Zobrazeno 1 - 10
of 2 847
pro vyhledávání: '"XU Chuan"'
Autor:
Diana, Francesco, Marfoq, Othmane, Xu, Chuan, Neglia, Giovanni, Giroire, Frédéric, Thomas, Eoin
Federated Learning (FL) enables multiple clients, such as mobile phones and IoT devices, to collaboratively train a global machine learning model while keeping their data localized. However, recent studies have revealed that the training phase of FL
Externí odkaz:
http://arxiv.org/abs/2411.12697
As Internet of Things (IoT) technology advances, end devices like sensors and smartphones are progressively equipped with AI models tailored to their local memory and computational constraints. Local inference reduces communication costs and latency;
Externí odkaz:
http://arxiv.org/abs/2405.04249
Measuring the magnetoconductivity induced from impurities may help determine the impurity distribution and reveal the structure of a Weyl semimetal sample. To verify this, we utilized the Gaussian random disorder to simulate charged impurities in a t
Externí odkaz:
http://arxiv.org/abs/2312.08716
Publikováno v:
ACM Trans. Graph. 42, 6, Article 225 (December 2023), 14 pages
Synthesizing photorealistic 4D human head avatars from videos is essential for VR/AR, telepresence, and video game applications. Although existing Neural Radiance Fields (NeRF)-based methods achieve high-fidelity results, the computational expense li
Externí odkaz:
http://arxiv.org/abs/2311.05521
Autor:
Kaplan, Caelin G., Xu, Chuan, Marfoq, Othmane, Neglia, Giovanni, de Oliveira, Anderson Santana
Within the realm of privacy-preserving machine learning, empirical privacy defenses have been proposed as a solution to achieve satisfactory levels of training data privacy without a significant drop in model utility. Most existing defenses against m
Externí odkaz:
http://arxiv.org/abs/2310.12112
Publikováno v:
Tongxin xuebao, Vol 45, Pp 51-61 (2024)
Aiming at the time-sensitive network (TSN) gating scheduling required high synchronization accuracy of adjacent nodes, the delay fluctuation of inter-satellite wireless links caused the deviation of gate opening of adjacent nodes, resulting in the pr
Externí odkaz:
https://doaj.org/article/cb0b503648ab47f6854ba9798f960e7f
Autor:
Huang, Hanyao, Zheng, Ou, Wang, Dongdong, Yin, Jiayi, Wang, Zijin, Ding, Shengxuan, Yin, Heng, Xu, Chuan, Yang, Renjie, Zheng, Qian, Shi, Bing
Publikováno v:
Int J Oral Sci. 2023 Jul 28;15(1):29
The ChatGPT, a lite and conversational variant of Generative Pretrained Transformer 4 (GPT-4) developed by OpenAI, is one of the milestone Large Language Models (LLMs) with billions of parameters. LLMs have stirred up much interest among researchers
Externí odkaz:
http://arxiv.org/abs/2304.03086
Autor:
Xu, Chuan-Feng1,2 (AUTHOR) 2020202039@njau.edu.cn, Liu, Peng-Cheng1 (AUTHOR) pcliu@njau.edu.cn, Chapman, Jason W.1,3,4 (AUTHOR) j.chapman2@exeter.ac.uk, Wotton, Karl R.3 (AUTHOR), Qi, Guo-Jun5 (AUTHOR) qigj@gdppri.com, Wang, Yu-Meng1 (AUTHOR) hugao@njau.edu.cn, Hu, Gao1,6,7 (AUTHOR)
Publikováno v:
Insects (2075-4450). Oct2024, Vol. 15 Issue 10, p809. 14p.
Autor:
Garmire, Lana X., Li, Yijun, Huang, Qianhui, Xu, Chuan, Teichmann, Sarah, Kaminski, Naftali, Pellegrini, Matteo, Nguyen, Quan, Teschendorff, Andrew E.
Deciphering cell type heterogeneity is crucial for systematically understanding tissue homeostasis and its dysregulation in diseases. Computational deconvolution is an efficient approach estimating cell type abundances from a variety of omics data. D
Externí odkaz:
http://arxiv.org/abs/2211.11808
In this paper, we initiate the study of local model reconstruction attacks for federated learning, where a honest-but-curious adversary eavesdrops the messages exchanged between a targeted client and the server, and then reconstructs the local/person
Externí odkaz:
http://arxiv.org/abs/2210.16205