Huan Liu

Huan Liu is a Professor at Arizona State University's School of Computing, Informatics, and Decision Systems Engineering, with research spanning artificial intelligence, edge computing, and interdisciplinary applications. His work bridges theoretical advances with real-world implementations across healthcare, transportation, and environmental systems.

His primary research interests include:

• Artificial Intelligence and Machine Learning for complex system optimization
• Edge-Cloud Computing architectures for IoT and vehicular networks
• Medical image analysis and clinical decision support systems
• Graph neural networks and multimodal learning
• Privacy-preserving federated learning frameworks

Recent publications demonstrate strong emphasis on applied AI, with 15+ 2025 papers addressing UAV swarm intelligence, medical diagnostics, and sustainable transportation through novel algorithmic approaches.

Publication trends reveal consistent leadership in:

• Developing efficient edge computing solutions for dynamic environments
• Creating medical AI tools with clinical validation
• Innovating in graph-based and multimodal learning
• Applying optimization techniques to logistics and environmental challenges

His work frequently appears in top venues including IEEE Transactions, Bioinformatics, and AAAI.