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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Spatio-Spectral Graph Neural Networks NIPS 2024
Pard: Permutation-Invariant Autoregressive Diffusion for Graph Generation NIPS 2024
MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction AAAI 2024
Recurrent Graph Neural Networks and Their Connections to Bisimulation and Logic AAAI 2024
HAGO-Net: Hierarchical Geometric Message Passing for Molecular Representation Learning AAAI 2024
A Graph Dynamics Prior for Relational Inference AAAI 2024
Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers NIPS 2024
Towards Fair Graph Federated Learning via Incentive Mechanisms AAAI 2024
Decoupled Contrastive Multi-View Clustering with High-Order Random Walks AAAI 2024
GUIDE: Creating Semantic Domain Dictionaries for Low-Resource Languages EACL 2024
NodeMixup: Tackling Under-Reaching for Graph Neural Networks AAAI 2024
Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction AAAI 2024
On the Power of Small-size Graph Neural Networks for Linear Programming NIPS 2024
Advancing Saliency Ranking with Human Fixations: Dataset Models and Benchmarks CVPR 2024
ASWT-SGNN: Adaptive Spectral Wavelet Transform-Based Self-Supervised Graph Neural Network AAAI 2024
ECHO-GL: Earnings Calls-Driven Heterogeneous Graph Learning for Stock Movement Prediction AAAI 2024
LiDAR-based Person Re-identification CVPR 2024
Rethinking Propagation for Unsupervised Graph Domain Adaptation AAAI 2024
Beyond OOD State Actions: Supported Cross-Domain Offline Reinforcement Learning AAAI 2024
MESA: Matching Everything by Segmenting Anything CVPR 2024
Attention-Induced Embedding Imputation for Incomplete Multi-View Partial Multi-Label Classification AAAI 2024
Towards Inductive Robustness: Distilling and Fostering Wave-Induced Resonance in Transductive GCNs against Graph Adversarial Attacks AAAI 2024
DFA-GNN: Forward Learning of Graph Neural Networks by Direct Feedback Alignment NIPS 2024
Hypergraph Neural Architecture Search AAAI 2024
Value at Adversarial Risk: A Graph Defense Strategy against Cost-Aware Attacks AAAI 2024