Towards Federated Learning in UAV-Enabled Internet of Vehicles: A Multi-Dimensional Contract-Matching Approach

Wei Yang Bryan Lim , Jianqiang Huang , Zehui Xiong , Jiawen Kang
arXiv: Signal Processing

133
2020
Incentive Mechanism Design for Resource Sharing in Collaborative Edge Learning.

Cyril Leung , Dusit Niyato , Zehui Xiong , Wei Yang Bryan Lim
arXiv: Networking and Internet Architecture

24
2020
Communication-Efficient Federated Learning in UAV-enabled IoV: A Joint Auction-Coalition Approach

Chunyan Miao , Hong-Ning Dai , Cyril Leung , Xian-Sheng Hua
global communications conference 1 -6

3
2020
Communication-Efficient Federated Learning for Anomaly Detection in Industrial Internet of Things

Jiawen Kang , Dusit Niyato , Zehui Xiong , Neeraj Kumar
global communications conference 1 -6

33
2020
Dynamic Resource Allocation for Hierarchical Federated Learning

Chunyan Miao , Cyril Leung , Song Guo , Dusit Niyato
mobile ad-hoc and sensor networks 153 -160

5
2020
Towards Parkinson’s Disease Prognosis Using Self-Supervised Learning and Anomaly Detection

Chunyan Miao , Wei Yang Bryan Lim , Jer Shyuan Ng , Ying Chi
international conference on acoustics speech and signal processing

2021
When Information Freshness Meets Service Latency in Federated Learning: A Task-Aware Incentive Scheme for Smart Industries

Wei Yang Bryan Lim , Zehui Xiong , Jiawen Kang , Dusit Niyato
IEEE Transactions on Industrial Informatics 1 -1

31
2020
Incentive Mechanism Design for Mobile Data Rewards using Multi-Dimensional Contract

Zehui Xiong , Wei Yang Bryan Lim , Jiawen Kang , Dusit Niyato
wireless communications and networking conference 1 -6

6
2020
Toward Efficient Data Trading in AI Enabled Reconfigurable Wireless Sensor Network using Contract and Game Theories

Xumin Huang , Sahil Garg , Jiangtian Nie , Wei Yang Bryan Lim
IEEE Transactions on Network Science and Engineering 1 -1

2020
Federated Learning in Mobile Edge Networks: A Comprehensive Survey

Wei Yang Bryan Lim , Nguyen Cong Luong , Dinh Thai Hoang , Yutao Jiao
IEEE Communications Surveys and Tutorials 22 ( 3) 2031 -2063

1,126
2020
An incentive scheme for federated learning in the sky

Wei Yang Bryan Lim , Zehui Xiong , Jiawen Kang , Dusit Niyato
acm ieee international conference on mobile computing and networking 55 -60

2020
Dynamic Contract Design for Federated Learning in Smart Healthcare Applications

Wei Yang Bryan Lim , Sahil Garg , Zehui Xiong , Dusit Niyato
IEEE Internet of Things Journal 1 -1

41
2020
Hierarchical Incentive Mechanism Design for Federated Machine Learning in Mobile Networks

Wei Yang Bryan Lim , Zehui Xiong , Chunyan Miao , Dusit Niyato
IEEE Internet of Things Journal 7 ( 10) 9575 -9588

103
2020
Federated Learning in the Sky: Aerial-Ground Air Quality Sensing Framework with UAV Swarms

Yi Liu , Jiangtian Nie , Xuandi Li , Syed Hassan Ahmed
IEEE Internet of Things Journal 1 -1

90
2020
UAV-Assisted Wireless Energy and Data Transfer With Deep Reinforcement Learning

Zehui Xiong , Yang Zhang , Wei Yang Bryan Lim , Jiawen Kang
IEEE Transactions on Cognitive Communications and Networking 7 ( 1) 85 -99

42
2021
Joint Auction-Coalition Formation Framework for Communication-Efficient Federated Learning in UAV-Enabled Internet of Vehicles

Jer Shyuan Ng , Wei Yang Bryan Lim , Hong-Ning Dai , Zehui Xiong
IEEE Transactions on Intelligent Transportation Systems 22 ( 4) 2326 -2344

65
2021
Privacy is not Free: Energy-Aware Federated Learning for Mobile and Edge Intelligence

Wenqi Yang , Yang Zhang , Wei Yang Bryan Lim , Zehui Xiong
2020 International Conference on Wireless Communications and Signal Processing (WCSP) 233 -238

2020
Dynamic edge association and resource allocation in self-organizing hierarchical federated learning networks

Wei Yang Bryan Lim , Jer Shyuan Ng , Zehui Xiong , Dusit Niyato
IEEE Journal on Selected Areas in Communications 39 ( 12) 3640 -3653

45
2021
Decentralized edge intelligence: A dynamic resource allocation framework for hierarchical federated learning

Wei Yang Bryan Lim , Jer Shyuan Ng , Zehui Xiong , Jiangming Jin
IEEE Transactions on Parallel and Distributed Systems 33 ( 3) 536 -550

83
2021
UAV-assisted communication efficient federated learning in the era of the artificial intelligence of things

Wei Yang Bryan Lim , Sahil Garg , Zehui Xiong , Yang Zhang
IEEE network 35 ( 5) 188 -195

23
2021