Postgraduate Theses: Recent submissions
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Few-Shot Relational Learning on Knowledge Graphs: Towards Model Adaptation and Generalization
Published 2025Knowledge graphs are essential for structuring vast information and enabling advanced inference in applications like QA, web search, and recommendation. However, their inherent incompleteness limits reasoning, driving ...USyd AccessThesis -
Composing with the More-Than-Human: A Study of Reciprocal Voices
Published 2024This practice-led research explores the concept of reciprocity between humans and the more-than-human world through four distinct composition projects: Three Haiku (art song), The Sea (choir), Not Fish (string quartet), ...Open AccessThesis -
Integrable Systems Related to Separation of Variables and Symmetry Reduction
Published 2023This thesis is devoted to studying three families of integrable systems using separation of variables and symmetry reduction. Our aim is to provide concrete examples of integrable systems that fall within and without the ...Open AccessThesis -
Revealing the evolution of viruses using phylogenetics, metagenomics and structural prediction
Published 2025Metagenomic sequencing, particularly total RNA sequencing (i.e., meta-transcriptomics), has emerged as a powerful tool for virus discovery. Although the known virosphere has expanded dramatically in recent years, the viruses ...Open AccessThesis -
Understanding the Synergistic Impact of Graphitization and Nitrogen Doping on ORR Performance of N-C Electrocatalysts
Published 2025This thesis presents a series of strategies to optimize nitrogen-doped carbon (N-C) catalysts for electrocatalytic oxygen reduction reaction (ORR), either for direct usage as electrode material in devices such as zinc air ...USyd AccessThesis