conftrace_

graph transformer

114 papers

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Also known as

GTR GT

Co-occurring keywords

graph neural network (3962) message passing (579) node classification (482) attention mechanism (4001) heterogeneous graph (217) representation learning (6206) knowledge graph (1837) graph representation learning (246) positional encoding (182) long-range dependency (82)

Papers

Make Model Transparent: Brain Network Analysis via Causal and Knowledge Graph Learning AAAI 2026
Task-Aware Retrieval Augmentation for Dynamic Recommendation AAAI 2026
Graph VQ-Transformer (GVT): Fast and Accurate Molecular Generation via High-Fidelity Discrete Latents AAAI 2026
GraphGrasp: Lightweight and Efficient Graph-Guided 6-DoF Robotic Grasp Pose Estimation Network AAAI 2026
SAMGTD: Spatial-Aware Masked Graph Transformer-Diffusion Model for Enhanced Cell Type Deconvolution in Spatial Transcriptomics AAAI 2026
BrainHGT: A Hierarchical Graph Transformer for Interpretable Brain Network Analysis AAAI 2026
GT-SNT: A Linear-Time Transformer for Large-Scale Graphs via Spiking Node Tokenization AAAI 2026
Cooperative Graph Transformer with Structural Consensus for Multi-View Learning AAAI 2026
IGT4ETH: An Isotropic Pre-trained Graph Transformer for Ethereum Account Classification AAAI 2026
NTSFormer: A Self-Teaching Graph Transformer for Multimodal Isolated Cold-Start Node Classification AAAI 2026
MyGram: Modality-aware Graph Transformer with Global Distribution for Multi-modal Entity Alignment AAAI 2026
Topo-GraT: Learning to Grow with Causal Graph Transformers (Student Abstract) AAAI 2026
Dual-Channel Learning Framework for Zero-Shot CircRNA-miRNA Interaction Prediction via State Space Modeling AAAI 2026
Scalable Semi-supervised Community Search via Graph Transformer on Attributed Heterogeneous Information Networks AAAI 2026
Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning AAAI 2026
Sharpness-aware Zeroth-order Optimization for Graph Transformers IJCAI 2025
A Scalable and Effective Alternative to Graph Transformers AAAI 2025
RingFormer: A Ring-Enhanced Graph Transformer for Organic Solar Cell Property Prediction AAAI 2025
NLGT: Neighborhood-based and Label-enhanced Graph Transformer Framework for Node Classification AAAI 2025
Temporal Relation Extraction in Clinical Texts: A Span-based Graph Transformer Approach ACL 2025
MOL-Mamba: Enhancing Molecular Representation with Structural & Electronic Insights AAAI 2025
Dual Encoder Contrastive Learning with Augmented Views for Graph Anomaly Detection IJCAI 2025
GaitCycFormer: Leveraging Gait Cycles and Transformers for Gait Emotion Recognition. AAAI 2025
FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning AAAI 2025
A Graph Interaction Framework on Relevance for Multimodal Named Entity Recognition with Multiple Images COLING 2025