Theses: Recent submissions
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Privacy-preserving and Learning-efficient Energy Data Analysis for Advanced Metering Infrastructure
Published 2025The deployment of Advanced Metering Infrastructure (AMI) enables the collection of fine-grained, real-time energy consumption data, supporting demand-side management applications such as residential energy management, ...Open AccessThesis -
Engineering a Targeted Delivery System for Probiotics
Published 2025The clinical and commercial application of probiotics is constrained by challenges related to poor stability during storage and gastrointestinal (GI) transit. Despite the inclusion of large colony-forming unit (CFU) counts ...USyd AccessThesis -
Deep Learning Based Novel View Synthesis
Published 2025The synthesis of high-fidelity, large-scale urban scenes is central to autonomous driving simulation and validation. Explicit radiance fields, especially 3D Gaussian Splatting (3DGS), now dominate this area thanks to their ...USyd AccessThesis -
Block Arithmetic Techniques for the Implementation of Deep Neural Networks
Published 2025Performance is crucial for the evolution of DNNs, particularly as computational requirements are surging. Along with increasing DNN model scale, the training cost is becoming a new problem for DNNs. One of the critical ...USyd AccessThesis -
Exploring Chinese International Students’ Intercultural Competence in Australian Classrooms
Published 2026With the incrinsing of Chinese international students (CIS) in Australian universities, intercultural competence has become key siklls to classroom interaction between students and tutors. Existing studies often examine ...Open AccessThesis