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20082023
most citedLearning Backtrackless Aligned-Spatial Graph Convolutional Networks for Graph Classification

90 citations · 237 across the 30 of their papers we have counts for

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Showing 2019Show all

6 papers · 1 filter

cs.DS2019

A Quantum-inspired Similarity Measure for the Analysis of Complete Weighted Graphs

Lu Bai, Luca Rossi, Lixin Cui +2

We develop a novel method for measuring the similarity between complete weighted graphs, which are probed by means of discrete-time quantum walks. Directly probing complete graphs…

cs.LG2019★ 90 cited

Learning Backtrackless Aligned-Spatial Graph Convolutional Networks for Graph Classification

Lu Bail, Lixin Cui, Yuhang Jiao +2

In this paper, we develop a novel Backtrackless Aligned-Spatial Graph Convolutional Network (BASGCN) model to learn effective features for graph classification. Our idea is to tran…

math.AP2019

Sharp large time behaviour in N -dimensional Fisher-KPP equations

Jean-Michel Roquejoffre, Luca Rossi, Violaine Roussier-Michon

We study the large time behaviour of the Fisher-KPP equation t u = u + u -- u 2 in spatial dimension N , when the initial datum is compactly supported. We prove the e…

math.AP2019

Coupled reaction-diffusion equations on adjacent domains

Henri Berestycki, Luca Rossi, Andrea Tellini

We consider a reaction-diffusion system for two densities lying in adjacent domains of . We treat two configurations: either a cylinder and its complement, or two hal…

math.AP2019

Influence of a road on a population in an ecological niche facing climate change

Henri Berestycki, Romain Ducasse, Luca Rossi

We introduce a model designed to account for the influence of a line with fast diffusion-such as a road or another transport network-on the dynamics of a population in an ecologica…

math.AP2019

Pulsating solutions for multidimensional bistable and multistable equations

Thomas Giletti, Luca Rossi

We devote this paper to the issue of existence of pulsating travelling front solutions for spatially periodic heterogeneous reaction-diffusion equations in arbitrary dimension, in…