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graph representation

392 papers

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Co-occurring keywords · papers mentioning both

graph neural network (120) representation learning (38) graph representation learning (33) node classification (31) link prediction (30) contrastive learning (27) knowledge graph (26) large language model (23) self-supervised learning (22) network embedding (21)

Papers

Deep Learning-Based Alternative Route Computation AISTATS 2024 Deep Orthogonal Hypersphere Compression for Anomaly Detection ICLR 2024 Discrete-state Continuous-time Diffusion for Graph Generation NeurIPS 2024 Disentangled Partial Label Learning AAAI 2024 DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs NeurIPS 2024 Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis CVPR 2024 Efficient Subgraph GNNs by Learning Effective Selection Policies ICLR 2024 Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings COLING 2024 Enhancing Graph Transformers with Hierarchical Distance Structural Encoding NeurIPS 2024 Enhancing Knowledge Selection via Multi-level Document Semantic Graph COLING 2024 FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions NeurIPS 2024 Foundation Model for Biomedical Graphs: Integrating Knowledge Graphs and Protein Structures to Large Language Models ACL 2024 FUG: Feature-Universal Graph Contrastive Pre-training for Graphs with Diverse Node Features NeurIPS 2024 GLBench: A Comprehensive Benchmark for Graph with Large Language Models NeurIPS 2024 Graph Anomaly Detection with Diffusion Model-Based Graph Enhancement (Student Abstract) AAAI 2024 Graph-based Virtual Sensing from Sparse and Partial Multivariate Observations ICLR 2024 GraphCroc: Cross-Correlation Autoencoder for Graph Structural Reconstruction NeurIPS 2024 Graph Guided Question Answer Generation for Procedural Question-Answering EACL 2024 Graph Learning in 4D: A Quaternion-Valued Laplacian to Enhance Spectral GCNs AAAI 2024 Graph Neural Networks Need Cluster-Normalize-Activate Modules NeurIPS 2024 Graph Neural Networks with Soft Association between Topology and Attribute AAAI 2024 Graph Representations for Machine Translation in Dialogue Settings EMNLP 2024 Hierarchical Topology Isomorphism Expertise Embedded Graph Contrastive Learning AAAI 2024 Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction AAAI 2024 Improving Graph Contrastive Learning via Adaptive Positive Sampling CVPR 2024