Graph Neural Networks

Learnable Expansion of Graph Operators for Multi-Modal Feature Fusion ICLR 2025 Learnable Spatial-Temporal Positional Encoding for Link Prediction ICML 2025 Learn from Global Rather Than Local: Consistent Context-Aware Representation Learning for Multi-View Graph Clustering IJCAI 2025 Learngene Tells You How to Customize: Task-Aware Parameter Initialization at Flexible Scales ICML 2025 Learning Complex Heterogeneous Multimodal Fake News via Social Latent Network Inference AAAI 2025 Learning Concept Prerequisite Relation via Global Knowledge Relation Optimization AAAI 2025 Learning Distributions of Complex Fluid Simulations with Diffusion Graph Networks ICLR 2025 Learning Efficient and Generalizable Human Representation with Human Gaussian Model ICCV 2025 Learning Efficient Positional Encodings with Graph Neural Networks ICLR 2025 Learning Equivariant Non-Local Electron Density Functionals ICLR 2025 Learning Geometric Reasoning Networks For Robot Task And Motion Planning ICLR 2025 Learning Graph Invariance by Harnessing Spuriosity ICLR 2025 Learning Initial Basis Selection for Linear Programming via Duality-Inspired Tripartite Graph Representation and Comprehensive Supervision ICML 2025 Learning Laplacian Positional Encodings for Heterophilous Graphs AISTATS 2025 Learning Latent Graph Structures and their Uncertainty ICML 2025 Learning local equivariant representations for quantum operators ICLR 2025 Learning Long Range Dependencies on Graphs via Random Walks ICLR 2025 Learning More Expressive General Policies for Classical Planning Domains AAAI 2025 Learning Multi-interest Embedding with Dynamic Graph Cluster for Sequention Recommendation UAI 2025 Learning Production Functions for Supply Chains with Graph Neural Networks AAAI 2025 Learning Regularization for Graph Inverse Problems AAAI 2025 Learning Semantic Part-Based Graph Structure for 3D Point Cloud Domain Generalization WACV 2025 Learning Splitting Heuristics in Divide-and-Conquer SAT Solvers with Reinforcement Learning ICLR 2025 Learning State-Based Node Representations from a Class Hierarchy for Fine-Grained Open-Set Detection ICML 2025 Learning system dynamics without forgetting ICLR 2025