Luca Rossi

Luca Rossi

Queen Mary University of London

H-index: 20

Europe-United Kingdom

About Luca Rossi

Luca Rossi, With an exceptional h-index of 20 and a recent h-index of 16 (since 2020), a distinguished researcher at Queen Mary University of London, specializes in the field of Machine Learning, Data Science, Network Science, Quantum Information, Computer Vision.

His recent articles reflect a diverse array of research interests and contributions to the field:

GNN-LoFI: A novel graph neural network through localized feature-based histogram intersection

Graph neural networks in vision-language image understanding: A survey

Graph Generation via Spectral Diffusion

Art accessibility for people with visual impairments: what can AI do?

“Can I write this is ableist AF in a peer review?”: A corpus-driven analysis of Twitter engagement strategies across disciplinary groups

Multi-Stain Self-Attention Graph Multiple Instance Learning Pipeline for Histopathology Whole Slide Images

C2N-ABDP: Cluster-to-Node Attention-Based Differentiable Pooling

Classifying me softly: A novel graph neural network based on features soft-alignment

Luca Rossi Information

University

Position

Lecturer

Citations(all)

1272

Citations(since 2020)

824

Cited By

823

hIndex(all)

20

hIndex(since 2020)

16

i10Index(all)

32

i10Index(since 2020)

24

Email

University Profile Page

Queen Mary University of London

Google Scholar

View Google Scholar Profile

Luca Rossi Skills & Research Interests

Machine Learning

Data Science

Network Science

Quantum Information

Computer Vision

Top articles of Luca Rossi

Title

Journal

Author(s)

Publication Date

GNN-LoFI: A novel graph neural network through localized feature-based histogram intersection

Pattern Recognition

Alessandro Bicciato

Luca Cosmo

Giorgia Minello

Luca Rossi

Andrea Torsello

2024/4/1

Graph neural networks in vision-language image understanding: A survey

Henry Senior

Gregory Slabaugh

Shanxin Yuan

Luca Rossi

2024/3/29

Graph Generation via Spectral Diffusion

arXiv preprint arXiv:2402.18974

Giorgia Minello

Alessandro Bicciato

Luca Rossi

Andrea Torsello

Luca Cosmo

2024/2/29

Art accessibility for people with visual impairments: what can AI do?

XU Xiaoyu

Luca ROSSI

François MOUILLOT

2023/5

“Can I write this is ableist AF in a peer review?”: A corpus-driven analysis of Twitter engagement strategies across disciplinary groups

Ibérica: Revista de la Asociación Europea de Lenguas para Fines Específicos (AELFE)

Xiaoyu Xu

Jeroen Gevers

Luca Rossi

2023

Multi-Stain Self-Attention Graph Multiple Instance Learning Pipeline for Histopathology Whole Slide Images

arXiv preprint arXiv:2309.10650

Amaya Gallagher-Syed

Luca Rossi

Felice Rivellese

Costantino Pitzalis

Myles Lewis

...

2023/9/19

C2N-ABDP: Cluster-to-Node Attention-Based Differentiable Pooling

Rongji Ye

Lixin Cui

Luca Rossi

Yue Wang

Zhuo Xu

...

2023/8/24

Classifying me softly: A novel graph neural network based on features soft-alignment

Alessandro Bicciato

Luca Cosmo

Giorgia Minello

Luca Rossi

Andrea Torsello

2022/8/26

A Novel Graph Kernel Based on the Wasserstein Distance and Spectral Signatures

Yantao Liu

Luca Rossi

Andrea Torsello

2022/8/26

3D shape analysis through a quantum lens: the average mixing kernel signature

International Journal of Computer Vision

Luca Cosmo

Giorgia Minello

Michael Bronstein

Emanuele Rodolà

Luca Rossi

...

2022/6

Graph kernel neural networks

arXiv preprint arXiv:2112.07436

Luca Cosmo

Giorgia Minello

Michael Bronstein

Emanuele Rodolà

Luca Rossi

...

2021/12/14

Learning graph convolutional networks based on quantum vertex information propagation

IEEE Transactions on Knowledge and Data Engineering

Lu Bai

Yuhang Jiao

Lixin Cui

Luca Rossi

Yue Wang

...

2021/8/24

Estimating the Manifold Dimension of a Complex Network Using Weyl's Law

Luca Rossi

Andrea Torsello

2021/1/21

The Average Mixing Kernel Signature

Luca Cosmo

Giorgia Minello

Michael Bronstein

Luca Rossi

Andrea Torsello

2020/7/3

Local-global nested graph kernels using nested complexity traces

Pattern Recognition Letters

Lu Bai

Lixin Cui

Luca Rossi

Lixiang Xu

Xiao Bai

...

2020/6/1

k-anonymity on graphs using the Szemerédi regularity lemma

IEEE Transactions on Network Science and Engineering

Giorgia Minello

Luca Rossi

Andrea Torsello

2020/8/31

Learning backtrackless aligned-spatial graph convolutional networks for graph classification

IEEE Transactions on Pattern Analysis and Machine Intelligence

Lu Bai

Lixin Cui

Yuhang Jiao

Luca Rossi

Edwin R Hancock

2020/7/24

See List of Professors in Luca Rossi University(Queen Mary University of London)

Co-Authors

H-index: 194
Philip S. Yu

Philip S. Yu

University of Illinois at Chicago

H-index: 99
Horst Bunke

Horst Bunke

Universität Bern

H-index: 84
Michael Bronstein

Michael Bronstein

Imperial College London

H-index: 58
Mirco Musolesi

Mirco Musolesi

University College London

H-index: 48
Simone Severini

Simone Severini

University College London

H-index: 42
Emanuele Rodolà

Emanuele Rodolà

Sapienza Università di Roma

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