Code for NeurIPS 2022 paper "Knowledge Distillation Improves Graph Structure Augmentation for Graph Neural Networks"
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Feb 27, 2024 - Python
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graph-structure-learning
Here are 15 public repositories matching this topic...
"GraphEdit: Large Language Models for Graph Structure Learning"
graph-learning graph-neural-networks graph-structure-learning large-language-models instruction-tuning
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Jun 24, 2024 - Python
Source code for WWW 2021 paper "Graph Structure Estimation Neural Networks"
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Jul 15, 2021 - Python
Codes for "Property-Aware Relation Networks for Few-shot Molecular Property Prediction (NeurIPS 2021)".
drug-discovery one-shot-learning meta-learning few-shot-learning molecular-property graph-structure-learning molecular-representation-learning
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Feb 22, 2022 - Python
[WWW 2022] The source code of "Evidence-aware Fake News Detection with Graph Neural Networks"
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Apr 23, 2024 - Python
[ACMMM 2021] PyTorch implementation for "Mining Latent Structures for Multimedia Recommendation"
deep-learning pytorch recommender-systems personalized-recommendation graph-structure-learning multimedia-recommendation
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Apr 24, 2024 - Python
Codes for SHINE published in EMNLP 2021.
text-classification semi-supervised-learning short-text-classification graph-neural-networks graph-structure-learning hierarchical-graph-neural-network
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Jul 1, 2022 - Python
This is an official implementation for "Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure Space" accepted at ICLR 2022.
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Sep 25, 2023 - Python
ACM MM'23: A Tale of Two Graphs: Freezing and Denoising Graph Structures for Multimodal Recommendation
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Nov 15, 2023 - Python
[NeurIPS'24] The source code for "Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning".
multi-view-clustering graph-neural-networks graph-augmentation graph-structure-learning graph-contrastive-learning
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Feb 13, 2025 - Python
Code for TNNLS paper "Homophily-Enhanced Self-supervision for Graph Structure Learning: Insights and Directions"
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Feb 27, 2024 - Python
This is an official implementation for "Robust Graph Structure Learning over Images via Multiple Statistical Tests" accepted at NeurIPS 2022.
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Oct 23, 2023 - Python
[TNNLS] The source code for "When Heterophily Meets Heterogeneous Graphs: Latent Graphs Guided Unsupervised Representation Learning" (LatGRL)
multi-view-clustering heterogeneous-information-networks homophily heterogeneous-graph-neural-network heterophily graph-structure-learning
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Mar 1, 2025 - Python
Official implementation of the paper "CoLiDE: Concomitant Linear DAG Estimation".
directed-acyclic-graph causal-discovery graph-structure-learning iclr-2024 concomitant-scale-estimation
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Apr 2, 2024 - Python
Marlene, a method to recover temporal gene regulatory networks
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Dec 27, 2024 - Python
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