3 papers
cs.LG2026
Learning and Clustering on Temporal Graphs: Principles, Primitives, and Pooling
Nelson Aloysio Reis de Almeida Passos, Emanuele Carlini, Salvatore Trani
This work focuses on the problem of learning on temporal graphs, with particular emphasis on the task of clustering: obtaining coarse-grained representations by aggregating informa…
cs.DC2026
Accelerating Dynamic Graph Clustering on GPU Architectures with cuGraph
Nelson Aloysio Reis de Almeida Passos, Emanuele Carlini, Salvatore Trani
This work addresses community detection in temporal networks through GPU-accelerated extensions of spectral clustering and modularity-based algorithms originally designed for stati…
q-bio.PE2025
Time-varying ecological interactions characterise equilibrium and stability
Annalisa Caligiuri, Emile Emery, Leonardo Ferreira +8
Ecological communities are composed of species interactions that respond to environmental fluctuations. Despite increasing evidence of temporal variation in these interactions, mos…