graph representation learning

Intensity Profile Projection: A Framework for Continuous-Time Representation Learning for Dynamic Networks NeurIPS 2023 Joint Prediction of Audio Event and Annoyance Rating in an Urban Soundscape by Hierarchical Graph Representation Learning Interspeech 2023 KDLGT: A Linear Graph Transformer Framework via Kernel Decomposition Approach IJCAI 2023 K-Truss Based Temporal Graph Convolutional Network for Dynamic Graphs ACML 2023 LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation ICML 2023 Learnable Topological Features For Phylogenetic Inference via Graph Neural Networks ICLR 2023 Learning Causal Effects on Hypergraphs (Extended Abstract) IJCAI 2023 Learning Decomposed Spatial Relations for Multi-Variate Time-Series Modeling AAAI 2023 Learning Fair Graph Representations via Automated Data Augmentations ICLR 2023 Learning to Count Isomorphisms with Graph Neural Networks AAAI 2023 LGI-GT: Graph Transformers with Local and Global Operators Interleaving IJCAI 2023 Local-Global Defense against Unsupervised Adversarial Attacks on Graphs AAAI 2023 Lovász Principle for Unsupervised Graph Representation Learning NeurIPS 2023 MA-GCL: Model Augmentation Tricks for Graph Contrastive Learning AAAI 2023 Multiplex Graph Representation Learning via Common and Private Information Mining AAAI 2023 Multi-View MOOC Quality Evaluation via Information-Aware Graph Representation Learning AAAI 2023 Multi-View Robust Graph Representation Learning for Graph Classification IJCAI 2023 Neighbor Contrastive Learning on Learnable Graph Augmentation AAAI 2023 Neural Oscillators are Universal NeurIPS 2023 On Class Distributions Induced by Nearest Neighbor Graphs for Node Classification of Tabular Data NeurIPS 2023 Robust Causal Graph Representation Learning against Confounding Effects AAAI 2023 Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks AAAI 2023 SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations NeurIPS 2023 Sign and Basis Invariant Networks for Spectral Graph Representation Learning ICLR 2023 Signed Laplacian Graph Neural Networks AAAI 2023