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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

Joint Domain Adaptive Graph Convolutional Network IJCAI 2024 Learning Low-dimensional Multi-domain Knowledge Graph Embedding via Dual Archimedean Spirals ACL 2024 Learning Representations for Hierarchies with Minimal Support NeurIPS 2024 Learning to Stop Cut Generation for Efficient Mixed-Integer Linear Programming AAAI 2024 Limits of Theory of Mind Modelling in Dialogue-Based Collaborative Plan Acquisition ACL 2024 Linear Cross-document Event Coreference Resolution with X-AMR COLING 2024 LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddings NeurIPS 2024 Neural Architecture Retrieval ICLR 2024 nlp_enjoyers at TextGraphs-17 Shared Task: Text-Graph Representations for Knowledge Graph Question Answering using all-MPNet ACL 2024 On provable privacy vulnerabilities of graph representations NeurIPS 2024 Polynormer: Polynomial-Expressive Graph Transformer in Linear Time ICLR 2024 Position: Topological Deep Learning is the New Frontier for Relational Learning ICML 2024 ProG: A Graph Prompt Learning Benchmark NeurIPS 2024 Pure Message Passing Can Estimate Common Neighbor for Link Prediction NeurIPS 2024 Residual Hyperbolic Graph Convolution Networks AAAI 2024 Rethinking Graph Masked Autoencoders through Alignment and Uniformity AAAI 2024 Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy NeurIPS 2024 SCO-VIST: Social Interaction Commonsense Knowledge-based Visual Storytelling EACL 2024 SEA-GWNN: Simple and Effective Adaptive Graph Wavelet Neural Network AAAI 2024 Successive POI Recommendation via Brain-Inspired Spatiotemporal Aware Representation AAAI 2024 Taming the Long Tail in Human Mobility Prediction NeurIPS 2024 Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights NeurIPS 2024 TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs NeurIPS 2024 The Emergence of Compositional Languages in Multi-entity Referential Games: from Image to Graph Representations EMNLP 2024 The Mystery of the Pathological Path-star Task for Language Models EMNLP 2024