Zelei Liu

781 citations

11 papers · 407 indexed · h-index 7

Computer Science Applications top 2%
- Mobile Crowdsensing and Crowdsourcing 4
Artificial Intelligence top 5%
- Privacy-Preserving Technologies in Data 9
- Stochastic Gradient Optimization Techniques 2
- Machine Learning in Healthcare 1
Health Informatics
- Artificial Intelligence in Healthcare and Education 1
Information Systems top 10%
- Blockchain Technology Applications and Security 3
Safety Research
Building and Construction
- Traffic Prediction and Management Techniques 1
Neurology
- Brain Tumor Detection and Classification 1

Co-authors: Han Yu Qiang Yang Tianjian Chen Mingshu CongDusit NiyatoXi Weng Yuanyuan ChenYang Liu
Cited by: Computer Science Applications Artificial Intelligence Health Informatics
Partner nations: China Singapore Hong Kong

In The Last Decade

Zelei Liu

11 papers receiving 400 citations

Peers

Countries citing papers authored by Zelei Liu

Since Specialization

Citations

This map shows the geographic impact of Zelei Liu'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 Zelei Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Zelei Liu more than expected).

Fields of papers citing papers by Zelei Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Zelei Liu. 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 Zelei Liu. The network helps show where Zelei Liu may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Zelei Liu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Zelei Liu Line = papers co-authored together Zelei Liu links everyone, so they are left out of the graph.

All Works

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11 of 11 papers shown

#	Work
1	Federated Learning in Large Model Era: Vision-Language Model for Smart City Safety Operation Management Zengxiang Li,Zhaoxiang Hou,Hui Xia Liu,Tongzhi Li,Chengyi Yang,Ying Wang,C.-X. Shi,Longfei Xie,Weishan Zhang,Liang Xu,Zelei Liu	2024	7
2	pFedCE: Personalized Federated Learning Based on Contribution Evaluation Quanhong Li,Xuehui Li,Zelei Liu,Hongxing Qi	2024	1
3	Federated data acquisition market: Architecture and a mean-field based data pricing strategy Jiejun Hu,Martin J. Reed,Kemeng Zhang,Zelei Liu,Juncheng Hu	2024	4
4	Efficient Training of Large-Scale Industrial Fault Diagnostic Models through Federated Opportunistic Block Dropout Yuanyuan Chen,Zichen Chen,Sheng Guo,Yansong Zhao,Zelei Liu,Pengcheng Wu,Chengyi Yang,Zengxiang Li,Han Yu	2023	6
5	CAreFL: Enhancing smart healthcare with Contribution‐Aware Federated Learning Zelei Liu,Yuanyuan Chen,Yansong Zhao,Han Yu,Yang Liu,Renyi Bao,Jinpeng Jiang,Zaiqing Nie,Qian Xu,Qiang Yang	2023	2
6	GTG-Shapley: Efficient and Accurate Participant Contribution Evaluation in Federated Learning Zelei Liu,Yuanyuan Chen,Han Yu,Yang Liu,Lizhen Cui	2022	85
7	Contribution-Aware Federated Learning for Smart Healthcare Zelei Liu,Yuanyuan Chen,Yansong Zhao,Han Yu,Yang Liu,Renyi Bao,Jinpeng Jiang,Zaiqing Nie,Qian Xu,Qiang Yang	2022	47
8	A Fairness-aware Incentive Scheme for Federated Learning Han Yu,Zelei Liu,Yang Liu,Tianjian Chen,Mingshu Cong,Xi Weng,Dusit Niyato,Qiang Yang	2020	142
9	A Multi-player Game for Studying Federated Learning Incentive Schemes Kang Loon Ng,Zichen Chen,Zelei Liu,Han Yu,Yang Liu,Qiang Yang	2020	26
10	A Sustainable Incentive Scheme for Federated Learning Han Yu,Zelei Liu,Yang Liu,Tianjian Chen,Mingshu Cong,Xi Weng,Dusit Niyato,Qiang Yang	2020	83
11	A novel process-based association rule approach through maximal frequent itemsets for big data processing Zelei Liu,Liang Hu,Chunyi Wu,Yan Ding,Quangang Wen,Jia Zhao	2017	4

About Zelei Liu

Zelei Liu is a scholar working on Computer Science Applications, Health Informatics and Artificial Intelligence, having authored 11 papers that have together received 407 indexed citations. Recurring topics across this work include Privacy-Preserving Technologies in Data (9 papers), Mobile Crowdsensing and Crowdsourcing (4 papers), Blockchain Technology Applications and Security (3 papers), Stochastic Gradient Optimization Techniques (2 papers), Traffic Prediction and Management Techniques (1 paper), Machine Learning in Healthcare (1 paper), Artificial Intelligence in Healthcare and Education (1 paper) and Brain Tumor Detection and Classification (1 paper). The work is most often cited by research in Computer Science Applications (122 citations), Artificial Intelligence (373 citations) and Health Informatics (9 citations). Zelei Liu has collaborated with scholars based in China, Singapore and Hong Kong. Frequent co-authors include Han Yu, Qiang Yang, Tianjian Chen, Mingshu Cong, Dusit Niyato, Xi Weng, Yuanyuan Chen, Yang Liu, Yang Liu and Lizhen Cui.

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.

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