Hi, I'm Sang
BIOGRAPHY
An avid tech enthusiast with a deep love for mathematics, data, and security.
RESEARCH
My research focuses on integrating multi-agent systems (MASs) relating to autonomous vehicle agents combined with large language model agents. This dual MASs approach aims to enhance system performance and reliability in dynamic environments. Advanced solutions are explored to improve high-mobility applications, with a focus on cybersecurity and operational efficiency.
WORK
Skills
My favorite skills
Data
Processing
Proficient in wrangling and cleaning data using tools such as R, Python, and SQL to prepare it for analysis.
Data
Modeling
Experience in analyzing data using machine learning techniques to build predictive models.
Data
Visualization
Skilled in creating visually appealing graphs and charts to communicate insights from data.
Languages
Python
Advanced
R
Advanced
Julia
IntermediateTools
RStudio
Advanced
Jetbrains IDE
Advanced
Git
AdvancedFrontend
HTML
Advanced
CSS
Intermediate
JavaScript
BasicBackend
PostgreSQL
Advanced
MongoDB
Intermediate
Node.JS
BasicExperience
My personal journeyEducation
Ph.D. in E.E.&C.S.
Embry-Riddle Aeronautical University August 2023 - PresentB.Sc. in Mathematics
Portland State University September 2021 - June 2023B.Sc. in Data Science
Portland State University September 2021 - June 2023Work
Graduate Research Assistant
Embry-Riddle Aeronautical University June 2025 - PresentATRC Summer Intern
Wright State University May 2024 - Aug. 2024NSF REU Summer Researcher
Embry-Riddle Aeronautical University May 2023 - August 2023
Projects
Most recent workRepos
What I've been coding
Formation Control
Wine Quality Modeling
Portfolio Dimension
Indoor Positioning System
Blogs
What I've been writing
Git Commands
Regular Expression
Tools for Data Science
VS Code Extensions
Publications
My researchesPublished
- R. Singh, I. Pellani, S. Peccoud, S. Xing, W. Reimer, Y. Liu, and etc, "Safety and Performance Assurance for Swarm UAV Operations: A Survey". SecureTrans 2025 Workshop, IEEE Symposiums on Security and Privacy, San Francisco, CA, USA.
- S. Peccoud, S. Xing, T. Yang and R. S. Stansbury, "Behavior-Based Communication-Aware Formation Control in Dynamic Multi-Agent Systems for Jamming Detection and Avoidance," SoutheastCon 2024, Atlanta, GA, USA, 2024, pp. 552-558, doi: 10.1109/SoutheastCon52093.2024.10500200.
- S. Xing, T. Yang, and H. Song, "Consensus-based Communication-aware Formation Control for a Dynamical Multi-agent System," SoutheastCon 2023, Orlando, FL, USA, 2023, pp. 60-67, doi: 10.1109/SoutheastCon51012.2023.10115199.
Preprint
- S. Xing, S. Li, T. Yang, "“Dual Multi-Agent System Architecture for Resilient UAV Swarm Operations in Contested Environments," submitted to IEEE JSAC.
- S. Xing, S. Li, S. Peccoud, and T. Yang, "Robust Communication-Aware Jamming Detection and Avoidance for Distributed Multi-Agent Systems," submitted to IEEE Open Access.