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Francesco Di Giovanni

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 3:09 AM AMS

4

papers

333

total citations

papers (4)

Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs

NEURIPS 2022arXiv

Beltrami Flow and Neural Diffusion on Graphs

NEURIPS 2021arXiv

Understanding Virtual Nodes: Oversquashing and Node Heterogeneity

A General Graph Spectral Wavelet Convolution via Chebyshev Order Decomposition