Jer Shyuan Ng

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 32

Top Topics

Resource Allocation

Predictive Analytics

Coalition Formation

Unmanned Aerial Vehicles

Top Venues

IEEE J. Sel. Areas Commun.

Publications

Jer Shyuan Ng, Wei Yang Bryan Lim, Zehui Xiong, Xianbin Cao, Dusit Niyato, Cyril Leung, Dong In Kim
A Hierarchical Incentive Design Toward Motivating Participation in Coded Federated Learning. IEEE J. Sel. Areas Commun. 40 (1) (2022)
Xuan Rong Zane Ho, Wei Yang Bryan Lim, Hongchao Jiang, Jer Shyuan Ng, Han Yu, Zehui Xiong, Dusit Niyato, Chunyan Miao
Dynamic Incentive Mechanism Design for COVID-19 Social Distancing. AAAI (2022)
Daifei Feng, Cicilia Helena, Wei Yang Bryan Lim, Jer Shyuan Ng, Hongchao Jiang, Zehui Xiong, Jiawen Kang, Han Yu, Dusit Niyato, Chunyan Miao
CrowdFL: A Marketplace for Crowdsourced Federated Learning. AAAI (2022)
Jer Shyuan Ng, Wei Chong Ng, Wei Yang Bryan Lim, Zehui Xiong, Dusit Niyato, Cyril Leung, Chunyan Miao
UAV-assisted Wireless Power Charging for Efficient Hybrid Coded Edge Computing Network. ICC (2022)
Wei Yang Bryan Lim, Jer Shyuan Ng, Jiangtian Nie, Qin Hu, Zehui Xiong, Dusit Niyato, Chunyan Miao
Evolutionary Model Owner Selection for Federated Learning with Heterogeneous Privacy Budgets. ICC (2022)
Jer Shyuan Ng, Wei Yang Bryan Lim, Zehui Xiong, Xianbin Cao, Jiangming Jin, Dusit Niyato, Cyril Leung, Chunyan Miao
Reputation-Aware Hedonic Coalition Formation for Efficient Serverless Hierarchical Federated Learning. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Jer Shyuan Ng, Wei Yang Bryan Lim, Zehui Xiong, Dusit Niyato, Cyril Leung, Chunyan Miao
A Double Auction Mechanism for Resource Allocation in Coded Vehicular Edge Computing. IEEE Trans. Veh. Technol. 71 (2) (2022)
Wei Chong Ng, Wei Yang Bryan Lim, Jer Shyuan Ng, Zehui Xiong, Dusit Niyato, Chunyan Miao
Unified Resource Allocation Framework for the Edge Intelligence-Enabled Metaverse. ICC (2022)
Wei Yang Bryan Lim, Jer Shyuan Ng, Zehui Xiong, Jiangming Jin, Yang Zhang, Dusit Niyato, Cyril Leung, Chunyan Miao
Decentralized Edge Intelligence: A Dynamic Resource Allocation Framework for Hierarchical Federated Learning. IEEE Trans. Parallel Distributed Syst. 33 (3) (2022)
Jer Shyuan Ng, Wei Yang Bryan Lim, Sahil Garg, Zehui Xiong, Dusit Niyato, Mohsen Guizani, Cyril Leung
Collaborative Coded Computation Offloading: An All-pay Auction Approach. ICC (2021)
Wei Chong Ng, Wei Yang Bryan Lim, Jer Shyuan Ng, Zehui Xiong, Dusit Niyato, Chunyan Miao
Unified Resource Allocation Framework for the Edge Intelligence-Enabled Metaverse. CoRR (2021)
Wei Yang Bryan Lim, Jer Shyuan Ng, Zehui Xiong, Sahil Garg, Yang Zhang, Dusit Niyato, Chunyan Miao
Dynamic Edge Association in Hierarchical Federated Learning Networks. TrustCom (2021)
Jer Shyuan Ng, Wei Yang Bryan Lim, Zehui Xiong, Dusit Niyato, Cyril Leung, Dong In Kim, Junshan Zhang, Qiang Yang
A Game-theoretic Approach Towards Collaborative Coded Computation Offloading. CoRR (2021)
Jer Shyuan Ng, Wei Yang Bryan Lim, Hong-Ning Dai, Zehui Xiong, Jianqiang Huang, Dusit Niyato, Xian-Sheng Hua, Cyril Leung, Chunyan Miao
Joint Auction-Coalition Formation Framework for Communication-Efficient Federated Learning in UAV-Enabled Internet of Vehicles. IEEE Trans. Intell. Transp. Syst. 22 (4) (2021)
Wei Yang Bryan Lim, Jer Shyuan Ng, Zehui Xiong, Dusit Niyato, Chunyan Miao, Dong In Kim
Dynamic Edge Association and Resource Allocation in Self-Organizing Hierarchical Federated Learning Networks. IEEE J. Sel. Areas Commun. 39 (12) (2021)
