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Search results with tag "Heterogeneous graph"

A Survey on Heterogeneous Graph Embedding: Methods ...

A Survey on Heterogeneous Graph Embedding: Methods ...

arxiv.org

[13], [14]. To address this challenge, heterogeneous graph embedding (i.e., heterogeneous graph representation learn-ing), aiming to learn a function that maps input space into a lower-dimension space while preserving the hetero-geneous structure and semantics, has drawn considerable attentions in recent years. Although there have been ample

  Structure, Learn, Graph, Heterogeneous, Hetero, L earning, Heterogeneous graph, Hetero geneous structure, Geneous

presenter times bugfix 2022-02-17

presenter times bugfix 2022-02-17

aaai.org

Learning Unseen Emotions from Gestures via Semantically-Conditioned Zero-Shot Perception with Adversarial Autoencoders Abhishek Banerjee, Uttaran Bhattacharya, Aniket Bera Feb 25 @ 9:00am-10:45am PST Feb 26 @ 8:45am-10:30am PST Feb 25 @ 10:45am-12:00pm PST AAAI10463 LeSICiN: A Heterogeneous Graph-Based Approach for Automatic Legal Statute

  Learning, Graph, Heterogeneous, Heterogeneous graph

Heterogeneous Graph Attention Network

Heterogeneous Graph Attention Network

pengcui.thumedialab.com

considered in graph neural network for heterogeneous graph which contains different types of nodes and links. The heterogeneity and rich semantic information bring great challenges for designing a graph neural network for heterogeneous graph. Recently, one of the most exciting advancements in deep learning is the attention

  Network, Learning, Attention, Graph, Heterogeneous, Heterogeneous graph attention network, Heterogeneous graph

Graph Transformer Networks - NeurIPS

Graph Transformer Networks - NeurIPS

proceedings.neurips.cc

heterogeneous graph and learns node representations via convolution on the learnt graph structures for a given problem. Our contributions are as follows:(i)We propose a novel framework Graph Transformer Networks, to learn a new graph structure which involves identifying useful meta-paths and multi-hop connections

  Structure, Transformers, Graph, Heterogeneous, Heterogeneous graph, Graph structure, Graph transformer

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