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John Le

University Lecturer

University of Wollongong

Australia

Research Interests

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Professors in Australia Professors in Artificial Intelligence Artificial Intelligence professors in Australia

Articles (17)

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2027

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2026

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2026

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2023

Collaborators (7)

Jun Shen

University of Wollongong

AUSTRALIA

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Thanh Le

Associate Professor

University of Wollongong

AUSTRALIA

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Madhav Mukherjee

University of Wollongong

AUSTRALIA

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Yannan Li

Lecturer

University of Wollongong

AUSTRALIA

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Willy Susilo

University of Wollongong

AUSTRALIA

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Yang-Wai Chow

Professor

University of Wollongong

AUSTRALIA

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Hoa Khanh Dam

University of Wollongong

AUSTRALIA

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John Le

Research Interests

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Articles (17)

A cross-graph tuning-free GNN prompting framework

A Governable GenAI Tutoring Framework for Cybersecurity Education

LAPEFT: A Lexicon-Enhanced Approach to Parameter-Efficient Fine-Tuning for Financial News Sentiment Classification

BRIDG-Q: Barren-Plateau-Resilient Initialisation with Data-Aware LLM-Generated Quantum Circuits

MetaMorphQ: Physics-Based Metamorphic Testing of Variational Quantum Circuits

TGHE: Template-based Graph Homomorphic Encryption for Privacy-Preserving GNN Inference in Edge-Cloud Systems

Digital Forensics and Phishing Defense: A Literature Review and Gap Analysis

Learning Depth-Structured Parameterizations for Efficient Optimisation of Deep Quantum Circuits

MPE-Adam: Multi-Population Evolutionary Optimization with Adam Refinement for QAOA

Augmenting Large Language Models with External Data Sources: A Systematic Review of Methodologies, Performance Metrics, and Information Fidelity

Hop-Decayed Influence: New Vulnerabilities of Structural Auxiliary Indexing in GraphRAG Pipelines with LLM

Generative AI-Enhanced Intelligent Tutoring System for Graduate Cybersecurity Programs

Improving Stress Detection with Synthetic Datasets: GPT-4o-Mini and Transformer Model Evaluation

Phishing Attacks in the Age of Generative Artificial Intelligence: A Systematic Review of Human Factors

Strategic Approaches to Cybersecurity Learning: A Study of Educational Models and Outcomes

Blockchain Oracles: Implications for Smart Contracts in Legal Reasoning and Addressing the Oracle Problem

Hyron: A New Approach for Automating the Network ACL Delivery Pipeline

Collaborators (7)

Jun Shen

Thanh Le

Madhav Mukherjee

Yannan Li

Willy Susilo

Yang-Wai Chow

Hoa Khanh Dam

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