#GraphRepresentationLearning

🔥Latest in #Electronics! 🏫Federated Graph Representation Learning for Online Student Performance Analysis 🔗Read at: Authors from @la_UPC #FederatedLearning #GraphRepresentationLearning #GraphNeuralNetworks #StudentPerformanceAnalysis #KnowledgeGraphs

[Article] Hierarchical and Unsupervised Graph Representation Learning with Loukas’s Coarsening Full #openaccess #graphrepresentationlearning #Graph2Vec #graphconvolutionalnetworks #graphcoarsening #unsupervisedlearning #algorithms

Our new #graphrepresentationlearning framework can tractably answer probabilistic queries, tackling issues like overconfidence, uncertainty estimates, missing data & “what if” questions on graphs. Learn how in our #ICLR2024 accepted paper. #NECLabs

Excited to share you that our "Transformer for Graph Classification" now supports a Pytorch implementation in both supervised and unsupervised learnings. Code: #GraphRepresentationLearning #GraphNeuralNetworks #GNNs

ACM IGDTUW proudly welcomes @AT_at_iiitd as an #Expert Speaker at the 7th ACM Summer Workshop and Internship. In the workshop, he would be speaking on #NetworkScience, #GraphRepresentationLearning.

One of the methods that I use in my research is #spage2vec developed by @gapartel. It is an unsupervised segmentation-free approach for decrypting the spatial transcriptomic heterogeneity of complex tissues. #spatialtranscriptomics #graphrepresentationlearning #scicommUU21

Interested to learn more about #GraphRepresentationLearning? Check-out this comprehensive and free textbook by (preprint) William L. Hamilton! 🆓 📚 #networkscience #graphembedding #graphs

A young, but growing field, #GraphRepresentationLearning algorithms aim to learn meaningful representations of graph elements like nodes and edges This lecture by @Stanford professor @jure provides an outstanding introduction to this topic 👨‍🏫 ✅

Cool applications of #GraphRepresentationLearning on #knowledgegraphs (2/3): Knowledge graph embeddings and explainable AI by @tanoross @lukostaz @MatteoPalmonari @PMinervini #knowledgegraphembeddings #explainableAI

Cool applications of #GraphRepresentationLearning on #knowledgegraphs (1/3): Unifying knowledge graph embeddings and pre-trained language models by @tangjianpku’s group #knowledgegraphembeddings #languagemodels