AI-RSFMS 2026
Title: Workshop on AI-Enhanced Reliability and Safety for Future Mobility Systems
Program Chairs:
- Gyusang Choi, Yeungnam University in Korea
- Sungwon Kim, Yeungnam University in Korea
- Seung Yeob Nam, Yeungnam University in Korea
- Byeong-Il Kim, Yeungnam University in Korea
- Jiseok Lim, Yeungnam University in Korea
Goals:
Autonomous and connected mobility is rapidly evolving with the integration of artificial intelligence (AI) and deep learning (DL). While these technologies have brought remarkable advances, achieving high reliability and safety in real-world operation remains a critical challenge. This workshop aims to bring together researchers and practitioners to discuss AI-driven approaches that enhance safety, reliability, and intelligence in future mobility systems. We invite original contributions that explore innovative AI architectures, multimodal sensor fusion, data-driven validation, and trustworthy autonomous decision-making for next-generation mobility.
Review Process:
All submitted articles will be reviewed by at least two independent experts in the relevant field. Accepted papers will be presented on-site or online, depending on the author’s preference.
Topics and Scope:
Topics of interest include but are not limited to
- AI-based safety and reliability enhancement for future mobility systems
- Foundational Vision-Language-Action (VLA) models for autonomous driving and intelligent decision-making
- Benchmark datasets and evaluation methods for AI-driven mobility safety assessment
- Multimodal sensor fusion and edge AI for robust perception and control
- Trustworthy and explainable AI (XAI) for mobility safety assurance
- Reliability modeling of perception and communication subsystems
- AI-enabled vehicular networks and cooperative driving intelligence
- Safety metrics and validation frameworks for AI-based mobility
- Other intelligent and autonomous mobility technologies
Workshop support:
This workshop is hosted by the Institute of Information and Communication, Yeungnam University (Korea), and supported by the Basic Science Research Program through the National Research Foundation of Korea (NRF) and the BK21+ program
Submission deadline: Nov. 07, 2025, Nov. 21, 2025
Submission link: Click
Tentative Schedule:
| Session | Description | Time |
| Opening | Registration and Workshop Opening | 30 mins. |
| Invited Talk | Invited Speaker | 45 mins. |
| Session Break | 15 mins. | |
| Session 1 | Paper 1 | 20 mins. |
| Paper 2 | 20 mins. | |
| Paper 3 | 20 mins. | |
| Session Break | 20 mins. | |
| Session 2 | Paper 4 | 20 mins. |
| Paper 5 | 20 mins. | |
| Paper 6 | 20 mins. | |
| Session Break | 20 mins. |