Explore tweets tagged as #graphRepresentationLearning
ITERATIONS are necessary for IDEAS to be useful. Iterating on #GraphRepresentationLearning. #GNN #NN #PyTorch
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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.
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“Experiments can be messy but not if you curate them like an Art Gallery.”. How do you prefer curating your research & experiments? Looking for inspiration 👀. #datascience #Machinelearning #deeplearning #graphRepresentationLearning #research
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Graph Representation Learning and Its Applications: A Survey.#graphembedding #graphrepresentationlearning #graphtransformer #graphneuralnetworks
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[Article] Hierarchical and Unsupervised Graph Representation Learning with Loukas’s Coarsening. Full #openaccess #graphrepresentationlearning.#Graph2Vec.#graphconvolutionalnetworks.#graphcoarsening.#unsupervisedlearning.#algorithms
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@OriolVinyalsML et al. present a new dataset of #Wikipedia articles each paired with a #knowledgegraph, to facilitate the research in conditional text generation, #graphgeneration, and #graphrepresentationlearning. #MachineLearning #AI #NeuralNetworks #NLP
If you love Graph Neural Nets, language & Wikipedia, this is for you! We open sourced data & baselines for the challenging task of generating text from knowledge graphs (& vice versa!) #graph2seq #seq2graph #WikiGraphs. Source Paper
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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
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I recently gave a tea talk on graph representation learning at @MILAMontreal, which summarized some of the most important work my group have done . I started to work on this back to 2013 and published the first paper LINE. Slides are available at:
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Hello!.Stanford Graph Learning Workshop 2022 is going on now. Please follow this link for the live YouTube stream of the workshop:. #graphrepresentationlearning #knowledgegraph #PyG
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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.
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⚪HIN-based fraud detection model by Ant Financial Group. #graph #embeddings #graphlearning #GraphEmbeddings #GraphNeuralNetworks #graphrepresentationlearning.
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Cool applications of #GraphRepresentationLearning on #knowledgegraphs (2/3):.Knowledge graph embeddings and explainable AI by @tanoross @lukostaz @MatteoPalmonari @PMinervini. #knowledgegraphembeddings #explainableAI.
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Plus, I'll focus on optimizations that allow for large-scale usage of these methods, with an emphasis on how graph representation learning can enhance recommender systems. #embeddings #graphlearning #GraphEmbeddings #graphrepresentationlearning.
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Graph Representation Learning and Its Applications: A Survey #survey #GNN #GraphRepresentationLearning #GraphTransformers #Transformers.
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In a paper, I ask GPT-4 to Explain: "where ˜ is the normalized symmetric adjacency matrix.". To my surprise, it did a good job and help me to understand the concept of it. #GPT4 #GraphRepresentationLearning.
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Looking for a talented and high-motivated PhD student with an annual stipend of $32,500 AUD. - Align with a CSIRO-NSF AI program on graph representation learning and recommender systems. @UTSFEIT @UTSResearch @UTS_GRS . See:
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Why has nobody integrated graph embedding algorithms into graph visualization yet? JavaScript Node2Vec or GNN predictions realtime while creating diagrams. Automatic labeling while drawing. Anyone? #GraphRepresentationLearning #Diagramming.
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Gave a talk in Quantitative Life Sciences and Medicine@McGill and introduced #graph_representation_learning for #drug_discovery. Very enjoyed the discussion and looking forward to more collaboration with people in biomedical domain. Slides available at:
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@AllianceMBS @PetarV_93 @TICMcr @AISummitFringe @BW_SciTech @GoogleDeepMind @DigitalUoM @OfficialUoM @Cambridge_Uni After @PetarV_93’s presentation on #GraphRepresentationLearning, we are at the Q&A session🗣️! Everyone is coming up with insightful questions and exploring innovative approaches of #DataScience & #AI🦾. @TICMcr @AISummitFringe @BW_SciTech @GoogleDeepMind @DigitalUoM @OfficialUoM
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