Search Results for author: Dillon Chen

Found 2 papers, 0 papers with code

Heuristic Search for Multi-Objective Probabilistic Planning

no code implementations25 Mar 2023 Dillon Chen, Felipe Trevizan, Sylvie Thiébaux

Heuristic search is a powerful approach that has successfully been applied to a broad class of planning problems, including classical planning, multi-objective planning, and probabilistic planning modelled as a stochastic shortest path (SSP) problem.

N-WL: A New Hierarchy of Expressivity for Graph Neural Networks

no code implementations The Eleventh International Conference on Learning Representations 2023 Qing Wang, Dillon Chen, Asiri Wijesinghe, Shouheng Li, Muhammad Farhan

The expressive power of Graph Neural Networks (GNNs) is fundamental for understanding their capabilities and limitations, i. e., what graph properties can or cannot be learnt by a GNN.

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