Jer Shyuan Ng

1.1k total citations · 1 hit paper
21 papers, 705 citations indexed

About

Jer Shyuan Ng is a scholar working on Artificial Intelligence, Computer Science Applications and Computer Networks and Communications. According to data from OpenAlex, Jer Shyuan Ng has authored 21 papers receiving a total of 705 indexed citations (citations by other indexed papers that have themselves been cited), including 19 papers in Artificial Intelligence, 9 papers in Computer Science Applications and 8 papers in Computer Networks and Communications. Recurrent topics in Jer Shyuan Ng's work include Privacy-Preserving Technologies in Data (16 papers), Mobile Crowdsensing and Crowdsourcing (9 papers) and Stochastic Gradient Optimization Techniques (4 papers). Jer Shyuan Ng is often cited by papers focused on Privacy-Preserving Technologies in Data (16 papers), Mobile Crowdsensing and Crowdsourcing (9 papers) and Stochastic Gradient Optimization Techniques (4 papers). Jer Shyuan Ng collaborates with scholars based in Singapore, Canada and China. Jer Shyuan Ng's co-authors include Wei Yang Bryan Lim, Dusit Niyato, Zehui Xiong, Chunyan Miao, Cyril Leung, Jiangming Jin, Yang Zhang, Dong In Kim, Xian‐Sheng Hua and Hong‐Ning Dai and has published in prestigious journals such as IEEE Communications Surveys & Tutorials, IEEE Journal on Selected Areas in Communications and IEEE Transactions on Intelligent Transportation Systems.

In The Last Decade

Jer Shyuan Ng

19 papers receiving 696 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Decentralized Edge Intelligence: A Dynamic Resource Allocation Framework for Hierarchical Federated Learning

2021 207 citations Wei Yang Bryan Lim, Jer Shyuan Ng et al. IEEE Transactions on Parallel and Distributed Systems profile →

Peers

Countries citing papers authored by Jer Shyuan Ng

Since Specialization

Citations

This map shows the geographic impact of Jer Shyuan Ng's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jer Shyuan Ng with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jer Shyuan Ng more than expected).

Fields of papers citing papers by Jer Shyuan Ng

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jer Shyuan Ng. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jer Shyuan Ng. The network helps show where Jer Shyuan Ng may publish in the future.

