Liang Xiao

Dynamic Orchestration Mechanism of Service Function Chain in Hybrid NFV Networks

2018

The researches about Service Function Chain (SFC) focus on offline deployment of resources and links in pure NFV network, which cannot meet the requirements of flexibility and real-time. In this paper, we propose a dynamic …

A Multimodal Knowledge Graph for Medical Decision Making Centred Around Personal Values

2023

It is important to incorporate patient values in healthcare decision-making systems so that the system gives patient-centered decision solutions in the decision-making process. The extant studies show less integration of both. Patient values can be …

Unsupervised Domain Adaption for Remote Sensing Semantic Segmentation with Self-Attention Mechanism

2023

The domain shift between the source and target domains limits the performance of traditional convolutional neural networks (CNNs) for feature extraction in remote sensing tasks. We propose an image translation network that uses generative adversarial …

Integrative Decoding: Improve Factuality via Implicit Self-consistency

2024 · arXiv (Cornell University)

Self-consistency-based approaches, which involve repeatedly sampling multiple outputs and selecting the most consistent one as the final response, prove to be remarkably effective in improving the factual accuracy of large language models. Nonetheless, existing methods …