Published in Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 2025
Implements a system to convert textual descriptions of an environment to a pictorial representation for querying spatial search systems.
Published in Proceedings of the 4th ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data, 2025
Augments the ability of LLMs to conduct spatial reasoning through the inclusion of a rudimentary, graph-based world model.
Published in Proceedings of the VLDB Endowment, 2025
Outlines the challenges associated with spatial reasoning through LLMs and sketches the use of LLMs to answer complex spatial questions through graph-enhanced reasoning.
Published in Proceedings of the ACM on Web Conference 2025, 2025
Explores prompting techniques to boost the inclusion of rare or out-of-domain data for spatial question answering.
Published in 32nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2024
Evaluates the ability of LLMs to conduct formal spatial reasoning using metric relations finding a general lack of geospatial reasoning ability.
Published in 32nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2024
Theoretic analysis of existing graph-based approaches to spatial pattern matching showing that exact solutions are intractable and sampling-based approaches are ineffective.
Published in 7th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2024
Evaluates the ability of LLMs to conduct cross-lingual clustering of news articles based on geospatial and topical information contained in the text.
Published in The 40th International Conference on Data Engineering Workshops, 2024
Reviews spatial pattern matching approaches and identifies opportunities to apply machine learning to the problem.
Published in The 2nd ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data, 2023
Develops a prototype system that enables a user to issue a pictorial query for a location based on the arrangement of objects in that location.
Published in The 2nd ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data, 2023
Presents a Suite of Algorithms for cardinality-invariant geospatial pattern matching.
Published in Royal Australian Corps of Signals Conference, 2016
Proposed a new force structure for cyberspace operations. Informed the writing of the Australian Army’s cyberspace capability realisation plan.
Published in Winter Simulation Conference, 2015
Outlines how cyber-effects could be modelled using an ontological structure.
Published in 16th Australian Information Warfare Conference, 2015
Introduced the Cyberspace Effects Simulation Ontology for network vulnerability modelling.
Published in University of Maryland Masters Thesis, 2024
Advised by Bill Regli at the University of Maryland.
Published in University of Southern Queensland Masters Thesis, 2022
Advised by Xiaohui Tao at the University of Southern Queensland.
Published in University of New South Wales Honours Thesis, 2015
Advised by Benjamin Turnbull at the University of New South Wales Canberra.