26 citations · 93 across the 22 of their papers we have counts for
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cs.LG2025
Structure based SAT dataset for analysing GNN generalisation
Yi Fu, Anthony Tompkins, Yang Song +1
Satisfiability (SAT) solvers based on techniques such as conflict driven clause learning (CDCL) have produced excellent performance on both synthetic and real world industrial prob…
cs.LG2025
Fully Distributed, Flexible Compositional Visual Representations via Soft Tensor Products
Bethia Sun, Maurice Pagnucco, Yang Song
Since the inception of the classicalist vs. connectionist debate, it has been argued that the ability to systematically combine symbol-like entities into compositional representati…
cs.LG2022★ 16 cited
Explainability in Graph Neural Networks: An Experimental Survey
Peibo Li, Yixing Yang, Maurice Pagnucco +1
Graph neural networks (GNNs) have been extensively developed for graph representation learning in various application domains. However, similar to all other neural networks models,…