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Graph Neural Network

Papers

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Showing 951–1000 of 3598 papers

TitleStatusHype
Leap: Inductive Link Prediction via Learnable TopologyAugmentationCode0
DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery -- A Focus on Affinity Prediction Problems with Noise AnnotationsCode0
Language Independent Neuro-Symbolic Semantic Parsing for Form UnderstandingCode0
DrugChat: Towards Enabling ChatGPT-Like Capabilities on Drug Molecule GraphsCode0
Brain Networks and Intelligence: A Graph Neural Network Based Approach to Resting State fMRI DataCode0
Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++Code0
Language Semantic Graph Guided Data-Efficient LearningCode0
DR-Label: Improving GNN Models for Catalysis Systems by Label Deconstruction and ReconstructionCode0
Brain Multigraph Prediction using Topology-Aware Adversarial Graph Neural NetworkCode0
Knowledge Transfer for Out-of-Knowledge-Base Entities: A Graph Neural Network ApproachCode0
Know Your Neighborhood: General and Zero-Shot Capable Binary Function Search Powered by Call GraphletsCode0
Multi-View Empowered Structural Graph Wordification for Language ModelsCode0
DPGAN: A Dual-Path Generative Adversarial Network for Missing Data Imputation in GraphsCode0
Dr-COVID: Graph Neural Networks for SARS-CoV-2 Drug RepurposingCode0
Learning Hyper Label Model for Programmatic Weak SupervisionCode0
Knowledge-aware Evolutionary Graph Neural Architecture SearchCode0
Bottleneck Analysis of Dynamic Graph Neural Network Inference on CPU and GPUCode0
Do Sentence Interactions Matter? Leveraging Sentence Level Representations for Fake News ClassificationCode0
DOM-Q-NET: Grounded RL on Structured LanguageCode0
Knowledge-Enhanced Recommendation with User-Centric Subgraph NetworkCode0
Domain Separation Graph Neural Networks for Saliency Object RankingCode0
Boosting Few-shot Action Recognition with Graph-guided Hybrid MatchingCode0
Joint Graph Learning and Matching for Semantic Feature CorrespondenceCode0
Encoding protein dynamic information in graph representation for functional residue identificationCode0
Joint Flying Relay Location and Routing Optimization for 6G UAV–IoT Networks: A Graph Neural Network-Based ApproachCode0
Joint Learning Neuronal Skeleton and Brain Circuit Topology with Permutation Invariant Encoders for Neuron ClassificationCode0
Domain-adaptive Message Passing Graph Neural NetworkCode0
Iterative Sizing Field Prediction for Adaptive Mesh Generation From Expert DemonstrationsCode0
Learning the dynamics of a one-dimensional plasma model with graph neural networksCode0
End-to-end video instance segmentation via spatial-temporal graph neural networksCode0
DNA Language Model and Interpretable Graph Neural Network Identify Genes and Pathways Involved in Rare DiseasesCode0
Jet Discrimination with Quantum Complete Graph Neural NetworkCode0
Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender SystemsCode0
I Open at the Close: A Deep Reinforcement Learning Evaluation of Open Streets InitiativesCode0
iSpLib: A Library for Accelerating Graph Neural Networks using Auto-tuned Sparse OperationsCode0
BlueTempNet: A Temporal Multi-network Dataset of Social Interactions in Bluesky SocialCode0
Investigating Relational State Abstraction in Collaborative MARLCode0
Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal FusionCode0
Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based ApproachCode0
Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for RecommendationCode0
DistrictNet: Decision-aware learning for geographical districtingCode0
BloomGML: Graph Machine Learning through the Lens of Bilevel OptimizationCode0
Invariant Representations of Embedded Simplicial ComplexesCode0
Invertible Neural Networks for Graph PredictionCode0
Iterative GNN-based Decoder for Question GenerationCode0
Distributed-Order Fractional Graph Operating NetworkCode0
Black-box Adversarial Attacks on Network-wide Multi-step Traffic State Prediction ModelsCode0
Interpretable Graph Neural Networks for Heterogeneous Tabular DataCode0
Interpretable Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph RepresentationsCode0
Interpretable Triplet Importance for Personalized RankingCode0
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