Random-Set Graph Neural Networks

Random-Set Graph Neural Networks model node-level epistemic uncertainty via belief functions to yield precise predictions and uncertainty estimates, outperforming baselines on nine graph datasets.

Tommy Woodley, Matteo Tolloso, Davide Bacciu, Shireen Kudukkil Manchingal and 1 more

Paris Poster Session 3, Thu, Dec 10, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026