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Graph Neural Network

Papers

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Showing 2551–2600 of 3598 papers

TitleStatusHype
Recurrent Brain Graph Mapper for Predicting Time-Dependent Brain Graph Evaluation TrajectoryCode0
NUS-IDS at FinCausal 2021: Dependency Tree in Graph Neural Network for Better Cause-Effect Span DetectionCode1
Space-Time Graph Neural Networks—0
Improving Generalization of Deep Reinforcement Learning-based TSP Solvers—0
Permute Me Softly: Learning Soft Permutations for Graph RepresentationsCode0
Hierarchical information matters: Text classification via tree based graph neural networkCode0
Wireless Link Scheduling via Graph Representation Learning: A Comparative Study of Different Supervision LevelsCode0
Automated airway segmentation by learning graphical structure—0
Revisiting Point Cloud Simplification: A Learnable Feature Preserving Approach—0
Breaking Down Questions for Outside-Knowledge VQA—0
Differentiable Scaffolding Tree for Molecule Optimization—0
PI-GNN: Towards Robust Semi-Supervised Node Classification against Noisy Labels—0
A General Unified Graph Neural Network Framework Against Adversarial Attacks—0
On Locality in Graph Learning via Graph Neural Network—0
3D Pre-training improves GNNs for Molecular Property Prediction—0
Full-Precision Free Binary Graph Neural Networks—0
Trading Quality for Efficiency of Graph Partitioning: An Inductive Method across Graphs—0
DEEP GRAPH TREE NETWORKS—0
LPMARL: Linear Programming based Implicit Task Assigment for Hiearchical Multi-Agent Reinforcement Learning—0
Geometric Random Walk Graph Neural Networks via Implicit Layers—0
On the Effect of Input Perturbations for Graph Neural Networks—0
LEARNING GUARANTEES FOR GRAPH CONVOLUTIONAL NETWORKS ON THE STOCHASTIC BLOCK MODEL—0
NeuroSED: Learning Subgraph Similarity via Graph Neural Networks—0
Adaptive Multi-layer Contrastive Graph Neural Networks—0
Concept-Aware Denoising Graph Neural Network for Micro-Video Recommendation—0
Data-driven Taylor-Galerkin finite-element scheme for convection problems—0
Graph Neural Network-based Resource Allocation Strategies for Multi-Object SpectroscopyCode0
HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting—0
A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and DirectionsCode0
Hybrid Quantum Classical Graph Neural Networks for Particle Track ReconstructionCode1
Scalable deeper graph neural networks for high-performance materials property predictionCode1
Regression modeling on DNA encoded libraries—0
Semi-supervised Graph Neural Network for Particle-level Noise Removal—0
Graph Learning Augmented Heterogeneous Graph Neural Network for Social Recommendation—0
Untrained Graph Neural Networks for DenoisingCode0
How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence ViewCode1
Efficient, Interpretable Graph Neural Network Representation for Angle-dependent Properties and its Application to Optical Spectroscopy—0
Differentiable Scaffolding Tree for Molecular Optimization—0
ENERO: Efficient Real-Time WAN Routing Optimization with Deep Reinforcement LearningCode1
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning—0
Graph Neural Netwrok with Interaction Pattern for Group Recommendation—0
Learning through structure: towards deep neuromorphic knowledge graph embeddingsCode1
Edge-similarity-aware Graph Neural NetworksCode0
RaWaNet: Enriching Graph Neural Network Input via Random Walks on Graphs—0
Shape-Biased Domain Generalization via Shock Graph Embeddings—0
A Joint Graph and Image Convolution Network for Automatic Brain Tumor SegmentationCode1
ProcK: Machine Learning for Knowledge-Intensive Processes—0
Open-World Distributed Robot Self-Localization with Transferable Visual Vocabulary and Both Absolute and Relative Features—0
SeDyT: A General Framework for Multi-Step Event Forecasting via Sequence Modeling on Dynamic Entity EmbeddingsCode0
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous GraphCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1air0S1—Unverified