graph transformer

Beyond Scanpaths: Graph-Based Gaze Simulation in Dynamic Scenes CVPR 2026 BrainHGT: A Hierarchical Graph Transformer for Interpretable Brain Network Analysis AAAI 2026 Can We Build Scene Graphs, Not Classify Them? FlowSG: Progressive Image-Conditioned Scene Graph Generation with Flow Matching CVPR 2026 Cooperative Graph Transformer with Structural Consensus for Multi-View Learning AAAI 2026 Dual-Channel Learning Framework for Zero-Shot CircRNA-miRNA Interaction Prediction via State Space Modeling AAAI 2026 Gaussian Process Limit Reveals Structural Benefits of Graph Transformers UAI 2026 GraphGrasp: Lightweight and Efficient Graph-Guided 6-DoF Robotic Grasp Pose Estimation Network AAAI 2026 Graph VQ-Transformer (GVT): Fast and Accurate Molecular Generation via High-Fidelity Discrete Latents AAAI 2026 GT-SNT: A Linear-Time Transformer for Large-Scale Graphs via Spiking Node Tokenization AAAI 2026 Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning AAAI 2026 IGT4ETH: An Isotropic Pre-trained Graph Transformer for Ethereum Account Classification AAAI 2026 Make Model Transparent: Brain Network Analysis via Causal and Knowledge Graph Learning AAAI 2026 MyGram: Modality-aware Graph Transformer with Global Distribution for Multi-modal Entity Alignment AAAI 2026 NTSFormer: A Self-Teaching Graph Transformer for Multimodal Isolated Cold-Start Node Classification AAAI 2026 SAMGTD: Spatial-Aware Masked Graph Transformer-Diffusion Model for Enhanced Cell Type Deconvolution in Spatial Transcriptomics AAAI 2026 Scalable Semi-supervised Community Search via Graph Transformer on Attributed Heterogeneous Information Networks AAAI 2026 SPREAD: Spatial-Physical REasoning via geometry Aware Diffusion CVPR 2026 Task-Aware Retrieval Augmentation for Dynamic Recommendation AAAI 2026 Topo-GraT: Learning to Grow with Causal Graph Transformers (Student Abstract) AAAI 2026 Training-Only Heterogeneous Image-Patch-Text Graph Supervision for Advancing Few-Shot Learning Adapters CVPR 2026 A Graph Interaction Framework on Relevance for Multimodal Named Entity Recognition with Multiple Images COLING 2025 A Scalable and Effective Alternative to Graph Transformers AAAI 2025 Beyond Circuit Connections: A Non-Message Passing Graph Transformer Approach for Quantum Error Mitigation ICLR 2025 Causal Graph Transformer for Treatment Effect Estimation Under Unknown Interference ICLR 2025 CoLA-Former: Graph Transformer Using Communal Linear Attention for Lightweight Sequential Recommendation IJCAI 2025