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Graph Neural Network

Papers

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Showing 2301–2350 of 3598 papers

TitleStatusHype
Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning—0
Multiscale Graph Neural Networks for Protein Residue Contact Map Prediction—0
On the Limit of Explaining Black-box Temporal Graph Neural Networks—0
A Model-based GNN for Learning Precoding—0
Enhancing Joint Multiple Intent Detection and Slot Filling with Global Intent-Slot Co-occurrenceCode0
Denoising Diffusion for Sampling SAT Solutions—0
Continuous Neural Algorithmic Planners—0
Confidence-Aware Graph Neural Networks for Learning Reliability Assessment Commitments—0
Proactive Robot Assistance via Spatio-Temporal Object ModelingCode0
Dual Information Enhanced Multi-view Attributed Graph Clustering—0
Understanding the Performance of Learning Precoding Policy with GNN and CNNs—0
FJMP: Factorized Joint Multi-Agent Motion Prediction over Learned Directed Acyclic Interaction Graphs—0
Learning Branching Heuristics from Graph Neural Networks—0
PatchGT: Transformer over Non-trainable Clusters for Learning Graph RepresentationsCode0
Extreme Acceleration of Graph Neural Network-based Prediction Models for Quantum Chemistry—0
Molecular Joint Representation Learning via Multi-modal Information—0
End-to-end Wind Turbine Wake Modelling with Deep Graph Representation Learning—0
Learning Cooperative Beamforming with Edge-Update Empowered Graph Neural Networks—0
Scalable Predictive Beamforming for IRS-Assisted Multi-User Communications: A Deep Learning Approach—0
An ensemble of VisNet, Transformer-M, and pretraining models for molecular property prediction in OGB Large-Scale Challenge @ NeurIPS 2022—0
MGADN: A Multi-task Graph Anomaly Detection Network for Multivariate Time Series—0
Pushing the Limits of Asynchronous Graph-based Object Detection with Event Cameras—0
Correlative Preference Transfer with Hierarchical Hypergraph Network for Multi-Domain Recommendation—0
Forecasting Unobserved Node States with spatio-temporal Graph Neural Networks—0
Spectral Adversarial Training for Robust Graph Neural NetworkCode0
Delay-aware Backpressure Routing Using Graph Neural NetworksCode0
Recommending Related Products Using Graph Neural Networks in Directed Graphs—0
Cross-Mode Knowledge Adaptation for Bike Sharing Demand Prediction using Domain-Adversarial Graph Neural Networks—0
Hierarchical Estimation for Effective and Efficient Sampling Graph Neural Network—0
Prototype-based Interpretable Graph Neural NetworksCode0
Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power Systems—0
Hierarchical Inference of the Lensing Convergence from Photometric Catalogs with Bayesian Graph Neural NetworksCode0
Dynamic Collaborative Multi-Agent Reinforcement Learning Communication for Autonomous Drone Reforestation—0
Similarity-based Feature Extraction for Large-scale Sparse Traffic ForecastingCode0
A Scalable Graph Neural Network Decoder for Short Block Codes—0
Learning Stable Graph Neural Networks via Spectral Regularization—0
Comprehensive Analysis of Over-smoothing in Graph Neural Networks from Markov Chains Perspective—0
Innovative Drug-like Molecule Generation from Flow-based Generative Model—0
DistGNN-MB: Distributed Large-Scale Graph Neural Network Training on x86 via Minibatch Sampling—0
GREENER: Graph Neural Networks for News Media Profiling—0
Contrastive Self-Supervised Learning for Skeleton Representations—0
Employing Graph Representations for Cell-level Characterization of Melanoma MELC Samples—0
Flaky Performances when Pretraining on Relational Databases—0
Semi-Equivariant Continuous Normalizing Flows for Target-Aware Molecule Generation—0
Reducing Down(stream)time: Pretraining Molecular GNNs using Heterogeneous AI AcceleratorsCode0
Review of coreference resolution in English and Persian—0
GENIUS: A Novel Solution for Subteam Replacement with Clustering-based Graph Neural Network—0
Retention Time Prediction for Chromatographic Enantioseparation by Quantile Geometry-enhanced Graph Neural Network—0
Application of Graph Neural Networks and graph descriptors for graph classification—0
Node-wise Domain Adaptation Based on Transferable Attention for Recognizing Road Rage via EEGCode0
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