Edge-AI Latest Research Papers & News

Edge-AI Latest Research Papers, New, and Resources.

• [2025/01/04] Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies - Xubin Wang, Weijia Jia
• [2024/12/23] Edge-AI for Agriculture: Lightweight Vision Models for Disease Detection in Resource-Limited Setting - Harsh Joshi
• [2024/10/20] Edge AI: A Taxonomy, Systematic Review and Future Directions - Sukhpal Singh Gill et al.
• [2024/09/23] A SURVEY OF RESOURCE-EFFICIENT LLM AND MULTIMODAL FOUNDATION MODELS - Mengwei Xu et al.
• [2024/08/02] Revisiting Edge AI: Opportunities and Challenges - Schahram Dustdar, et al.
• [2019/10/01] Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing - En Li, et al.

Publication Sources

• arXiv.org - Edge AI
• Papers With Code - Edge AI Publications
• Edge AI Publications - STMicroelectronics

Conferences

• IEEE Edge 2025
  • 2024: https://edge.conferences.computer.org/2024/iedge-symposium/