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Graph Neural Network

Papers

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Showing 2851–2900 of 3598 papers

TitleStatusHype
Multi-Label Text Classification by Graph Neural Network with Mixing Operations—0
DPGNN: Dual-Perception Graph Neural Network for Representation Learning—0
Simultaneous Missing Value Imputation and Structure Learning with Groups—0
An In-depth Summary of Recent Artificial Intelligence Applications in Drug Design—0
Maximize the Exploration of Congeneric Semantics for Weakly Supervised Semantic Segmentation—0
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering—0
Improving Generalization of Deep Reinforcement Learning-based TSP Solvers—0
Recurrent Brain Graph Mapper for Predicting Time-Dependent Brain Graph Evaluation TrajectoryCode0
Space-Time Graph Neural Networks—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
Revisiting Point Cloud Simplification: A Learnable Feature Preserving Approach—0
Automated airway segmentation by learning graphical structure—0
On the Effect of Input Perturbations for Graph Neural Networks—0
LEARNING GUARANTEES FOR GRAPH CONVOLUTIONAL NETWORKS ON THE STOCHASTIC BLOCK MODEL—0
Geometric Random Walk Graph Neural Networks via Implicit Layers—0
Trading Quality for Efficiency of Graph Partitioning: An Inductive Method across Graphs—0
Differentiable Scaffolding Tree for Molecule Optimization—0
Adaptive Multi-layer Contrastive Graph Neural Networks—0
Full-Precision Free Binary Graph Neural Networks—0
NeuroSED: Learning Subgraph Similarity via Graph Neural Networks—0
3D Pre-training improves GNNs for Molecular Property Prediction—0
A General Unified Graph Neural Network Framework Against Adversarial Attacks—0
Breaking Down Questions for Outside-Knowledge VQA—0
LPMARL: Linear Programming based Implicit Task Assigment for Hiearchical Multi-Agent Reinforcement Learning—0
DEEP GRAPH TREE NETWORKS—0
On Locality in Graph Learning via Graph Neural Network—0
PI-GNN: Towards Robust Semi-Supervised Node Classification against Noisy Labels—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
Semi-supervised Graph Neural Network for Particle-level Noise Removal—0
Untrained Graph Neural Networks for DenoisingCode0
Regression modeling on DNA encoded libraries—0
Graph Learning Augmented Heterogeneous Graph Neural Network for Social Recommendation—0
Efficient, Interpretable Graph Neural Network Representation for Angle-dependent Properties and its Application to Optical Spectroscopy—0
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning—0
Differentiable Scaffolding Tree for Molecular Optimization—0
Graph Neural Netwrok with Interaction Pattern for Group Recommendation—0
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
ProcK: Machine Learning for Knowledge-Intensive Processes—0
Graphine: A Dataset for Graph-aware Terminology Definition GenerationCode0
Single Image 3D Object Estimation with Primitive Graph NetworksCode0
SeDyT: A General Framework for Multi-Step Event Forecasting via Sequence Modeling on Dynamic Entity EmbeddingsCode0
GNisi: A graph network for reconstructing Ising models from multivariate binarized data—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1air0S1—Unverified