Future Trend

Future trends in artificial intelligence and related fields are currently focused on enhancing model capabilities and addressing limitations in various applications. Research emphasizes improving the accuracy and efficiency of models, particularly through advancements in graph neural networks, diffusion models, and foundation models, as well as exploring collaborative approaches and mitigating security risks. This work is significant because it aims to improve the reliability and trustworthiness of AI systems across diverse domains, from predictive maintenance and information popularity prediction to autonomous driving and medical image analysis.