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graph learning

120 papers

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Co-occurring keywords

graph neural network (3945) semi-supervised learning (2331) multi-view clustering (199) node classification (480) large language model (12755) causal discovery (459) label propagation (185) link prediction (620) sample complexity (1158) graph structure (189)

Papers

Graphical Models in Heavy-Tailed Markets NIPS 2021
Property-Aware Relation Networks for Few-Shot Molecular Property Prediction NIPS 2021
Reasoning Visual Dialog with Sparse Graph Learning and Knowledge Transfer EMNLP 2021
Embedding Words in Non-Vector Space with Unsupervised Graph Learning EMNLP 2020
Quadratic Decomposable Submodular Function Minimization: Theory and Practice JMLR 2020
MetAL: Active Semi-Supervised Learning on Graphs via Meta-Learning ACML 2020
Self-paced Consensus Clustering with Bipartite Graph IJCAI 2020
Robust Self-Weighted Multi-View Projection Clustering AAAI 2020
Non Parametric Graph Learning for Bayesian Graph Neural Networks UAI 2020
Label Distribution Learning on Auxiliary Label Space Graphs for Facial Expression Recognition CVPR 2020
Convergence and Stability of Graph Convolutional Networks on Large Random Graphs NIPS 2020
Unified Graph and Low-Rank Tensor Learning for Multi-View Clustering AAAI 2020
Semi-Supervised Learning With Graph Learning-Convolutional Networks CVPR 2019
Latent Multi-view Semi-Supervised Classification ACML 2019
Learning Erdos-Renyi Random Graphs via Edge Detecting Queries NIPS 2019
Structured Graph Learning Via Laplacian Spectral Constraints NIPS 2019
Learning Context Graph for Person Search CVPR 2019
Learning Nearest Neighbor Graphs from Noisy Distance Samples NIPS 2019
On Learning Graphs with Edge-Detecting Queries ALT 2019
Robust Auto-Weighted Multi-View Clustering IJCAI 2018
Improved large-scale graph learning through ridge spectral sparsification ICML 2018
Learning Diffusion using Hyperparameters ICML 2018
Coarse-to-fine Image Co-segmentation with Intra and Inter Rank Constraints IJCAI 2018
Bandit Online Learning on Graphs via Adaptive Optimization IJCAI 2018
Approximating the maximum weighted decomposable graph problem with applications to probabilistic graphical models PGM 2018