Zobrazeno 1 - 10
of 722
pro vyhledávání: '"Luo, Jiajun"'
Asynchronous Federated Learning (AFL) confronts inherent challenges arising from the heterogeneity of devices (e.g., their computation capacities) and low-bandwidth environments, both potentially causing stale model updates (e.g., local gradients) fo
Externí odkaz:
http://arxiv.org/abs/2407.05125
We investigate the problem of compound estimation of normal means while accounting for the presence of side information. Leveraging the empirical Bayes framework, we develop a nonparametric integrative Tweedie (NIT) approach that incorporates structu
Externí odkaz:
http://arxiv.org/abs/2308.05883
Autor:
Zhu, Zheqi, Shi, Yuchen, Luo, Jiajun, Wang, Fei, Peng, Chenghui, Fan, Pingyi, Letaief, Khaled B.
Federated learning (FL) has prevailed as an efficient and privacy-preserved scheme for distributed learning. In this work, we mainly focus on the optimization of computation and communication in FL from a view of pruning. By adopting layer-wise pruni
Externí odkaz:
http://arxiv.org/abs/2303.06360
We consider the problem of autonomous channel access (AutoCA), where a group of terminals tries to discover a communication strategy with an access point (AP) via a common wireless channel in a distributed fashion. Due to the irregular topology and t
Externí odkaz:
http://arxiv.org/abs/2207.03605
Publikováno v:
In Molecular Catalysis 15 July 2024 564
Autor:
Quan, Weiwei, Hou, Yuxi, Luo, Jiajun, Yang, Dongquan, Lin, Yingbin, Hong, Zhensheng, Huang, Yiyin, Yao, Hurong, Yang, Rui
Publikováno v:
In Applied Catalysis A, General 5 July 2024 681
Autor:
Luo, Jiajun1 (AUTHOR), Hu, Changtao2,3 (AUTHOR), Zhang, Zhilong1 (AUTHOR), Lei, Bingbing2,3 (AUTHOR), Luo, Jing1 (AUTHOR), Zhang, Ao1 (AUTHOR), Hao, Ge1 (AUTHOR)
Publikováno v:
Geofluids. 3/13/2024, Vol. 2024, p1-16. 16p.
Autor:
Luo Jiajun1,2
Publikováno v:
Asian-Pacific Law & Policy Journal. Spring2024, Vol. 25 Issue 3, p103-171. 69p.
Autor:
Zhao, Zean, Chen, Xinhua, Luo, Jiajun, Chen, Mengyu, Luo, Jian, Chen, Jianjun, Li, Zhonghuang, Wan, Shanhe, Wu, Ting, Zhang, Jiajie, Pang, Jianxin, Tian, Yuanxin
Publikováno v:
In European Journal of Medicinal Chemistry 5 November 2024 277
Autor:
Xin, Jiantao, Xu, Wensen, Cai, Yucheng, Wang, Taotao, Zhang, Shengli, Liu, Peng, Guo, Ziyang, Luo, Jiajun
The existing medium access control (MAC) protocol of Wi-Fi networks (i.e., carrier-sense multiple access with collision avoidance (CSMA/CA)) suffers from poor performance in dense deployments due to the increasing number of collisions and long averag
Externí odkaz:
http://arxiv.org/abs/2106.10307