Ailin Deng

1.2k total citations · 1 hit paper
12 papers, 721 citations indexed

About

Ailin Deng is a scholar working on Electrical and Electronic Engineering, Computer Vision and Pattern Recognition and Cognitive Neuroscience. According to data from OpenAlex, Ailin Deng has authored 12 papers receiving a total of 721 indexed citations (citations by other indexed papers that have themselves been cited), including 3 papers in Electrical and Electronic Engineering, 2 papers in Computer Vision and Pattern Recognition and 2 papers in Cognitive Neuroscience. Recurrent topics in Ailin Deng's work include Advanced MIMO Systems Optimization (3 papers), Advanced Neuroimaging Techniques and Applications (2 papers) and Advanced Wireless Communication Technologies (2 papers). Ailin Deng is often cited by papers focused on Advanced MIMO Systems Optimization (3 papers), Advanced Neuroimaging Techniques and Applications (2 papers) and Advanced Wireless Communication Technologies (2 papers). Ailin Deng collaborates with scholars based in China, Singapore and United States. Ailin Deng's co-authors include Bryan Hooi, Xueying Hou, Jing Jin, Yühong Huang, Xiaoyun Wang, Xiao Xiao, Guangyi Liu, Fei Wang, Qixing Wang and Yue Hao and has published in prestigious journals such as IEEE Journal on Selected Areas in Communications, Journal of Vision and Frontiers in Aging Neuroscience.

In The Last Decade

Ailin Deng

9 papers receiving 699 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.

Graph Neural Network-Based Anomaly Detection in Multivariate Time Series

2021 658 citations Ailin Deng, Bryan Hooi Proceedings of the AAAI Conference on Artificial Intelligence profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Ailin Deng China	4	537	362	313	132	68	12	721
Bixiong Xu China	4	521 1.0×	240 0.7×	392 1.3×	115 0.9×	72 1.1×	4	771
Congrui Huang China	5	599 1.1×	239 0.7×	403 1.3×	115 0.9×	72 1.1×	8	892
Chenhao Niu China	3	745 1.4×	500 1.4×	464 1.5×	148 1.1×	32 0.5×	7	867
Jie Tong China	7	356 0.7×	240 0.7×	210 0.7×	87 0.7×	50 0.7×	17	548
Defu Cao United States	7	363 0.7×	208 0.6×	220 0.7×	91 0.7×	33 0.5×	12	545
Donghwoon Kwon United States	9	585 1.1×	558 1.5×	273 0.9×	76 0.6×	63 0.9×	15	801
Dae-Ki Cho United States	8	565 1.1×	487 1.3×	199 0.6×	93 0.7×	132 1.9×	11	886
Mohsin Munir Germany	8	448 0.8×	233 0.6×	228 0.7×	99 0.8×	34 0.5×	19	599
Chuadhry Mujeeb Ahmed Singapore	13	408 0.8×	447 1.2×	272 0.9×	387 2.9×	84 1.2×	39	717
Guang Jin China	16	215 0.4×	181 0.5×	103 0.3×	126 1.0×	116 1.7×	78	733

Countries citing papers authored by Ailin Deng

Since Specialization

Citations

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

Fields of papers citing papers by Ailin Deng

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Ailin Deng

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

All Works

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12 of 12 papers shown

1.

Deng, Ailin, et al.. (2025). An ultra energy-saving mechanism based on beacon signals for 6G networks. Digital Communications and Networks. 11(5). 1330–1342.

2.

Deng, Ailin, et al.. (2025). Words or Vision: Do Vision-Language Models Have Blind Faith in Text?. ArXiv.org.

3.

Deng, Ailin, et al.. (2024). Sensory feedback modulates Weber's law of both perception and action. Journal of Vision. 24(13). 10–10.

4.

Deng, Ailin, et al.. (2024). Beacon Signal based Energy-saving Mechanism for 6G Networks. 885–890. 1 indexed citations

5.

Deng, Ailin, et al.. (2023). Factors associated with overdiagnosis of benign pulmonary nodules as malignancy: a retrospective cohort study. BMC Pulmonary Medicine. 23(1). 454–454. 1 indexed citations

6.

Li, Shen, et al.. (2023). Probabilistic Knowledge Distillation of Face Ensembles. 3489–3498. 2 indexed citations

7.

Liao, Chengde, Nan Xu, Ailin Deng, et al.. (2022). Prediction of brain age using quantitative parameters of synthetic magnetic resonance imaging. Frontiers in Aging Neuroscience. 14. 963668–963668. 8 indexed citations

8.

Liao, Chengde, et al.. (2022). Heroin Addiction Induces Axonal Transport Dysfunction in the Brain Detected by In Vivo MRI. Neurotoxicity Research. 40(4). 1070–1085. 6 indexed citations

9.

Deng, Ailin, et al.. (2022). CADET: Calibrated Anomaly Detection for Mitigating Hardness Bias. Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence. 2002–2008. 2 indexed citations

10.

Deng, Ailin & Bryan Hooi. (2021). Graph Neural Network-Based Anomaly Detection in Multivariate Time Series. Proceedings of the AAAI Conference on Artificial Intelligence. 35(5). 4027–4035. 658 indexed citations breakdown →

11.

Liu, Guangyi, Xueying Hou, Jing Jin, et al.. (2017). 3-D-MIMO With Massive Antennas Paves the Way to 5G Enhanced Mobile Broadband: From System Design to Field Trials. IEEE Journal on Selected Areas in Communications. 35(6). 1222–1233. 40 indexed citations

12.

Zhou, Xiangdong, et al.. (2003). Image retrieval by fuzzy clustering of relevance feedback records. I–305. 3 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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