node classification

Graph Contrastive Invariant Learning from the Causal Perspective AAAI 2024 Graph Neural Networks Do Not Always Oversmooth NeurIPS 2024 Graph Neural Networks Need Cluster-Normalize-Activate Modules NeurIPS 2024 Graph Neural Networks with Soft Association between Topology and Attribute AAAI 2024 Graph Neural Stochastic Diffusion for Estimating Uncertainty in Node Classification ICML 2024 Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning ICLR 2024 HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning NeurIPS 2024 HGDL: Heterogeneous Graph Label Distribution Learning NeurIPS 2024 HoloNets: Spectral Convolutions do extend to Directed Graphs ICLR 2024 HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs ICLR 2024 HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs EMNLP 2024 Hypergraph Neural Architecture Search AAAI 2024 Identifying Guarantors of War Veterans Using Robust-SEAL: A Case of the Korean War AAAI 2024 iGraphMix: Input Graph Mixup Method for Node Classification ICLR 2024 Improving Distinguishability of Class for Graph Neural Networks AAAI 2024 Improving Graph Networks Through Selection-Based Convolution WACV 2024 Improving IP Geolocation With Target-Centric IP Graph (Student Abstract) AAAI 2024 IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors NeurIPS 2024 Lˆ2GC:Lorentzian Linear Graph Convolutional Networks for Node Classification COLING 2024 Label-free Node Classification on Graphs with Large Language Models (LLMs) ICLR 2024 Learning on Large Graphs using Intersecting Communities NeurIPS 2024 Learning to Approximate Adaptive Kernel Convolution on Graphs AAAI 2024 Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers NeurIPS 2024 Linear Opinion Pooling for Uncertainty Quantification on Graphs UAI 2024 Matrix Manifold Neural Networks++ ICLR 2024