no code implementations • 9 Apr 2024 • Payam Abdisarabshali, Kwang Taik Kim, Michael Langberg, Weifeng Su, Seyyedali Hosseinalipour
In this paper, we incorporate multi-granular system dynamics (MSDs) into FL, including (M1) dynamic wireless channel capacity, captured by a set of discrete-time events, called $\mathscr{D}$-Events, and (M2) dynamic datasets of users.
no code implementations • 14 Apr 2023 • Payam Abdisarabshali, Nicholas Accurso, Filippo Malandra, Weifeng Su, Seyyedali Hosseinalipour
Motivated by these challenges, we introduce a generic FL paradigm over NextG networks, called dynamic multi-service FL (DMS-FL).
no code implementations • 15 Mar 2023 • Su Wang, Seyyedali Hosseinalipour, Vaneet Aggarwal, Christopher G. Brinton, David J. Love, Weifeng Su, Mung Chiang
Federated learning (FL) has been promoted as a popular technique for training machine learning (ML) models over edge/fog networks.
1 code implementation • Findings (ACL) 2021 • Zhongyi Yu, Zhenghao Wu, Hao Zheng, Zhe XuanYuan, Jefferson Fong, Weifeng Su
Fixed length summarization aims at generating summaries with a preset number of words or characters.
no code implementations • SEMEVAL 2019 • Zhenghao Wu, Hao Zheng, Jianming Wang, Weifeng Su, Jefferson Fong
In this study we deal with the problem of identifying and categorizing offensive language in social media.