no code implementations • 22 Apr 2024 • Huan Bao, Kaimin Wei, Yongdong Wu, Jin Qian, Robert H. Deng
Then, it randomly chooses latent codes from the latent probability distribution for recovering the private data.
no code implementations • 23 Mar 2023 • Yao Chen, Shan Huang, Wensheng Gan, Gengsen Huang, Yongdong Wu
In this paper, we review some of the early advances of FL4M, which will be a research direction with unlimited development potential.
no code implementations • 27 Nov 2022 • Yao Chen, Yijie Gui, Hong Lin, Wensheng Gan, Yongdong Wu
For the purpose of advancing the research in this field, building a robust FL system, and realizing the wide application of FL, this paper sorts out the possible attacks and corresponding defenses of the current FL system systematically.
no code implementations • 27 Sep 2022 • Yao Chen, Wensheng Gan, Yongdong Wu, Philip S. Yu
Contrast pattern mining (CPM) is an important and popular subfield of data mining.
no code implementations • 9 Jun 2022 • Jinbao Miao, Wensheng Gan, Shicheng Wan, Yongdong Wu, Philippe Fournier-Viger
In this paper, we address this issue by proposing a novel list-based algorithm with pattern matching mechanism, named THUIM (Targeted High-Utility Itemset Mining), which can quickly match high-utility itemsets during the mining process to select the targeted patterns.
no code implementations • 9 Jun 2022 • Qi Lin, Wensheng Gan, Yongdong Wu, Jiahui Chen, Chien-Ming Chen
Big data technologies such as design making, event detection, and classification are developed to help manufacturing organizations to achieve smart systems.