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Graph Theory

1,376 papers

Papers per year

20
59
149
67
'10
'15
'20
'25

Papers

Factor Graph Grammars NIPS 2020
Nonconvex Sparse Graph Learning under Laplacian Constrained Graphical Model NIPS 2020
Community detection in sparse time-evolving graphs with a dynamical Bethe-Hessian NIPS 2020
Factor Graph Neural Networks NIPS 2020
Adaptive Probing Policies for Shortest Path Routing NIPS 2020
Adaptive Shrinkage Estimation for Streaming Graphs NIPS 2020
Discovering conflicting groups in signed networks NIPS 2020
Learning Some Popular Gaussian Graphical Models without Condition Number Bounds NIPS 2020
Manifold structure in graph embeddings NIPS 2020
Node Embeddings and Exact Low-Rank Representations of Complex Networks NIPS 2020
Efficient Learning of Discrete Graphical Models NIPS 2020
Robust Multi-Object Matching via Iterative Reweighting of the Graph Connection Laplacian NIPS 2020
Dense Correspondences between Human Bodies via Learning Transformation Synchronization on Graphs NIPS 2020
Digraph Inception Convolutional Networks NIPS 2020
On the Role of Sparsity and DAG Constraints for Learning Linear DAGs NIPS 2020
Provable Overlapping Community Detection in Weighted Graphs NIPS 2020
COPT: Coordinated Optimal Transport on Graphs NIPS 2020
Adversarial Attacks on Deep Graph Matching NIPS 2020
Convergence and Stability of Graph Convolutional Networks on Large Random Graphs NIPS 2020
Weisfeiler and Leman go sparse: Towards scalable higher-order graph embeddings NIPS 2020
True Nonlinear Dynamics from Incomplete Networks AAAI 2020
Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer AAAI 2020
A Graph Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction AAAI 2020
Finding Minimum-Weight Link-Disjoint Paths with a Few Common Nodes AAAI 2020
Hiding in Multilayer Networks AAAI 2020