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ORCIDJer Shyuan Ng
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2020 – today
- 2023
[b2]Jer Shyuan Ng:
Robust incentive mechanisms for efficient and secure coded edge intelligence. Nanyang Technological University, Singapore, 2023- 2022
- [b1]Wei Yang Bryan Lim, Jer Shyuan Ng
, Zehui Xiong, Dusit Niyato, Chunyan Miao:
Federated Learning Over Wireless Edge Networks. Wireless Networks, Springer 2022, ISBN 978-3-031-07837-8, pp. 1-150 - [j7]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): 359-375 (2022) - [j6]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): 536-550 (2022) - [j5]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): 2675-2686 (2022) - [j4]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): 1832-1845 (2022) - [c18]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: 13164-13166 - [c17]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: 13173-13175 - [c16]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: 980-985 - [c15]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: 4037-4042 - [c14]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: 5214-5219 - 2021
- [j3]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): 1800-1837 (2021) - [j2]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): 3640-3653 (2021) - [j1]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): 2326-2344 (2021) - [c13]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: 16044-16047 - [c12]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: 15-22 - [c11]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: 1-6 - [c10]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: 3960-3964 - [c9]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: 1-6 - [c8]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: 1-5 - [c7]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: 5016-5019 - [c6]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: 5032-5035 - [c5]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: 17-24 - [c4]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: 1124-1131 - [c3]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: 107-114 - [i7]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 abs/2102.08667 (2021) - [i6]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 abs/2110.14325 (2021) - [i5]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 abs/2110.14873 (2021) - 2020
- [c2]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: 1-6 - [c1]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: 153-160 - [i4]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 abs/2006.00511 (2020) - [i3]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 abs/2007.06378 (2020) - [i2]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 abs/2008.09048 (2020) - [i1]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 abs/2012.04854 (2020)
Coauthor Index
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