September, 6th

09:00 – 09:30Registration
09:30 – 10:00Opening
10:00 – 11:00Session 1 – Chair: Vincenzo Carletti
Rongji Ye, Lixin Cui, Luca Rossi, Yue Wang, Zhuo Xu, Lu Bai and Edwin Hancock
C2N-ABDP: Cluster-to-Node Attention-based Differentiable Pooling

Stevan Stanovic, Benoit Gaüzère and Luc Brun
“Maximal Independent Sets for Pooling in Graph Neural Networks”
11:00 – 11:30Coffee break
11:30 – 13:00Session 2 – Chair: Benoit Gaüzère
Jiaqi Zhang and Cheng-Lin Liu and Xiaoyi Jiang
“Quadratic Kernel Learning for Interpolation Kernel Machine Based Graph Classification”

Domenico Tortorella and Alessio Micheli
“Minimum Spanning Set Selection in Graph Kernels”

Aymen Ourdjini and Abd Errahmane Kiouche and Hamida Seba
“An Efficient Entropy-based Graph Kernel”
13:00 – 14:30Lunch break
14:30 – 15:30Invited speaker: Francesc Serratosa
Face to face: Graphs and Biotechnology
15:30 – 16:00PhD & OpenLab
19:00GBR 2023 Sunset Welcome Cocktail Party

September, 7th

09:00 – 10:00Invited speaker: Walter G. Kropatsch
“From LBP on Graphs to Slopes in Images”
10:00 – 11:00PhD & OpenLab
11:00 – 11:30Coffee break
11:30 – 13:00Session 3 – Chair: Francesc Serratosa

Anthony Gillioz and Kaspar Riesen
“Graph-based vs. Vector-based Classification: A Fair Comparison”

Filip Malmberg and Alexandre X. Falcão
“A Practical Algorithm for Max-Norm Optimal Binary Labeling of Graphs”

Majid Banaeyan and Walter G. Kropatsch
“Reducing the Computational Complexity of the Eccentricity Transform”
13:00 – 14:30Lunch break
14:30 – 16:30Session 4 – Chair: Walter Kropatsch
Vincenzo Carletti, Pasquale Foggia and Mario Vento
“Detecting Abnormal Communication Patterns in IoT Networks Using Graph Neural Networks”

Axel Andersson, Andrea Behanova, Carolina Wählby and Filip Malmberg
“Cell segmentation of in situ transcriptomics data using signed graph partitioning”

Tomasz Tarasiewicz and Michal Kawulok
“Graph-based representation for multi-image super-resolution”

Benjamin Fankhauser, Vidushi Bigler and Kaspar Riesen
“Graph-Based Deep Learning on the Swiss River Network”
16:30 – 19:00Visit to the Benedictine Abbey of the Holy Trinity
21:00Gala Dinner on the Lloyd’s Baia Beach restaurant

September, 8th

09:00 – 11:00Session 5 – Chair: Luc Brun
Mariana de Araujo Souza, Robert Sabourin, George Darmiton da Cunha Cavalcanti and Rafael Menelau Oliveira E Cruz
GNN-DES: A new end-to-end dynamic ensemble selection method based on multi-label graph neural network

Sarah Fadlallah, Natàlia Segura Alabart, Carme Julià and Francesc Serratosa
Splitting Structural and Semantic Knowledge in Graph Autoencoders for Graph Regression

Clément Glédel, Benoit Gaüzère and Paul Honeine
Graph Normalizing Flows to Pre-image Free Machine Learning for Regression

Mathias Fuchs and Kaspar Riesen
Matching-Graphs for Building Classification Ensembles
11:00 – 11:30Coffee break
11:30 – 13:00TC15 Meeting & Closing
13:00 – 20:00Travel to Amalfi