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

Cross-Domain and Cross-Dimension Learning for Image-to-Graph Transformers WACV 2025
Dual Encoder Contrastive Learning with Augmented Views for Graph Anomaly Detection IJCAI 2025
GLiM: Integrating Graph Transformer and LLM for Document-Level Biomedical Relation Extraction with Incomplete Labeling ACL 2025
A Scalable and Effective Alternative to Graph Transformers AAAI 2025
Temporal Relation Extraction in Clinical Texts: A Span-based Graph Transformer Approach ACL 2025
Logic Induced High-Order Reasoning Network for Event-Event Relation Extraction AAAI 2025
Deep Multi-modal Graph Clustering via Graph Transformer Network AAAI 2025
MOL-Mamba: Enhancing Molecular Representation with Structural & Electronic Insights AAAI 2025
GaitCycFormer: Leveraging Gait Cycles and Transformers for Gait Emotion Recognition. AAAI 2025
Dual-Channel Interactive Graph Transformer for Traffic Classification with Message-Aware Flow Representation AAAI 2025
FastPERT: Towards Fast Microservice Application Latency Prediction via Structural Inductive Bias over PERT Networks AAAI 2025
TextGT: A Double-View Graph Transformer on Text for Aspect-Based Sentiment Analysis AAAI 2024
Transitivity-Preserving Graph Representation Learning for Bridging Local Connectivity and Role-Based Similarity AAAI 2024
G-Adapter: Towards Structure-Aware Parameter-Efficient Transfer Learning for Graph Transformer Networks AAAI 2024
AnchorGT: Efficient and Flexible Attention Architecture for Scalable Graph Transformers IJCAI 2024
CYCLO: Cyclic Graph Transformer Approach to Multi-Object Relationship Modeling in Aerial Videos NIPS 2024
FairGT: A Fairness-aware Graph Transformer IJCAI 2024
Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers NIPS 2024
Gradformer: Graph Transformer with Exponential Decay IJCAI 2024
Heterogeneous Graph Transformer with Poly-Tokenization IJCAI 2024
Dual-Channel Learning Framework for Drug-Drug Interaction Prediction via Relation-Aware Heterogeneous Graph Transformer AAAI 2024
A Semantic Mention Graph Augmented Model for Document-Level Event Argument Extraction COLING 2024
HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations EACL 2024
Persona-aware Multi-party Conversation Response Generation COLING 2024
Enhancing Graph Transformers with Hierarchical Distance Structural Encoding NIPS 2024