graph representation learning

Spectral Augmentations for Graph Contrastive Learning AISTATS 2023 Taming graph kernels with random features ICML 2023 Temporal Graph Benchmark for Machine Learning on Temporal Graphs NeurIPS 2023 Weisfeiler and Leman go Machine Learning: The Story so far JMLR 2023 Adaptive Kernel Graph Neural Network AAAI 2022 An Effective and Efficient Entity Alignment Decoding Algorithm via Third-Order Tensor Isomorphism ACL 2022 Augmentation-Free Self-Supervised Learning on Graphs AAAI 2022 Augment with Care: Contrastive Learning for Combinatorial Problems ICML 2022 AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators AAAI 2022 Automated Self-Supervised Learning for Graphs ICLR 2022 A Variational Edge Partition Model for Supervised Graph Representation Learning NeurIPS 2022 Context-Aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs AAAI 2022 Decimated Framelet System on Graphs and Fast G-Framelet Transforms JMLR 2022 Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction IJCAI 2022 DynGL-SDP: Dynamic Graph Learning for Semantic Dependency Parsing COLING 2022 Equivariant Quantum Graph Circuits ICML 2022 Geodesic Graph Neural Network for Efficient Graph Representation Learning NeurIPS 2022 Graph Coloring via Neural Networks for Haplotype Assembly and Viral Quasispecies Reconstruction NeurIPS 2022 Graphein - a Python Library for Geometric Deep Learning and Network Analysis on Biomolecular Structures and Interaction Networks NeurIPS 2022 Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning AAAI 2022 Gromov-Wasserstein Discrepancy with Local Differential Privacy for Distributed Structural Graphs IJCAI 2022 Identifying ATT&CK Tactics in Android Malware Control Flow Graph through Graph Representation Learning and Interpretability (Student Abstract) AAAI 2022 Large-Scale Representation Learning on Graphs via Bootstrapping ICLR 2022 Learning from Counterfactual Links for Link Prediction ICML 2022 Learning Invariant Graph Representations for Out-of-Distribution Generalization NeurIPS 2022