Graph Neural Networks

A Centrality-based Graph Learning Framework IJCAI 2025 A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks ICML 2025 Acquired TASTE: Multimodal Stance Detection with Textual and Structural Embeddings COLING 2025 Active Learning for Efficient Discovery of Optimal Combinatorial Perturbations ICML 2025 Adapting Precomputed Features for Efficient Graph Condensation ICML 2025 Adaptive Graph Unlearning IJCAI 2025 Adaptive Hyper-Graph Convolution Network for Skeleton-based Human Action Recognition with Virtual Connections ICCV 2025 Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching ICML 2025 Adaptive Multi-Faceted Service Capabilities Co-Prediction for Nationwide Terminal Stations in Logistics AAAI 2025 A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation AAAI 2025 Advancing Community Detection with Graph Convolutional Neural Networks: Bridging Topological and Attributive Cohesion IJCAI 2025 Advancing Graph Generation through Beta Diffusion ICLR 2025 Adversarial Contrastive Graph Augmentation with Counterfactual Regularization AAAI 2025 Adversarial Contrastive Graph Masked AutoEncoder Against Graph Structure and Feature Dual Attacks AAAI 2025 Adversarial Learning Based Knowledge Distillation on 3D Point Clouds WACV 2025 Adversarial Robust Generalization of Graph Neural Networks ICML 2025 A Dynamic Stiefel Graph Neural Network for Efficient Spatio-Temporal Time Series Forecasting IJCAI 2025 AeroGTO: An Efficient Graph-Transformer Operator for Learning Large-Scale Aerodynamics of 3D Vehicle Geometries AAAI 2025 A General Graph Spectral Wavelet Convolution via Chebyshev Order Decomposition ICML 2025 A Generalizable Anomaly Detection Method in Dynamic Graphs AAAI 2025 A Generic Continuous Multi-Joint Spinal Robotic System for Agile and Accurate Behaviors with GNN-MPC method RSS 2025 Aggregation Buffer: Revisiting DropEdge with a New Parameter Block ICML 2025 Aggregation Mechanism Based Graph Heterogeneous Networks Distillation IJCAI 2025 AGMixup: Adaptive Graph Mixup for Semi-supervised Node Classification AAAI 2025 A Graph Enhanced Symbolic Discovery Framework For Efficient Logic Optimization ICLR 2025