 |
 On the Theoretical Expressive Power and the Design Space of Higher-Order
Graph TransformersInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 |
 VCR-Graphormer: A Mini-batch Graph Transformer via Virtual ConnectionsInternational Conference on Learning Representations (ICLR), 2024 |
 LaB-GATr: geometric algebra transformers for large biomedical surface
and volume meshesInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 |
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 Never Train from Scratch: Fair Comparison of Long-Sequence Models
Requires Data-Driven PriorsInternational Conference on Learning Representations (ICLR), 2023 |
 Probabilistically Rewired Message-Passing Neural NetworksInternational Conference on Learning Representations (ICLR), 2023 |
 Cooperative Graph Neural NetworksInternational Conference on Machine Learning (ICML), 2023 |
 Enhancing Graph Transformers with Hierarchical Distance Structural
EncodingNeural Information Processing Systems (NeurIPS), 2023 |
 Torsion Graph Neural NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 |
