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Graph neural networks with configuration cross-attention for tensor compilers [PDF]

open access: yesFrontiers in Artificial Intelligence
With the recent popularity of neural networks comes the need for efficient serving of inference workloads. A neural network inference workload can be represented as a computational graph with nodes as operators transforming multidimensional tensors.
Dmitrii Khizbullin   +4 more
doaj   +2 more sources

Forbidden configurations for hypohamiltonian graphs [PDF]

open access: yesOpuscula Mathematica, 2018
A graph \(G\) is called hypohamiltonian if \(G\) is not hamiltonian, but \(G-x\) is hamiltonian for each vertex \(x\) of \(G\). We present a list of 331 forbidden configurations which do not appear in hypohamiltonian graphs.
Igor Fabrici   +2 more
doaj   +2 more sources

Graph pebbling number and model [PDF]

open access: yesریاضی و جامعه, 2023
There are many topics in graph theory that can be called ``moving objects around a graph". For example; In network optimization, shipments are transferred from some vertices (resources) to other vertices (demand) according to the costs allocated to the ...
Fatemeh Aghaei Meybodi, Saeed Alikhani
doaj   +1 more source

The structure and the list 3-dynamic coloring of outer-1-planar graphs [PDF]

open access: yesDiscrete Mathematics & Theoretical Computer Science, 2021
An outer-1-planar graph is a graph admitting a drawing in the plane so that all vertices appear in the outer region of the drawing and every edge crosses at most one other edge.
Yan Li, Xin Zhang
doaj   +1 more source

Conversion Method from Relational Database to Graph Database [PDF]

open access: yesJisuanji kexue, 2021
Due to the differences between the storage mode of relational database and graph database,during the process of transforming data in relational database to graph database,it is necessary to solve the main problems of edge definition,vertex uniqueness and
E Hai-hong, HAN Peng-hao, SONG Mei-na
doaj   +1 more source

Counting r-graphs without forbidden configurations

open access: yesJournal of Combinatorial Theory, Series B, 2022
One of the major problems in combinatorics is to determine the number of $r$-uniform hypergraphs ($r$-graphs) on $n$ vertices which are free of certain forbidden structures. This problem dates back to the work of Erd s, Kleitman and Rothschild, who showed that the number of $K_r$-free graphs on $n$ vertices is $2^{\text{ex}(n,K_r)+o(n^2)}$. Their work
József Balogh   +2 more
openaire   +2 more sources

Introduction to local certification [PDF]

open access: yesDiscrete Mathematics & Theoretical Computer Science, 2021
A distributed graph algorithm is basically an algorithm where every node of a graph can look at its neighborhood at some distance in the graph and chose its output.
Laurent Feuilloley
doaj   +1 more source

A Graph Grammar for Modelling RNA Folding [PDF]

open access: yesElectronic Proceedings in Theoretical Computer Science, 2016
We propose a new approach for modelling the process of RNA folding as a graph transformation guided by the global value of free energy. Since the folding process evolves towards a configuration in which the free energy is minimal, the global behaviour ...
Adane Letta Mamuye   +2 more
doaj   +1 more source

Graph homology and graph configuration spaces [PDF]

open access: yesJournal of Homotopy and Related Structures, 2012
If $R$ is a commutative ring, $M$ a compact $R$-oriented manifold and $G$ a finite graph without loops or multiple edges, we consider the graph configuration space $M^G$ and a Bendersky-Gitler type spectral sequence converging to the homology $H_*(M^G, R)$.
Baranovsky, Vladimir   +1 more
openaire   +3 more sources

A GRAPH BASED MODEL FOR THE DETECTION OF TIDAL CHANNELS USING MARKED POINT PROCESSES [PDF]

open access: yesThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2015
In this paper we propose a new method for the automatic extraction of tidal channels in digital terrain models (DTM) using a sampling approach based on marked point processes.
A. Schmidt   +3 more
doaj   +1 more source

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