heterophilic graph

p-Laplacian Adaptation for Generative Pre-trained Vision-Language Models AAAI 2024 PolyGCL: GRAPH CONTRASTIVE LEARNING via Learnable Spectral Polynomial Filters ICLR 2024 Refining Latent Homophilic Structures over Heterophilic Graphs for Robust Graph Convolution Networks AAAI 2024 Robust Heterophilic Graph Learning against Label Noise for Anomaly Detection IJCAI 2024 Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs ICML 2024 UGC: Universal Graph Coarsening NeurIPS 2024 Beyond Homophily: Reconstructing Structure for Graph-agnostic Clustering ICML 2023 Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating AAAI 2023 Half-Hop: A graph upsampling approach for slowing down message passing ICML 2023 Imbalanced Node Classification Beyond Homophilic Assumption IJCAI 2023 Simple and Asymmetric Graph Contrastive Learning without Augmentations NeurIPS 2023 p-Laplacian Based Graph Neural Networks ICML 2022 Graph Pointer Neural Networks AAAI 2022