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Graph Neural Networks

4,495 papers

Papers per year

Papers

Affinity-Aware Graph Networks NIPS 2023
Path Neural Networks: Expressive and Accurate Graph Neural Networks ICML 2023
Detecting Multivariate Time Series Anomalies with Zero Known Label AAAI 2023
Learning to Group Auxiliary Datasets for Molecule NIPS 2023
Efficiently incorporating quintuple interactions into geometric deep learning force fields NIPS 2023
Transformers over Directed Acyclic Graphs NIPS 2023
Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning AAAI 2023
High dimensional, tabular deep learning with an auxiliary knowledge graph NIPS 2023
Predicting Global Label Relationship Matrix for Graph Neural Networks under Heterophily NIPS 2023
Multi-View Robust Graph Representation Learning for Graph Classification IJCAI 2023
Neighbor Auto-Grouping Graph Neural Networks for Handover Parameter Configuration in Cellular Network AAAI 2023
Evaluating the Robustness of Interpretability Methods through Explanation Invariance and Equivariance NIPS 2023
Aspect-to-Scope Oriented Multi-view Contrastive Learning for Aspect-based Sentiment Analysis EMNLP 2023
Personalized Subgraph Federated Learning ICML 2023
Generating Novel, Designable, and Diverse Protein Structures by Equivariantly Diffusing Oriented Residue Clouds ICML 2023
SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations NIPS 2023
Fine-grained Expressivity of Graph Neural Networks NIPS 2023
Generated Graph Detection ICML 2023
Graph Neural Tangent Kernel: Convergence on Large Graphs ICML 2023
Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View AAAI 2023
THOR-Net: End-to-End Graformer-Based Realistic Two Hands and Object Reconstruction With Self-Supervision WACV 2023
A Probabilistic Graph Diffusion Model for Source Localization (Student Abstract) AAAI 2023
A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension AAAI 2023
PPAT: Progressive Graph Pairwise Attention Network for Event Causality Identification IJCAI 2023
Neural Graph Control Barrier Functions Guided Distributed Collision-avoidance Multi-agent Control CORL 2023