graph transformer

Simple Path Structural Encoding for Graph Transformers ICML 2025 Temporal Relation Extraction in Clinical Texts: A Span-based Graph Transformer Approach ACL 2025 Tokenphormer: Structure-aware Multi-token Graph Transformer for Node Classification AAAI 2025 AnchorGT: Efficient and Flexible Attention Architecture for Scalable Graph Transformers IJCAI 2024 A Semantic Mention Graph Augmented Model for Document-Level Event Argument Extraction COLING 2024 CKGConv: General Graph Convolution with Continuous Kernels ICML 2024 Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification NeurIPS 2024 Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention NeurIPS 2024 Comparing Graph Transformers via Positional Encodings ICML 2024 Complete and Efficient Graph Transformers for Crystal Material Property Prediction ICLR 2024 Conformal Crystal Graph Transformer with Robust Encoding of Periodic Invariance AAAI 2024 CYCLO: Cyclic Graph Transformer Approach to Multi-Object Relationship Modeling in Aerial Videos NeurIPS 2024 Distinguished In Uniform: Self-Attention Vs. Virtual Nodes ICLR 2024 Dual-Channel Learning Framework for Drug-Drug Interaction Prediction via Relation-Aware Heterogeneous Graph Transformer AAAI 2024 Dynamicity-aware Social Bot Detection with Dynamic Graph Transformers IJCAI 2024 Efficient Sharpness-Aware Minimization for Molecular Graph Transformer Models ICLR 2024 Enhancing Graph Transformers with Hierarchical Distance Structural Encoding NeurIPS 2024 Even Sparser Graph Transformers NeurIPS 2024 FairGT: A Fairness-aware Graph Transformer IJCAI 2024 FlowerFormer: Empowering Neural Architecture Encoding using a Flow-aware Graph Transformer CVPR 2024 G-Adapter: Towards Structure-Aware Parameter-Efficient Transfer Learning for Graph Transformer Networks AAAI 2024 Gradformer: Graph Transformer with Exponential Decay IJCAI 2024 Graph Diffusion Transformers for Multi-Conditional Molecular Generation NeurIPS 2024 Graph Transformers on EHRs: Better Representation Improves Downstream Performance ICLR 2024 GTMGC: Using Graph Transformer to Predict Molecule’s Ground-State Conformation ICLR 2024