← Architectures
Deep Learning › Architectures ›

Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Exploring Consistency in Graph Representations: from Graph Kernels to Graph Neural Networks NIPS 2024
DeltaDock: A Unified Framework for Accurate, Efficient, and Physically Reliable Molecular Docking NIPS 2024
Invariant and Equivariant Reynolds Networks JMLR 2024
GFT: Graph Foundation Model with Transferable Tree Vocabulary NIPS 2024
Scale Equivariant Graph Metanetworks NIPS 2024
PURE: Prompt Evolution with Graph ODE for Out-of-distribution Fluid Dynamics Modeling NIPS 2024
Logical characterizations of recurrent graph neural networks with reals and floats NIPS 2024
Automated Camera Calibration via Homography Estimation With GNNs WACV 2024
Distributed-Order Fractional Graph Operating Network NIPS 2024
A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening NIPS 2024
RIMeshGNN: A Rotation-Invariant Graph Neural Network for Mesh Classification WACV 2024
VD-GR: Boosting Visual Dialog With Cascaded Spatial-Temporal Multi-Modal Graphs WACV 2024
Uncovering the Redundancy in Graph Self-supervised Learning Models NIPS 2024
NetVigil: Robust and Low-Cost Anomaly Detection for East-West Data Center Security NSDI 2024
Visual Data Diagnosis and Debiasing with Concept Graphs NIPS 2024
Generative Modelling of Structurally Constrained Graphs NIPS 2024
Explore Internal and External Similarity for Single Image Deraining with Graph Neural Networks IJCAI 2024
Self-Supervised Learning for Enhancing Spatial Awareness in Free-Hand Sketches IJCAI 2024
Assembly Fuzzy Representation on Hypergraph for Open-Set 3D Object Retrieval NIPS 2024
UniIF: Unified Molecule Inverse Folding NIPS 2024
UniGAD: Unifying Multi-level Graph Anomaly Detection NIPS 2024
A Topology-aware Graph Coarsening Framework for Continual Graph Learning NIPS 2024
Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification NIPS 2024
PhyloGen: Language Model-Enhanced Phylogenetic Inference via Graph Structure Generation NIPS 2024
BackTime: Backdoor Attacks on Multivariate Time Series Forecasting NIPS 2024