"The real voyage of discovery consists not in seeking
new landscapes, but in having new eyes."
— Marcel Proust

Xianyao Li

PhD Researcher · ICIC Lab · University of Florida

Working at the frontier of Embodied AI — teaching machines to perceive, reason, and act in the physical world through robotics, deep learning, and embedded intelligence.

01

A few words about me

I'm Xianyao Li, though most people call me Leo. I am a PhD student in the Department of Civil and Coastal Engineering at the University of Florida, working in the ICIC Lab (Informatics, Cobots and Intelligent Construction Laboratory).

My research centers on Embodied AI — building intelligent agents that can perceive, reason, and interact with the physical world. This spans robotics, deep learning, and embedded systems, with a current focus on embodied LLM agents built upon locally fine-tuned foundation models, physics-grounded world models, and SLAM-based navigation.

Before the PhD, I earned my M.S. in Electrical and Computer Engineering from UF (2025) and a B.Eng. in Automation (2023), with hands-on experience in underwater robotics and autonomous systems.

Affiliation
ICIC Lab
Department
Civil & Coastal Eng.
Focus
Embodied AI
Location
Gainesville, FL
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Research & Publications

2026
When to Personalize Household Object Search: A Rigidity-Gated Hybrid Policy
X. Li, Y. Wang, H. Xiao, K. Smith, G. Y. Ye, E. J. Du
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2026
Household Robotics Personalization LLM Fine-tuning Object Search
2025
Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance
A. Gupta*, A. Abdullah*, X. Li, V. Ramesh, I. Rekleitis, M. J. Islam
Robotics: Science and Systems (RSS), 2025, Los Angeles, CA
AUV Visual Servoing Semantic Navigation Edge AI
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Education

2025 — Present
PhD in Civil Engineering
University of Florida · ICIC Lab
2023 — 2025
M.S. in Electrical & Computer Engineering
University of Florida
2019 — 2023
B.Eng. in Automation
04

Experience

2025 — Present
PhD Research Assistant
ICIC Lab · University of Florida
Embodied AI research — developing intelligent robotic agents that perceive, reason, and act in physical environments.
2024 — 2025
Student Assistant
RoboPI Lab · University of Florida
Contributed to the CavePI project — a novel AUV for autonomous underwater cave exploration using semantic guidance, visual servoing, and edge AI. Published at RSS 2025.
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Skills & Interests

Embodied AI Deep Learning Robotics SLAM Embedded Systems Foundation Models LLM Agents Navigation World Models Machine Learning Computer Vision ROS Control Systems Reinforcement Learning Simulation Edge AI Python / C++
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Get in touch

Whether it's a research collaboration, a question,
or simply a conversation — I'd love to hear from you.