graph representation learning

Augment to Interpret: Unsupervised and Inherently Interpretable Graph Embeddings ACML 2023 Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating AAAI 2023 Causal-Based Supervision of Attention in Graph Neural Network: A Better and Simpler Choice towards Powerful Attention IJCAI 2023 Certifiably Robust Graph Contrastive Learning NeurIPS 2023 Characterizing personalized effects of family information on disease risk using graph representation learning MLHC 2023 Characterizing Polarization in Social Networks using the Signed Relational Latent Distance Model AISTATS 2023 Deep Graph Representation Learning and Optimization for Influence Maximization ICML 2023 Deep Graph Structural Infomax AAAI 2023 Directional diffusion models for graph representation learning NeurIPS 2023 Disentangled Multiplex Graph Representation Learning ICML 2023 Does Invariant Graph Learning via Environment Augmentation Learn Invariance? NeurIPS 2023 Don't Ignore Alienation and Marginalization: Correlating Fraud Detection IJCAI 2023 DropMessage: Unifying Random Dropping for Graph Neural Networks AAAI 2023 Efficiently Forgetting What You Have Learned in Graph Representation Learning via Projection AISTATS 2023 From Node Interaction To Hop Interaction: New Effective and Scalable Graph Learning Paradigm CVPR 2023 FTM: A Frame-Level Timeline Modeling Method for Temporal Graph Representation Learning AAAI 2023 GALOPA: Graph Transport Learning with Optimal Plan Alignment NeurIPS 2023 Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling AAAI 2023 Graph Contrastive Learning with Stable and Scalable Spectral Encoding NeurIPS 2023 Graph Mixture of Experts: Learning on Large-Scale Graphs with Explicit Diversity Modeling NeurIPS 2023 Graph Propagation Transformer for Graph Representation Learning IJCAI 2023 GRIP: Graph Representation of Immune Repertoire Using Graph Neural Network and Transformer AAAI 2023 Heterogeneous Graph Masked Autoencoders AAAI 2023 Hierarchical Transformer for Scalable Graph Learning IJCAI 2023 Implications of sparsity and high triangle density for graph representation learning AISTATS 2023