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graph structure

190 papers

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Co-occurring keywords

graph neural network (3962) large language model (13587) knowledge graph (1837) representation learning (6206) node classification (482) link prediction (624) contrastive learning (4032) language model (4599) transfer learning (5449) unsupervised learning (3264)

Papers

Randomized Experimental Design for Causal Graph Discovery NIPS 2014
Learning Graphs with a Few Hubs ICML 2014
Visual Semantic Complex Network for Web Images ICCV 2013
Online Similarity Prediction of Networked Data from Known and Unknown Graphs COLT 2013
Graph-Laplacian PCA: Closed-Form Solution and Robustness CVPR 2013
Learning with Partially Absorbing Random Walks NIPS 2012
Sparsistency of the Edge Lasso over Graphs AISTATS 2012
A Divide-and-Conquer Method for Sparse Inverse Covariance Estimation NIPS 2012
Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation NIPS 2011
Learning a Distance Metric from a Network NIPS 2011
Relational Learning with One Network: An Asymptotic Analysis AISTATS 2011
Data Skeletonization via Reeb Graphs NIPS 2011
Relating Function Class Complexity and Cluster Structure in the Function Domain with Applications to Transduction AISTATS 2010
More data means less inference: A pseudo-max approach to structured learning NIPS 2010
Model Selection in Gaussian Graphical Models: High-Dimensional Consistency of \boldmath$\ell_1$-regularized MLE NIPS 2008