Prof Elaine Wong
Pro Vice-Chancellor (People and Equity)
Office of the Provost
364 Scholarly works
26 Projects
HIGHLIGHTS
2026
Conference Proceedings
TinyML-Empowered Human-to-Machine Applications over Future Access Networks
DOI: 10.1364/ofc.2026.m2f.32026
Journal article
Guest Editorial: Introduction to the OFC 2025 Special Issue
DOI: 10.1109/JLT.2026.36530972026
Conference Proceedings
Generative Forecasting of Aggregated FTTR Traffic for Resource Allocation Enabling Immersive XR Collaborations
2026
Journal article
Explainable Root Cause Analysis for Unsupervised Soft Failure Detection in Optical Networks
DOI: 10.1109/OJCOMS.2026.37049612025
Research grants (ARC, NHMRC, MRFF)
Photonics Computing Enabled Ultra-Broadband Wireless Communications
2024
Research grants (ARC, NHMRC, MRFF)
Resilient Remote Environment Emulation for Human-to-Machine Communications
2018
Research Contracts
New High-Frequency Service-Specific Wireless Transmission System
RECENT SCHOLARLY WORKS
2026
Journal article
Sustainable TinyML-Enhanced Edge Intelligence for Human-to-Machine Applications over Optical Access Networks
DOI: 10.1109/MCOM.001.25008092026
Conference Proceedings
Advancing Explainability through a SHAP-Guided Adaptive Windowing Framework
DOI: 10.1364/ofc.2026.m2f.12025
Journal article
Malicious Attack Defense in Human-to-Machine Applications Through Concept Drift Adaptation
DOI: 10.1109/JIOT.2025.36167872025
Journal article
User Head Movement-Predictive XR in Immersive H2M Collaborations Over Future Enterprise Networks
DOI: 10.1109/JIOT.2025.35870642025
Conference Proceedings
The Future of FTTx: Opportunities, Challenges and Emerging Solutions with Machine Intelligence
DOI: 10.23919/OECC/PSC62146.2025.111109762025
Conference Proceedings
Deep Graph Reinforcement Learning-Enabled Computation Offloading for UAV-Assisted Vehicular Edge Computing Networks
DOI: 10.1109/GLOBECOM59602.2025.11432146
RECENT PROJECTS
2026
Research contracts (non-grants)
Modulated Emissivity – Next Generation Adaptive Thermal Coatings
2026
Research grants (other domestic)
Developing Trustworthy Intelligence for Immersive Environments Over Radio-Light Wireless Systems