← Architectures
Deep Learning › Architectures ›

Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Exponential Quantum Communication Advantage in Distributed Inference and Learning NIPS 2024
Supra-Laplacian Encoding for Transformer on Dynamic Graphs NIPS 2024
Online Relational Inference for Evolving Multi-agent Interacting Systems NIPS 2024
How Does Message Passing Improve Collaborative Filtering? NIPS 2024
UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems NIPS 2024
Learning Representations for Hierarchies with Minimal Support NIPS 2024
Enhancing Chess Reinforcement Learning with Graph Representation NIPS 2024
Learning Cooperative Trajectory Representations for Motion Forecasting NIPS 2024
DEL: Discrete Element Learner for Learning 3D Particle Dynamics with Neural Rendering NIPS 2024
GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts NIPS 2024
Spiking Graph Neural Network on Riemannian Manifolds NIPS 2024
GraphCroc: Cross-Correlation Autoencoder for Graph Structural Reconstruction NIPS 2024
Directed Hypergraph Representation Learning for Link Prediction AISTATS 2024
Auditory Spatial Attention Detection Based on Feature Disentanglement and Brain Connectivity-Informed Graph Neural Networks INTERSPEECH 2024
DGPN: A Dual Graph Prototypical Network for Few-Shot Speech Spoofing Algorithm Recognition INTERSPEECH 2024
Multi-label Bird Species Classification from Field Recordings using Mel_Graph-GCN Framework INTERSPEECH 2024
On the Power of Small-size Graph Neural Networks for Linear Programming NIPS 2024
Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers NIPS 2024
Graph Convolutions Enrich the Self-Attention in Transformers! NIPS 2024
GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning NIPS 2024
An End-To-End Graph Attention Network Hashing for Cross-Modal Retrieval NIPS 2024
GLiDR: Topologically Regularized Graph Generative Network for Sparse LiDAR Point Clouds CVPR 2024
VS: Reconstructing Clothed 3D Human from Single Image via Vertex Shift CVPR 2024
SignGraph: A Sign Sequence is Worth Graphs of Nodes CVPR 2024
Image Processing GNN: Breaking Rigidity in Super-Resolution CVPR 2024