Jer Shyuan Ng, Wei Yang Bryan Lim, Zehui Xiong, Xianjun Deng, Yang Zhang, Dusit Niyato, Cyril Leung
A Hierarchical Incentive Mechanism for Coded Federated Learning. MSN (2021)
Jer Shyuan Ng, Wei Yang Bryan Lim, Zehui Xiong, Sahil Garg, Yang Zhang, Dusit Niyato, Cyril Leung
A Double Auction Mechanism for Coded Distributed Computing in Smart Vehicles. WINSYS (2021)
Hongchao Jiang, Wei Yang Bryan Lim, Jer Shyuan Ng, Harold Ze Chie Teng, Han Yu, Zehui Xiong, Dusit Niyato, Chunyan Miao
AI-Empowered Decision Support for COVID-19 Social Distancing. AAAI (2021)
Jer Shyuan Ng, Wei Yang Bryan Lim, Zehui Xiong, Sahil Garg, Dusit Niyato, Cyril Leung
Deep-learning Based Auction Resource Allocation in Coded Computation Offloading for Internet-of-Things. ICC Workshops (2021)
Hongchao Jiang, Wei Yang Bryan Lim, Jer Shyuan Ng, Yu Wang, Ying Chi, Chunyan Miao
Towards Parkinson's Disease Prognosis Using Self-Supervised Learning and Anomaly Detection. ICASSP (2021)
Wei Chong Ng, Wei Yang Bryan Lim, Jer Shyuan Ng, Suttinee Sawadsitang, Zehui Xiong, Dusit Niyato
Optimal Stochastic Coded Computation Offloading in Unmanned Aerial Vehicles Network. GLOBECOM (2021)
Jer Shyuan Ng, Wei Yang Bryan Lim, Zehui Xiong, Sahil Garg, Dusit Niyato, Cyril Leung
An Incentive Mechanism for Resource Allocation in Coded Distributed Computing. BigDataSE (2021)
Austine Zong Han Yapp, Hong Soo Nicholas Koh, Yan Ting Lai, Jiawen Kang, Xuandi Li, Jer Shyuan Ng, Hongchao Jiang, Wei Yang Bryan Lim, Zehui Xiong, Dusit Niyato
Communication-efficient and Scalable Decentralized Federated Edge Learning. IJCAI (2021)
Wei Chong Ng, Wei Yang Bryan Lim, Jer Shyuan Ng, Suttinee Sawadsitang, Zehui Xiong, Dusit Niyato
Optimal Stochastic Coded Computation Offloading in Unmanned Aerial Vehicles Network. CoRR (2021)
Harold Ze Chie Teng, Hongchao Jiang, Xuan Rong Zane Ho, Wei Yang Bryan Lim, Jer Shyuan Ng, Han Yu, Zehui Xiong, Dusit Niyato, Chunyan Miao
Predictive Analytics for COVID-19 Social Distancing. IJCAI (2021)
Jer Shyuan Ng, Wei Yang Bryan Lim, Nguyen Cong Luong, Zehui Xiong, Alia Asheralieva, Dusit Niyato, Cyril Leung, Chunyan Miao
A Comprehensive Survey on Coded Distributed Computing: Fundamentals, Challenges, and Networking Applications. IEEE Commun. Surv. Tutorials 23 (3) (2021)
Wei Yang Bryan Lim, Jer Shyuan Ng, Zehui Xiong, Dusit Niyato, Song Guo, Cyril Leung, Chunyan Miao
Dynamic Resource Allocation for Hierarchical Federated Learning. MSN (2020)
Jer Shyuan Ng, Wei Yang Bryan Lim, Hong-Ning Dai, Zehui Xiong, Jianqiang Huang, Dusit Niyato, Xian-Sheng Hua, Cyril Leung, Chunyan Miao
Communication-Efficient Federated Learning in UAV-enabled IoV: A Joint Auction-Coalition Approach. GLOBECOM (2020)
Wei Yang Bryan Lim, Jer Shyuan Ng, Zehui Xiong, Dusit Niyato, Cyril Leung, Chunyan Miao, Qiang Yang
Incentive Mechanism Design for Resource Sharing in Collaborative Edge Learning. CoRR (2020)
Jer Shyuan Ng, Wei Yang Bryan Lim, Hong-Ning Dai, Zehui Xiong, Jianqiang Huang, Dusit Niyato, Xian-Sheng Hua, Cyril Leung, Chunyan Miao
Joint Auction-Coalition Formation Framework for Communication-Efficient Federated Learning in UAV-Enabled Internet of Vehicles. CoRR (2020)
Jer Shyuan Ng, Wei Yang Bryan Lim, Sahil Garg, Zehui Xiong, Dusit Niyato, Mohsen Guizani, Cyril Leung
Collaborative Coded Computation Offloading: An All-pay Auction Approach. CoRR (2020)
Jer Shyuan Ng, Wei Yang Bryan Lim, Nguyen Cong Luong, Zehui Xiong, Alia Asheralieva, Dusit Niyato, Cyril Leung, Chunyan Miao
A Survey of Coded Distributed Computing. CoRR (2020)