no code implementations • 6 May 2024 • Ying Zhuansun, Dandan Li, Xiaohong Huang, Caijun Sun
Recently, scholars have achieved the communication efficiency of federated learning mainly by model compression.
no code implementations • 6 Oct 2022 • Zhifang Deng, Xiaohong Huang, Dandan Li, Xueguang Yuan
The FedGraph takes three factors into account from coarse to fine: the proportion of each local dataset size, the topology factor of model graphs, and the model weights.
no code implementations • 18 Dec 2021 • Jiangwei Liu, Jingshu Zhang, Xiaohong Huang, Liangyu Min
The proposed approach is a multiple channel input neural framework that integrates semantic features and syntactic features.
no code implementations • 14 Nov 2021 • Jiangwei Liu, Xiaohong Huang
Research on crude oil price forecasting has attracted tremendous attention from scholars and policymakers due to its significant effect on the global economy.
no code implementations • 5 Nov 2021 • Jiangwei Liu, Liangyu Min, Xiaohong Huang
This study provides a comprehensive overview of the state-of-the-art event extraction methods and their applications from text, including closed-domain and open-domain event extraction.
1 code implementation • 15 Sep 2021 • Xiaohong Huang, Zhifang Deng, Dandan Li, Xueguang Yuan
The CNN-based methods have achieved impressive results in medical image segmentation, but it failed to capture the long-range dependencies due to the inherent locality of convolution operation.
Ranked #10 on Medical Image Segmentation on Synapse multi-organ CT (using extra training data)
no code implementations • 17 Nov 2020 • Yunlong Lu, Xiaohong Huang, Ke Zhang, Sabita Maharjan, Yan Zhang
In this paper, we introduce the Digital Twin Wireless Networks (DTWN) by incorporating digital twins into wireless networks, to migrate real-time data processing and computation to the edge plane.