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Lxr-max/README.md

Hi, I'm XuanRui Li (李玄睿) 👋

IoT Engineering @ QMUL · Intern @ PolyU ASTAPLE Lab

Research: Mobile GUI Agents · Long-term Memory · Memory Poisoning / Agent Security

Email GitHub

About

2024-cohort student in Internet of Things Engineering at Queen Mary University of London.
Currently interning at Hong Kong Polytechnic University ASTAPLE Lab.

I'm interested in how mobile GUI agents see, remember, and act — especially failure modes where untrusted UI content quietly shifts long-term memory and later causes risky actions.

Research Focus

Area What I'm working on
Mobile GUI Agents AndroidWorld-style loops, trajectory logging, multimodal perception
Long-term Memory Write / admit / retrieve / act pipelines across sessions
Memory Poisoning Indirect poisoning via UI + compression (vs direct memory injection)
Agent Security Delayed ASR, utility trade-offs, provenance-aware defenses

Stack

Python · PyTorch · Android / GUI Agents · LLM Agents · Docker

Contact

📧 xuanrui.li@se24.qmul.ac.uk

Open to research collaboration on mobile GUI agents, agent memory, and agent security.

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