Chaouki Ben Issaid - Publications, H-index & Citations

Chaouki Ben Issaid

University of Oulu

13H指数

70论文数

475被引数

收录论文 18

发表时间

Semantic-Based Distributed Learning for Diverse and Discriminative Representations 基于语义的分布式学习用于多样化和判别性表示

IEEE Transactions on Signal Processing

IF5.8

2026-06-11

OAAI

Zhuojun Tian; Chaouki Ben Issaid; Mehdi Bennis

Distributed and Crowdsourced Artificial Intelligence: Enabling a Robust and Scalable 6G Network Architecture 分布式和众包人工智能：实现稳健且可扩展的6G网络架构

IEEE Vehicular Technology Magazine

IF7.2

2026-05-19

PREAI

John S. Vardakas; Golshan Famitafreshi; Christoforos Christoforou; Iacovos Ioannou; Antonella Molinaro; Chaouki Ben Issaid; Juan Jose Vegas Olmos; Thanasis Charemis; Marius Iordache; Marios Sophocleous; Giacomo Bernini; Christos Verikoukis

Communication-Efficient and Robust Multi-Modal Federated Learning via Latent-Space Consensus 通过潜在空间共识实现通信高效且鲁棒的跨模态联邦学习

IEEE Wireless Communications Letters

IF5.5

2026-03-23

OAAI

Mohamed Badi; Chaouki Ben Issaid; Mehdi Bennis

SheafAlign: A Sheaf-Theoretic Framework for Decentralized Multimodal Alignment SheafAlign：一种基于层论的分布式多模态对齐框架

IEEE Communications Letters

IF4.4

2026-02-09

OAAI

Abdulmomen Ghalkha; Zhuojun Tian; Chaouki Ben Issaid; Mehdi Bennis

Coupling machine learning and physical modelling for predicting runoff at catchment scale

JOURNAL OF ENVIRONMENTAL MANAGEMENT

IF8.4

2024-03-01

OAAI

Zubelzu, Sergio; Ghalkha, Abdulmomen; Ben Issaid, Chaouki; Zanella, Andrea; Bennis, Medhi

Quantized FedPD (QFedPD): Beyond Conventional Wisdom-The Energy Benefits of Frequent Communication 量化FedPD (QFedPD): 超越传统智慧-频繁通信的能源效益

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-01-01

OAAI

Elgabli, Anis; Ben Issaid, Chaouki; Badi, Mohamed; Bennis, Mehdi

Communication-Efficient Federated Learning: A Second Order Newton-Type Method With Analog Over-the-Air Aggregation

IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING

IF6.7

2022-09-01

OAAI

Krouka, Mounssif; Elgabli, Anis; Ben Issaid, Chaouki; Bennis, Mehdi

Communication Efficient Decentralized Learning Over Bipartite Graphs

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2022-06-01

OAAI

Ben Issaid, Chaouki; Elgabli, Anis; Park, Jihong; Bennis, Mehdi; Debbah, Merouane

Communication-Efficient and Federated Multi-Agent Reinforcement Learning

IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING

IF7

2022-03-01

OAAI

Krouka, Mounssif; Elgabli, Anis; Ben Issaid, Chaouki; Bennis, Mehdi

Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs

IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING

IF6.7

2022-03-01

OAAI

Soret, Beatriz; Nguyen, Lam D.; Seeger, Jan; Broring, Arne; Ben Issaid, Chaouki; Samarakoon, Sumudu; El Gabli, Anis; Kulkarni, Vivek; Bennis, Mehdi; Popovski, Petar

Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning

IEEE TRANSACTIONS ON COMMUNICATIONS

IF8.3

2021-08-01

OAAI

Elgabli, Anis; Park, Jihong; Ben Issaid, Chaouki; Bennis, Mehdi

Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning Q-gadmm: 用于通信高效分散机器学习的量化组ADMM

IEEE TRANSACTIONS ON COMMUNICATIONS

IF8.3

2021-01-01

OAAI

Elgabli, Anis; Park, Jihong; Bedi, Amrit Singh; Ben Issaid, Chaouki; Bennis, Mehdi; Aggarwal, Vaneet