conftrace_

text-attributed graph

33 papers

Explore in graph

Also known as

TAG

Co-occurring keywords

graph neural network (3962) large language model (13587) node classification (482) language model (4599) representation learning (6206) link prediction (624) contrastive learning (4032) heterogeneous graph (217) node representation (107) pretrained language model (1030)

Papers

GCL-OT: Graph Contrastive Learning with Optimal Transport for Heterophilic Text-Attributed Graphs AAAI 2026
Towards Robust Text-Attributed Federated Graph Learning: Multimodal Threats and Defense AAAI 2026
Unlocking Multi-Modal Potentials for Link Prediction on Dynamic Text-Attributed Graphs AAAI 2026
THGB: A Comprehensive Benchmark for Text-attributed Heterogeneous Graphs AAAI 2026
LLM-Enhanced Energy Contrastive Learning for Out-of-Distribution Detection in Text-Attributed Graphs AAAI 2026
From Nodes to Narratives: Explaining Graph Neural Networks with LLMs and Graph Context ACL 2026
CITE: Benchmarking Heterogeneous Text-Attributed Graph Models ACL 2026
GASE: Graph-Aware Semantic Embedding Learning with Frozen LLMs for Text-Attributed Graphs ACL 2026
Compressing LLM Knowledge into Graph Representations for Text-attributed Graphs Learning ACL 2026
Stage-Aware Graph Contrastive Learning with Node-oriented Mixture of Experts AAAI 2026
GraphTextack: A Realistic Black-Box Node Injection Attack on LLM-Enhanced GNNs AAAI 2026
GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design NAACL 2025
HiTuner: Hierarchical Semantic Fusion Model Fine-Tuning on Text-Attributed Graphs IJCAI 2025
Leveraging Large Language Models for Node Generation in Few-Shot Learning on Text-Attributed Graphs AAAI 2025
Out-of-Distribution Detection via LLM-Guided Outlier Generation for Text-attributed Graph ACL 2025
Taming Language Models for Text-attributed Graph Learning with Decoupled Aggregation ACL 2025
MARK: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering ACL 2025
Fair Text-Attributed Graph Representation Learning EMNLP 2025
Each graph is a new language: Graph Learning with LLMs ACL 2025
Can Large Language Models Act as Ensembler for Multi-GNNs? EMNLP 2025
Large Language Model Meets Graph Neural Network in Knowledge Distillation AAAI 2025
Can LLMs Convert Graphs to Text-Attributed Graphs? NAACL 2025
Text-Attributed Graph Learning with Coupled Augmentations COLING 2025
Bridging Local Details and Global Context in Text-Attributed Graphs EMNLP 2024
DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs NIPS 2024