no code implementations • 14 Aug 2024 • Zihao Ren, Lei Wang, Xinlei Yi, Xi Wang, Deming Yuan, Tao Yang, Zhengguang Wu, Guodong Shi
In this paper, we demonstrate that effective information compression may occur over time or space during sequences of node communications in distributed algorithms, leading to the concept of spatio-temporal compressors.
no code implementations • 7 Mar 2024 • Xiaodi Chen, Meng Zhang, Zhengguang Wu, Ligang Wu, Xiaohong Guan
Load frequency control (LFC) is widely employed in power systems to stabilize frequency fluctuation and guarantee power quality.
no code implementations • 15 Sep 2023 • Lei Wang, Weijia Liu, Fanghong Guo, Zixin Qiao, Zhengguang Wu
Gaussian noise and the output of the mechanism using Gaussian noises, it is shown that the resulting average consensus algorithm can eliminate the gap in the sense that the accuracy-privacy trade-off of the centralized averaging approach with differential privacy can be almost recovered by appropriately designing the variances of the added noises.
no code implementations • 10 Nov 2022 • Jianye Yi, Xiaopin Zhong, Weixiang Liu, Zongze Wu, Yuanlong Deng, Zhengguang Wu
This extreme imbalance makes it difficult to segment the THC of PV module cells, which is also a challenge for semantic segmentation.