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graph neural network

4,589 papers

GNNS GNN

Papers

Learning Efficient and Generalizable Human Representation with Human Gaussian Model ICCV 2025 Learning Efficient Positional Encodings with Graph Neural Networks ICLR 2025 Learning from Litigation: Graphs for Retrieval and Reasoning in eDiscovery ACL 2025 Learning Geometric Reasoning Networks For Robot Task And Motion Planning ICLR 2025 Learning Graph Invariance by Harnessing Spuriosity ICLR 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 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 system dynamics without forgetting ICLR 2025 Learning the Electronic Hamiltonian of Large Atomic Structures ICML 2025 Learning to Explore and Exploit with GNNs for Unsupervised Combinatorial Optimization ICLR 2025 Learning to Select Nodes in Branch and Bound with Sufficient Tree Representation ICLR 2025 Learn to Think: Bootstrapping LLM Logic Through Graph Representation Learning IJCAI 2025 LeCNet: A Legal Citation Network Benchmark Dataset AACL 2025 LegalSeg: Unlocking the Structure of Indian Legal Judgments Through Rhetorical Role Classification NAACL 2025 Less is More: Federated Graph Learning with Alleviating Topology Heterogeneity from A Causal Perspective ICML 2025 Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion NAACL 2025 Let Your Features Tell The Differences: Understanding Graph Convolution By Feature Splitting ICLR 2025 Leveraging Anatomical Consistency for Multi-Object Detection in Ultrasound Images via Source-free Unsupervised Domain Adaptation AAAI 2025