Co-authorship network of co-authors of Jer Shyuan Ng

This figure shows the co-authorship network connecting the top 25 collaborators of Jer Shyuan Ng. A scholar is included among the top collaborators of Jer Shyuan Ng based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Jer Shyuan Ng. Jer Shyuan Ng is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	SSFU: Selective Semantic Feature Unlearning for Federated Learning in 6G Internet of Things Systems 2025 ·IEEE Internet of Things Journal ·(unknown), Ibrahim Khalil, (unknown), (unknown), Jer Shyuan Ng, Dusit Niyato	0
2	CrowdFL: A Marketplace for Crowdsourced Federated Learning 2022 ·Proceedings of the AAAI Conference on Artificial Intelligence ·(unknown), (unknown), Wei Yang Bryan Lim, Jer Shyuan Ng, (unknown), Zehui Xiong, Jiawen Kang, Han Yu, Dusit Niyato, Chunyan Miao	3
3	UAV-assisted Wireless Power Charging for Efficient Hybrid Coded Edge Computing Network 2022 ·ICC 2022 - IEEE International Conference on Communications ·Jer Shyuan Ng, Wei Chong Ng, Wei Yang Bryan Lim, Zehui Xiong, Dusit Niyato, Cyril Leung, Chunyan Miao	3
4	Evolutionary Model Owner Selection for Federated Learning with Heterogeneous Privacy Budgets 2022 ·ICC 2022 - IEEE International Conference on Communications ·Wei Yang Bryan Lim, Jer Shyuan Ng, Jiangtian Nie, Qin Hu, Zehui Xiong, Dusit Niyato, Chunyan Miao	1
5	Unified Resource Allocation Framework for the Edge Intelligence-Enabled Metaverse 2022 ·ICC 2022 - IEEE International Conference on Communications ·Wei Chong Ng, Wei Yang Bryan Lim, Jer Shyuan Ng, Zehui Xiong, Dusit Niyato, Chunyan Miao	81
6	Federated Learning Over Wireless Edge Networks 2022 ·Wei Yang Bryan Lim, Jer Shyuan Ng, Zehui Xiong, Dusit Niyato, Chunyan Miao	4
7	A Hierarchical Incentive Design Toward Motivating Participation in Coded Federated Learning 2021 ·IEEE Journal on Selected Areas in Communications ·Jer Shyuan Ng, Wei Yang Bryan Lim, Zehui Xiong, Xianbin Cao, Dusit Niyato, Cyril Leung, Dong In Kim	37
8	A Comprehensive Survey on Coded Distributed Computing: Fundamentals, Challenges, and Networking Applications 2021 ·IEEE Communications Surveys & Tutorials ·Jer Shyuan Ng, Wei Yang Bryan Lim, Nguyen Cong Luong, Zehui Xiong, Alia Asheralieva, Dusit Niyato, Cyril Leung, Chunyan Miao	67
9	Decentralized Edge Intelligence: A Dynamic Resource Allocation Framework for Hierarchical Federated Learning breakdown → 2021 ·IEEE Transactions on Parallel and Distributed Systems ·Wei Yang Bryan Lim, Jer Shyuan Ng, Zehui Xiong, Jiangming Jin, Yang Zhang, Dusit Niyato, Cyril Leung, Chunyan Miao	207
10	Dynamic Edge Association and Resource Allocation in Self-Organizing Hierarchical Federated Learning Networks 2021 ·IEEE Journal on Selected Areas in Communications ·Wei Yang Bryan Lim, Jer Shyuan Ng, Zehui Xiong, Dusit Niyato, Chunyan Miao, Dong In Kim	116
11	Communication-efficient and Scalable Decentralized Federated Edge Learning 2021 ·(unknown), (unknown), (unknown), Jiawen Kang, Xuandi Li, Jer Shyuan Ng, (unknown), Wei Yang Bryan Lim, Zehui Xiong, Dusit Niyato	12
12	AI-Empowered Decision Support for COVID-19 Social Distancing 2021 ·Proceedings of the AAAI Conference on Artificial Intelligence ·Hongchao Jiang, Wei Yang Bryan Lim, Jer Shyuan Ng, (unknown), (unknown), Zehui Xiong, Dusit Niyato, Chunyan Miao	1
13	Dynamic Edge Association in Hierarchical Federated Learning Networks 2021 ·Wei Yang Bryan Lim, Jer Shyuan Ng, Zehui Xiong, Sahil Garg, Yang Zhang, Dusit Niyato, Chunyan Miao	2
14	Deep-learning Based Auction Resource Allocation in Coded Computation Offloading for Internet-of-Things 2021 ·Jer Shyuan Ng, Wei Yang Bryan Lim, Zehui Xiong, Sahil Garg, Dusit Niyato, Cyril Leung	1
15	Towards Parkinson’s Disease Prognosis Using Self-Supervised Learning and Anomaly Detection 2021 ·Hongchao Jiang, Wei Yang Bryan Lim, Jer Shyuan Ng, Yu Wang, Ying Chi, Chunyan Miao	4
16	Predictive Analytics for COVID-19 Social Distancing 2021 ·(unknown), (unknown), (unknown), Wei Yang Bryan Lim, Jer Shyuan Ng, (unknown), Zehui Xiong, Dusit Niyato, Chunyan Miao	0
17	A Hierarchical Incentive Mechanism for Coded Federated Learning 2021 ·Jer Shyuan Ng, Wei Yang Bryan Lim, Zehui Xiong, Xianjun Deng, Yang Zhang, Dusit Niyato, Cyril Leung	1
18	Joint Auction-Coalition Formation Framework for Communication-Efficient Federated Learning in UAV-Enabled Internet of Vehicles 2020 ·IEEE Transactions on Intelligent Transportation Systems ·Jer Shyuan Ng, Wei Yang Bryan Lim, Hong‐Ning Dai, Zehui Xiong, Jianqiang Huang, Dusit Niyato, Xian‐Sheng Hua, Cyril Leung, Chunyan Miao	111
19	Communication-Efficient Federated Learning in UAV-enabled IoV: A Joint Auction-Coalition Approach 2020 ·Jer Shyuan Ng, Wei Yang Bryan Lim, Hong‐Ning Dai, Zehui Xiong, Jianqiang Huang, Dusit Niyato, Xian‐Sheng Hua, Cyril Leung, Chunyan Miao	15
20	Dynamic Resource Allocation for Hierarchical Federated Learning 2020 ·Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Wei Yang Bryan Lim, Jer Shyuan Ng, Zehui Xiong, Dusit Niyato, Song Guo, Cyril Leung, Chunyan Miao	5

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact