Giang Nguyen

1.8k total citations · 1 hit paper
54 papers, 1.1k citations indexed

About

Giang Nguyen is a scholar working on Artificial Intelligence, Computer Networks and Communications and Information Systems. According to data from OpenAlex, Giang Nguyen has authored 54 papers receiving a total of 1.1k indexed citations (citations by other indexed papers that have themselves been cited), including 24 papers in Artificial Intelligence, 20 papers in Computer Networks and Communications and 11 papers in Information Systems. Recurrent topics in Giang Nguyen's work include Cloud Computing and Resource Management (7 papers), Network Security and Intrusion Detection (6 papers) and Distributed and Parallel Computing Systems (6 papers). Giang Nguyen is often cited by papers focused on Cloud Computing and Resource Management (7 papers), Network Security and Intrusion Detection (6 papers) and Distributed and Parallel Computing Systems (6 papers). Giang Nguyen collaborates with scholars based in Slovakia, Vietnam and Spain. Giang Nguyen's co-authors include Binh Minh Nguyen, Viet Tran, Štefan Dlugolinský, Álvaro López García, Ladislav Hluchý, Ignacio Heredia, Peter Malík, Martin Bobák, Nguyen Van Thieu and Van Tong and has published in prestigious journals such as BMJ, Inorganic Chemistry and IEEE Access.

In The Last Decade

Giang Nguyen

49 papers receiving 1.0k citations

Hit Papers

Machine Learning and Deep Learning frameworks and librari... 2019 2026 2021 2023 2019 100 200 300 400 500
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.

  1. Machine Learning and Deep Learning frameworks and libraries for large-scale data mining: a survey
    2019 516 citations Giang Nguyen, Štefan Dlugolinský et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Giang Nguyen Slovakia 15 399 280 193 136 111 54 1.1k
Mayank Agarwal India 20 322 0.8× 274 1.0× 122 0.6× 132 1.0× 137 1.2× 118 1.2k
Ladislav Hluchý Slovakia 12 389 1.0× 297 1.1× 274 1.4× 103 0.8× 58 0.5× 165 1.2k
Jenq‐Haur Wang Taiwan 17 670 1.7× 144 0.5× 237 1.2× 112 0.8× 272 2.5× 75 1.2k
Qilong Han China 19 546 1.4× 272 1.0× 261 1.4× 93 0.7× 178 1.6× 114 1.2k
Nazri Mohd Nawi Malaysia 18 510 1.3× 180 0.6× 244 1.3× 80 0.6× 142 1.3× 104 1.3k
Khushnood Abbas China 9 471 1.2× 283 1.0× 142 0.7× 149 1.1× 150 1.4× 21 1.4k
Zhiyong Yu China 17 402 1.0× 361 1.3× 363 1.9× 151 1.1× 249 2.2× 118 1.6k
Noseong Park South Korea 17 525 1.3× 307 1.1× 288 1.5× 186 1.4× 119 1.1× 84 1.1k
Yuqiang Chen China 12 362 0.9× 170 0.6× 119 0.6× 67 0.5× 133 1.2× 56 1.1k
Liang Hong China 19 537 1.3× 221 0.8× 186 1.0× 278 2.0× 148 1.3× 132 1.3k

Countries citing papers authored by Giang Nguyen

Since Specialization
Citations

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

Fields of papers citing papers by Giang Nguyen

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Giang Nguyen

This figure shows the co-authorship network connecting the top 25 collaborators of Giang Nguyen. A scholar is included among the top collaborators of Giang Nguyen 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 Giang Nguyen. Giang Nguyen is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Nguyen, Giang, et al.. (2025). Democratizing eye-tracking? Appearance-based gaze estimation with improved attention branch. Engineering Applications of Artificial Intelligence. 149. 110494–110494. 1 indexed citations
2.
Bình, Nguyễn Thanh, et al.. (2025). Decentralized guaranteed cost control of fractional-order linear interconnected systems with time-varying delays. Journal of Industrial and Management Optimization. 21(6). 4349–4365.
3.
Nguyen, Khanh T., et al.. (2025). Titania: From a waste solid catalyst to an inorganic pigment. The Canadian Journal of Chemical Engineering. 103(9). 4250–4259.
4.
Heredia, Ignacio, et al.. (2024). Making Federated Learning Accessible to Scientists: The AI4EOSC Approach. UCrea (University of Cantabria). 253–264. 2 indexed citations
5.
Nguyen, Giang, Štefan Dlugolinský, Viet Tran, & Álvaro López García. (2024). Network security AIOps for online stream data monitoring. Neural Computing and Applications. 36(24). 14925–14949. 4 indexed citations
6.
Nguyen, Giang, et al.. (2024). Secure Federated Learning for Multi-Party Network Monitoring. IEEE Access. 12. 163262–163284. 2 indexed citations
7.
Nguyen, Giang, et al.. (2024). Optimal Differential Privacy for Deep Learning Model Training. Procedia Computer Science. 246. 2419–2428. 1 indexed citations
8.
Pham, Phuong, et al.. (2023). PP4AV: A benchmarking Dataset for Privacy-preserving Autonomous Driving. 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). 1206–1215. 6 indexed citations
9.
10.
Nguyen, Giang, et al.. (2023). Federated Learning with Differential Privacy on Personal Opinions: A Privacy-Preserving Approach. Procedia Computer Science. 225. 543–552. 3 indexed citations
11.
Nguyen, Giang, et al.. (2023). Cognitive abilities and visual complexity impact first impressions in five-second testing. Behaviour and Information Technology. 43(13). 3209–3236. 6 indexed citations
12.
Nguyen, Binh Minh, et al.. (2022). An Improved Sea Lion Optimization for Workload Elasticity Prediction with Neural Networks. International Journal of Computational Intelligence Systems. 15(1). 10 indexed citations
13.
Nguyen, Giang, et al.. (2021). A comparative study of operational engineering for environmental and compute-intensive applications. Array. 12. 100096–100096. 4 indexed citations
14.
Thieu, Nguyen Van, et al.. (2020). A New Workload Prediction Model Using Extreme Learning Machine and Enhanced Tug of War optimization. Procedia Computer Science. 170. 362–369. 28 indexed citations
15.
Thieu, Nguyen Van, Giang Nguyen, & Binh Minh Nguyen. (2020). EO-CNN: An Enhanced CNN Model Trained by Equilibrium Optimization for Traffic Transportation Prediction. Procedia Computer Science. 176. 800–809. 54 indexed citations
16.
Miller, Michael, T. G. Graff, Andrew F. J. Abercromby, et al.. (2019). Scientific Physical and Operations Characterization (SPOC) - Capturing Terrestrial Fieldwork in Context. Lunar and Planetary Science Conference. 2120. 1 indexed citations
17.
Nguyen, Giang, et al.. (2016). Integrated System for Hydraulic Simulations. Computing and Informatics / Computers and Artificial Intelligence. 34(5). 1065–1088. 4 indexed citations
18.
Hluchý, Ladislav, et al.. (2016). Effective Computation Resilience in High Performance and Distributed Environments. Computing and Informatics / Computers and Artificial Intelligence. 35(6). 1386–1415. 8 indexed citations
19.
Tran, Viet, et al.. (2016). Problem solving environment for water-supply systems. 31. 1–4.
20.
Nguyen, Giang. (2011). Token Gazetteer and Character Gazetteer for Named Entity Recognition. 1 indexed citations

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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