The University of Sydney: Recent submissions
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Task Offloading and Resource Allocation for Space-Air-Ground Integrated Network
Published 2025Space–air–ground integrated networks (SAGIN) are a key enabler of 6G, as they can federate space, aerial, and terrestrial segments to deliver seamless global connectivity and distributed computing. However, the strong ...Open AccessThesis -
Leveraging Redox Signatures from Patient-Derived Vascular and Immune Cells to Unlock Diagnostic and Therapeutic Targets in Coronary Artery Disease
Published 2025Background Despite major advances in therapy, cardiovascular disease (CVD) remains the leading global cause of death and primary prevention remains inadequate. Increasingly, individuals present with CVD in the absence ...USyd AccessThesis -
Highs and Lows: A Multi-Method Investigation of MDMA and Mental Health
Published 20263,4-Methylenedioxymethamphetamine (MDMA, ‘ecstasy’) is used by an estimated 20 million people globally, with Australians among the highest consumers. Amid growing interest in the therapeutic use of MDMA and limited ...USyd AccessThesis -
Origins and significance of published errors in high impact factor cancer and biomedical journals
Published 2025Reliable papers are at the heart of the scientific enterprise, where researchers contribute to and use the literature to advance understanding. However, recent studies on gene research papers have identified misconduct and ...Open AccessThesis -
Model-Adaptive Component Designs for Efficient Deep Neural Network Training
Published 2025Although some studies have been devoted to improving model training efficiency, they rarely perform adaptive customization of such mechanisms in conjunction with model. As is well known, different components and modalities ...Open AccessThesis