graph representation learning

Learning Adaptive Multiresolution Transforms via Meta-Framelet-based Graph Convolutional Network ICLR 2024 Learning Human Action Representations from Temporal Context in Lifestyle Vlogs ACL 2024 Learning Representations for Hierarchies with Minimal Support NeurIPS 2024 Leveraging Tumor Heterogeneity: Heterogeneous Graph Representation Learning for Cancer Survival Prediction in Whole Slide Images NeurIPS 2024 LG-GNN: Local-Global Adaptive Graph Neural Network for Modeling Both Homophily and Heterophily IJCAI 2024 Line Graph Vietoris-Rips Persistence Diagram for Topological Graph Representation Learning JMLR 2024 Motif-Aware Riemannian Graph Neural Network with Generative-Contrastive Learning AAAI 2024 Multimodal Graph Neural Architecture Search under Distribution Shifts AAAI 2024 On provable privacy vulnerabilities of graph representations NeurIPS 2024 Orchestrating Plasticity and Stability: A Continual Knowledge Graph Embedding Framework with Bio-Inspired Dual-Mask Mechanism ACML 2024 Pure Message Passing Can Estimate Common Neighbor for Link Prediction NeurIPS 2024 Revisiting Self-Supervised Heterogeneous Graph Learning from Spectral Clustering Perspective NeurIPS 2024 Sterling: Synergistic Representation Learning on Bipartite Graphs AAAI 2024 Temporal Graph Neural Tangent Kernel with Graphon-Guaranteed NeurIPS 2024 Temporal Graph ODEs for Irregularly-Sampled Time Series IJCAI 2024 Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective AAAI 2024 Tractable Probabilistic Graph Representation Learning with Graph-Induced Sum-Product Networks ICLR 2024 Transitivity-Preserving Graph Representation Learning for Bridging Local Connectivity and Role-Based Similarity AAAI 2024 Understanding Survey Paper Taxonomy about Large Language Models via Graph Representation Learning ACL 2024 Unified Graph Augmentations for Generalized Contrastive Learning on Graphs NeurIPS 2024 Union Subgraph Neural Networks AAAI 2024 What Is Missing For Graph Homophily? Disentangling Graph Homophily For Graph Neural Networks NeurIPS 2024 Active Learning based Structural Inference ICML 2023 A Generalization of ViT/MLP-Mixer to Graphs ICML 2023 A Provable Framework of Learning Graph Embeddings via Summarization AAAI 2023