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2003.12590
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word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings of Structured Data
27 March 2020
Martin Grohe
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Papers citing
"word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings of Structured Data"
10 / 10 papers shown
Title
Target Prompting for Information Extraction with Vision Language Model
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On the Hölder Stability of Multiset and Graph Neural Networks
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Nadav Dym
41
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A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks
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Joanna C. S. Santos
George Perry
55
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15 Mar 2024
Estimation of embedding vectors in high dimensions
G. A. Azar
M. Emami
A. Fletcher
Sundeep Rangan
19
1
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12 Dec 2023
Expectation-Complete Graph Representations with Homomorphisms
Pascal Welke
Maximilian Thiessen
Fabian Jogl
Thomas Gärtner
13
5
0
09 Jun 2023
SpeqNets: Sparsity-aware Permutation-equivariant Graph Networks
Christopher Morris
Gaurav Rattan
Sandra Kiefer
Siamak Ravanbakhsh
33
39
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25 Mar 2022
Reconstruction for Powerful Graph Representations
Leonardo Cotta
Christopher Morris
Bruno Ribeiro
AI4CE
122
78
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01 Oct 2021
Combinatorial optimization and reasoning with graph neural networks
Quentin Cappart
Didier Chételat
Elias Boutros Khalil
Andrea Lodi
Christopher Morris
Petar Velickovic
AI4CE
30
345
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18 Feb 2021
Explanation from Specification
Harish Naik
Gyorgy Turán
XAI
16
0
0
13 Dec 2020
Can x2vec Save Lives? Integrating Graph and Language Embeddings for Automatic Mental Health Classification
Alex Ruch
20
6
0
04 Jan 2020
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