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Shao-Yong Guo

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2026

LogPISA: An Improved Pre-Training and Tuning Pipeline for Log Understanding With Invariant and Semantic-Aware Objectives

With the rapid development of computer and network technology, network and software logs generated by a multitude of devices contain a wealth of knowledge and serve as a critical resource for intelligent fault diagnosis and efficient system operations. In recent years, various deep learning methods and the pre-training...

Lanlan Rui, Yuan-Rui Yang, Peng Yu et al. · 0 citations
2026

Accelerating Diffusion Model Inference: A Blockchain-Aided Trusted Cloud-Edge Collaborative Framework

Artificial Intelligence-Generated Content (AIGC) has developed rapidly, with Diffusion Models (DMs) gaining wide attention for their superior image generation capabilities. However, the high computational cost of inference limits their deployment in resource-constrained environments such as edge computing. Cloud-edge c...

Yu Song, Yin-Lin Ren, Shao-Yong Guo et al. · 0 citations

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