
图神经网络
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Open Future
gzu cs 2022, 计算机小白, 会一些机器学习(传统机器学习,做过一些特征分析,特征工程, 跑过XGBoost,Random Forest,SVM, LightGBM等的经典机器学习模型)
深度学习(主要是图神经网络, 也了解一些基础的计算机视觉模型, LLM等). 现在正在关注LLM和KG的结合方向
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[图神经网络论文]:Heterformer-Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich
Heterformer-Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks原创 2024-11-13 14:23:17 · 402 阅读 · 0 评论 -
[图神经网络论文] GraphSAGE-Inductive Representation Learning on Large Graphs
图神经网络论文阅读:GraphSAGE原创 2024-11-06 14:04:24 · 1036 阅读 · 0 评论 -
[图神经网络论文]PLNLP:Pairwise Learning for Neural Link Prediction
论文Pairwise Learning for Neural Link Prediction笔记,逐对链接预测框架原创 2024-04-28 18:12:24 · 1008 阅读 · 0 评论 -
TransC:Differentiating Concepts and Instances for Knowledge Graph Embedding
TransC模型,以区分概念和实体来进行知识图谱的链接预测和三元组分类原创 2024-03-31 21:00:22 · 1012 阅读 · 1 评论 -
[图神经网络论文]:LeL-GNN-Learnable Edge Sampling and Line Based Graph Neural Network for Link Prediction
链接预测论文:LeL-GNN-Learnable Edge Sampling and Line Based Graph Neural Network for Link Prediction原创 2024-03-19 15:59:24 · 1381 阅读 · 1 评论 -
[图神经网络论文]:Link Prediction Based on Graph Neural Networks
论文Link Prediction Based on Graph Neural Networks笔记原创 2024-03-19 12:42:25 · 1689 阅读 · 1 评论 -
PyG:torchgeometric HeteroData类
PyG: torch_geometric 对象介绍原创 2024-03-16 21:20:47 · 947 阅读 · 2 评论 -
PyG:torch_geometric Data类
简要介绍torch_geometric(PyG)库的同构图对象原创 2024-03-16 21:10:36 · 1193 阅读 · 1 评论 -
从图傅里叶变换到图卷积神经网络
从图傅里叶变换出发推到图卷积神经网络的传播公式原创 2024-02-21 13:58:16 · 1127 阅读 · 0 评论 -
图神经网络简述
简单介绍图神经网络原创 2024-01-06 18:17:49 · 869 阅读 · 1 评论