XL-Stack Lab

One stack, from integrated sensing and communication up to foundation models for Physical AI.

XL-Stack Lab is a research group in the Department of Computer Science at Florida State University, led by Prof. Xin Liu. We build full-stack systems that run from integrated sensing and communication and NextG wireless networks, through edge intelligence, up to foundation models for Physical AI.

Research areas

• Integrated sensing and communication (Wi-Fi, mmWave, NextG systems)
• Physical AI for human motion and health
• Security and privacy of wireless, sensing and AI systems, including the safety of language models

Datasets

GUISE (gated)

A cross-language benchmark of matched bare and narrative-wrapped harmful requests, in English, modern Chinese and Classical Chinese, from the paper How Narrative Wrapping Affects LLM Refusal: A Cross-Language Benchmark and Defense.

• Dataset: xl-stack-lab/GUISE
• Project page: https://jye16.github.io/guise/
• Code (AXIS defense and evaluation): https://github.com/JYe16/GUISE_Official

The dataset contains harmful requests and attack prompts, so access is gated. Requests are reviewed by hand and granted to individual researchers for language-model safety research. Fill in the form on the dataset page; reviews usually take a few days.

Citation

If you use our datasets, please cite the paper listed on the dataset page.