معرفی
Professor Wei Shi is a faculty member at the School of Computer Science, Carleton University. His research focuses on distributed computing, cloud networks, algorithm design for sensor/actuator systems, big data analytics, and data privacy. Notable projects include federated learning optimizations, blockchain-enabled edge intelligence for IoT/vehicle networks, and AI-driven cybersecurity solutions. His work addresses challenges in dynamic resource allocation, anomaly detection, and privacy-preserving techniques.
Research Interests:
- Distributed Computing: Optimizing federated learning and client selection algorithms for wireless networks.
- Blockchain & Edge Intelligence: Developing decentralized systems for IoT and vehicular networks using AI large models.
- Security & Privacy: Innovating methods to detect AI-generated content, combat cyber-physical attacks, and protect user data privacy.
Publications: Recent works emphasize federated learning applications, blockchain integration with edge computing, and cybersecurity for vehicular/IoT ecosystems. Key themes include energy-efficient algorithms, dynamic resource allocation, and intrusion detection in constrained environments.
Email: wei.shi@carleton.ca
