University of Technology Sydney
AI decisions, under
real-world constraints.
I study network control, machine unlearning, privacy-aware inference, and agentic AI security.
Questions & contributions
Comparing decision models and LLMs for edge-service orchestration, with attention to correct, on-time service completion.
Replacing Large Language Models with Jev Decision Models for Low-Latency Edge Service Orchestration
Publication details
A systematization of agentic skills, from their representation and execution to evaluation and governance.
SoK: Agentic Skills -- Beyond Tool Use in LLM Agents
Publication details
A survey of LoRA-based unlearning, organizing methods and evaluation through the adapter-space view.
A Survey of LoRA-based Machine Unlearning for LLMs: Methods, Taxonomy, and Evaluation
Publication detailsOpen-source tools & guides
Open-source tools and guides for the work around the paper.
Writing, figures, review, and publication requirements in four coordinated Codex skills.
Experiment design and workspace management, connecting research questions, results, and manuscript sources.
A Chinese-language guide to project setup, experiments, writing, collaboration, and presentations.
Research & conversation
For research questions, ideas, or a conversation about working together.
