conftrace_
← Architectures
Deep Learning › Architectures ›

Graph Neural Networks

4,495 papers

Papers per year

Papers

Combinatorial Optimization and Reasoning with Graph Neural Networks JMLR 2023
Graph Alignment Kernels using Weisfeiler and Leman Hierarchies AISTATS 2023
Differentiable Meta Multigraph Search with Partial Message Propagation on Heterogeneous Information Networks AAAI 2023
ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction EMNLP 2023
Learn and Sample Together: Collaborative Generation for Graphic Design Layout IJCAI 2023
HandGCNFormer: A Novel Topology-Aware Transformer Network for 3D Hand Pose Estimation WACV 2023
Unifying Short and Long-Term Tracking With Graph Hierarchies CVPR 2023
Total Variation Graph Neural Networks ICML 2023
Where Will Players Move Next? Dynamic Graphs and Hierarchical Fusion for Movement Forecasting in Badminton AAAI 2023
SlotGAT: Slot-based Message Passing for Heterogeneous Graphs ICML 2023
CIGAR: Cross-Modality Graph Reasoning for Domain Adaptive Object Detection CVPR 2023
LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation ICML 2023
What Planning Problems Can A Relational Neural Network Solve? NIPS 2023
Wasserstein Barycenter Matching for Graph Size Generalization of Message Passing Neural Networks ICML 2023
InvGC: Robust Cross-Modal Retrieval by Inverse Graph Convolution EMNLP 2023
MGG: Accelerating Graph Neural Networks with Fine-Grained Intra-Kernel Communication-Computation Pipelining on Multi-GPU Platforms OSDI 2023
SubMix: Learning to Mix Graph Sampling Heuristics UAI 2023
TabPrompt: Graph-based Pre-training and Prompting for Few-shot Table Understanding EMNLP 2023
Rethinking Semi-Supervised Imbalanced Node Classification from Bias-Variance Decomposition NIPS 2023
Multi-source Semantic Graph-based Multimodal Sarcasm Explanation Generation ACL 2023
Fisher Information Embedding for Node and Graph Learning ICML 2023
LoNe Sampler: Graph Node Embeddings by Coordinated Local Neighborhood Sampling AAAI 2023
DualGATs: Dual Graph Attention Networks for Emotion Recognition in Conversations ACL 2023
Tailoring Self-Attention for Graph via Rooted Subtrees NIPS 2023
Substructure Aware Graph Neural Networks AAAI 2023