Gelei Deng

911 total citations · 1 hit paper
22 papers, 303 citations indexed

About

Gelei Deng is a scholar working on Artificial Intelligence, Information Systems and Computer Networks and Communications. According to data from OpenAlex, Gelei Deng has authored 22 papers receiving a total of 303 indexed citations (citations by other indexed papers that have themselves been cited), including 14 papers in Artificial Intelligence, 6 papers in Information Systems and 5 papers in Computer Networks and Communications. Recurrent topics in Gelei Deng's work include Adversarial Robustness in Machine Learning (7 papers), Topic Modeling (5 papers) and Advanced Malware Detection Techniques (4 papers). Gelei Deng is often cited by papers focused on Adversarial Robustness in Machine Learning (7 papers), Topic Modeling (5 papers) and Advanced Malware Detection Techniques (4 papers). Gelei Deng collaborates with scholars based in Singapore, China and Australia. Gelei Deng's co-authors include Tianwei Zhang, Yang Liu, Yuekang Li, Kailong Wang, Yi Liu, Yuan Zhou, Ying Zhang, Han Qiu, Yueming Wu and Ruiying Du and has published in prestigious journals such as Information Sciences, IEEE Transactions on Systems Man and Cybernetics Systems and Computers & Security.

In The Last Decade

Gelei Deng

19 papers receiving 285 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.

PonziGuard: Detecting Ponzi Schemes on Ethereum with Contract Runtime Behavior Graph (CRBG)

2024 35 citations Jing Chen, Kun He et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Gelei Deng Singapore	10	137	103	80	61	31	22	303
Peter Schartner Austria	8	158 1.2×	100 1.0×	109 1.4×	98 1.6×	17 0.5×	38	337
Arti Arya India	7	70 0.5×	85 0.8×	52 0.7×	64 1.0×	39 1.3×	58	244
Ernst A. Heinz Switzerland	7	130 0.9×	143 1.4×	65 0.8×	18 0.3×	42 1.4×	21	378
Ahmed Fawzi Otoom Jordan	10	134 1.0×	104 1.0×	107 1.3×	51 0.8×	28 0.9×	32	271
Suryanti Awang Malaysia	11	139 1.0×	85 0.8×	57 0.7×	82 1.3×	10 0.3×	43	347
Giuseppe Petracca United States	9	111 0.8×	128 1.2×	89 1.1×	134 2.2×	8 0.3×	17	251
Christoph Neumann France	10	139 1.0×	77 0.7×	266 3.3×	36 0.6×	14 0.5×	41	444
Huiming Yu United States	10	78 0.6×	166 1.6×	70 0.9×	70 1.1×	26 0.8×	42	281
George Grispos United States	12	70 0.5×	324 3.1×	54 0.7×	235 3.9×	3 0.1×	35	414
Angela Orebaugh United States	10	141 1.0×	122 1.2×	222 2.8×	84 1.4×	13 0.4×	19	358

Countries citing papers authored by Gelei Deng

Since Specialization

Citations

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

Fields of papers citing papers by Gelei Deng

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Gelei Deng

This figure shows the co-authorship network connecting the top 25 collaborators of Gelei Deng. A scholar is included among the top collaborators of Gelei 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 Gelei Deng. Gelei Deng 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

1.

Deng, Gelei, et al.. (2025). IllusionCAPTCHA: A CAPTCHA based on Visual Illusion. DR-NTU (Nanyang Technological University). 3683–3691.

2.

Sun, Weisong, Yuekang Li, Hongyu Zhang, et al.. (2025). Source Code Summarization in the Era of Large Language Models. 1882–1894. 9 indexed citations

3.

Deng, Gelei, Yi Liu, Kailong Wang, et al.. (2024). PANDORA: Jailbreak GPTs by Retrieval Augmented Generation Poisoning. 7 indexed citations

4.

Liu, Yi, Gelei Deng, Ying Zhang, et al.. (2024). Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection. Proceedings of the ACM on software engineering.. 1(FSE). 2075–2097. 2 indexed citations

5.

Liu, Yi, et al.. (2024). Efficient Detection of Toxic Prompts in Large Language Models. 455–467. 1 indexed citations

6.

Li, Yuekang, Yi Liu, Gelei Deng, et al.. (2024). MeTMaP: Metamorphic Testing for Detecting False Vector Matching Problems in LLM Augmented Generation. 12–23. 2 indexed citations

7.

Zhou, Wenbo, Jie Zhang, Aishan Liu, et al.. (2024). GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models. 1196–1210. 3 indexed citations

8.

Chen, Jing, Kun He, Yueming Wu, et al.. (2024). PonziGuard: Detecting Ponzi Schemes on Ethereum with Contract Runtime Behavior Graph (CRBG). 1–12. 35 indexed citations breakdown →

9.

Liu, Yi, Gelei Deng, Zhengzi Xu, et al.. (2024). A Hitchhiker’s Guide to Jailbreaking ChatGPT via Prompt Engineering. VTechWorks (Virginia Tech). 12–21. 41 indexed citations

10.

Xu, Zihao, Yi Liu, Gelei Deng, Yuekang Li, & Stjepan Picek. (2024). A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models. 7432–7449. 9 indexed citations

11.

Deng, Gelei, Yi Liu, Yuekang Li, et al.. (2024). MASTERKEY: Automated Jailbreaking of Large Language Model Chatbots. 39 indexed citations

12.

Wang, Haozhao, et al.. (2024). VisionGuard: Secure and Robust Visual Perception of Autonomous Vehicles in Practice. 1864–1878.

13.

Deng, Gelei, et al.. (2024). PhyScout: Detecting Sensor Spoofing Attacks via Spatio-temporal Consistency. 1879–1893.

14.

Zhou, Yuan, Hesuan Hu, Gelei Deng, et al.. (2023). Distributed Motion Control for Multiple Mobile Robots Using Discrete-Event Systems and Model Predictive Control. IEEE Transactions on Systems Man and Cybernetics Systems. 54(2). 997–1010. 4 indexed citations

15.

Xu, Guowen, Gelei Deng, Tianwei Zhang, et al.. (2023). VerifyML: Obliviously Checking Model Fairness Resilient to Malicious Model Holder. IEEE Transactions on Dependable and Secure Computing. 21(4). 1785–1800. 3 indexed citations

16.

Yuan, Xu, et al.. (2023). SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View. 1082–1100. 12 indexed citations

17.

Liu, Yi, et al.. (2022). Morest. 1406–1417. 30 indexed citations

18.

Mirsky, Yisroel, Ambra Demontis, Gelei Deng, et al.. (2022). The Threat of Offensive AI to Organizations. Computers & Security. 124. 103006–103006. 46 indexed citations

19.

Deng, Gelei, et al.. (2021). Novel denial-of-service attacks against cloud-based multi-robot systems. Information Sciences. 576. 329–344. 26 indexed citations

20.

Deng, Gelei, et al.. (2021). An Investigation of Byzantine Threats in Multi-Robot Systems. 17–32. 17 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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