conftrace_
← Architectures
Deep Learning › Architectures ›

Graph Neural Networks

4,522 papers

Papers per year

1
2
504
532
'10
'15
'20
'25

Papers

Spiking Graph Convolutional Networks IJCAI 2022
MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion EMNLP 2022
Topological Semantic Graph Memory for Image-Goal Navigation CORL 2022
DynGL-SDP: Dynamic Graph Learning for Semantic Dependency Parsing COLING 2022
Boosting Graph Structure Learning with Dummy Nodes ICML 2022
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction ACL 2022
Graph Neural Networks with Adaptive Readouts NIPS 2022
NGEP: A Graph-based Event Planning Framework for Story Generation IJCNLP 2022
Graph Scattering beyond Wavelet Shackles NIPS 2022
Proactive Robot Assistance via Spatio-Temporal Object Modeling CORL 2022
Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination NIPS 2022
GNN-Retro: Retrosynthetic Planning with Graph Neural Networks AAAI 2022
Continuous Temporal Graph Networks for Event-Based Graph Data NAACL 2022
Rethinking Graph Neural Networks for Anomaly Detection ICML 2022
Bandits for Structure Perturbation-Based Black-Box Attacks To Graph Neural Networks With Theoretical Guarantees CVPR 2022
Deep Orientation-Aware Functional Maps: Tackling Symmetry Issues in Shape Matching CVPR 2022
PAIGE: Personalized Adaptive Interactions Graph Encoder for Query Rewriting in Dialogue Systems EMNLP 2022
GraphMemDialog: Optimizing End-to-End Task-Oriented Dialog Systems Using Graph Memory Networks AAAI 2022
DialogueEIN: Emotion Interaction Network for Dialogue Affective Analysis COLING 2022
On the Robustness of Graph Neural Diffusion to Topology Perturbations NIPS 2022
Capsule Graph Neural Network for Multi-Label Image Recognition (Student Abstract) AAAI 2022
Robust Graph Structure Learning via Multiple Statistical Tests NIPS 2022
DDI-MuG: Multi-aspect Graphs for Drug-Drug Interaction Extraction EMNLP 2022
Few-Shot Learning on Graphs IJCAI 2022
True or False? Detecting False Information on Social Media Using Graph Neural Networks COLING 2022