Depeng Xu

1.7k total citations · 1 hit paper
37 papers, 1.0k citations indexed

About

Depeng Xu is a scholar working on Artificial Intelligence, Safety Research and Computer Networks and Communications. According to data from OpenAlex, Depeng Xu has authored 37 papers receiving a total of 1.0k indexed citations (citations by other indexed papers that have themselves been cited), including 19 papers in Artificial Intelligence, 6 papers in Safety Research and 5 papers in Computer Networks and Communications. Recurrent topics in Depeng Xu's work include Ethics and Social Impacts of AI (6 papers), Anomaly Detection Techniques and Applications (6 papers) and Network Security and Intrusion Detection (5 papers). Depeng Xu is often cited by papers focused on Ethics and Social Impacts of AI (6 papers), Anomaly Detection Techniques and Applications (6 papers) and Network Security and Intrusion Detection (5 papers). Depeng Xu collaborates with scholars based in United States, China and United Kingdom. Depeng Xu's co-authors include Xintao Wu, Shuhan Yuan, Lu Zhang, Xiangzhen Li, Linwei Wu, Jizhong Zhou, Qiaoyan Lin, Yigang Hu, Yunfeng Yang and Shiping Wang and has published in prestigious journals such as Global Change Biology, Journal of Medicinal Chemistry and The ISME Journal.

In The Last Decade

Depeng Xu

34 papers receiving 992 citations

Hit Papers

FairGAN: Fairness-aware Generative Adversarial Networks 2018 2026 2020 2023 2018 50 100 150
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. FairGAN: Fairness-aware Generative Adversarial Networks
    2018 175 citations Depeng Xu, Shuhan Yuan et al. profile →

Peers

Depeng Xu
Snigdhansu Chatterjee United States
Yunyun Dong China
Aldo Lipani United Kingdom
Guo China
Yuanyuan Sun China
Tingting Ren China
Yueming Hu China
Yuan Tang China
Jie Liang China
Snigdhansu Chatterjee United States
Depeng Xu
Citations per year, relative to Depeng Xu Depeng Xu (= 1×) peers Snigdhansu Chatterjee

Countries citing papers authored by Depeng Xu

Since Specialization
Citations

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

Fields of papers citing papers by Depeng Xu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Depeng Xu

This figure shows the co-authorship network connecting the top 25 collaborators of Depeng Xu. A scholar is included among the top collaborators of Depeng Xu 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 Depeng Xu. Depeng Xu 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.
Han, Xiao, Depeng Xu, Shuhan Yuan, & Xintao Wu. (2025). Few-shot anomaly detection and classification through reinforced data selection with a combinatorial reward. Knowledge and Information Systems. 67(12). 11675–11700.
2.
Banks, George C., et al.. (2025). How to Reduce Bias in the Life Cycle of a Data Science Project. Journal of Business and Psychology. 40(6). 1253–1273. 1 indexed citations
3.
Xu, Depeng, et al.. (2025). SE Perspective on LLMs: Biases in Code Generation, Code Interpretability, and Code Security Risks. ACM Computing Surveys. 58(5). 1–16.
4.
Carr, Thomas H., Depeng Xu, & Aidong Lu. (2024). A Review of Privacy and Utility in Skeleton-based Data in Virtual Reality Metaverses. 198–205.
5.
Cheng, He, Depeng Xu, & Shuhan Yuan. (2023). Explainable Sequential Anomaly Detection via Prototypes. 1–8. 2 indexed citations
6.
Carr, Thomas H., Aidong Lu, & Depeng Xu. (2023). Linkage Attack on Skeleton-based Motion Visualization. 3758–3762. 3 indexed citations
7.
Zhang, Lu, et al.. (2022). Generating Textual Adversaries with Minimal Perturbation. 4599–4606. 1 indexed citations
8.
Han, Xiao, Depeng Xu, Shuhan Yuan, & Xintao Wu. (2022). Few-shot Anomaly Detection and Classification Through Reinforced Data Selection. 963–968. 1 indexed citations
9.
Xu, Depeng, Wei Du, & Xintao Wu. (2021). Removing Disparate Impact on Model Accuracy in Differentially Private Stochastic Gradient Descent. 1924–1932. 17 indexed citations
10.
Ma, Yufei, et al.. (2020). iHPPVis: Interactive Visual Analysis of Industrial data in Heavy Plate Production. IFAC-PapersOnLine. 53(2). 12050–12055. 4 indexed citations
11.
Qi, Suwen, et al.. (2019). A Sperm Cell Tracking Recognition and Classification Method. 163–167. 10 indexed citations
12.
Xu, Depeng, Shuhan Yuan, & Xintao Wu. (2019). Achieving Differential Privacy and Fairness in Logistic Regression. 594–599. 38 indexed citations
13.
Wang, Xingye, et al.. (2018). The influence of porcine epidemic diarrhea virus on pig small intestine mucosal epithelial cell function. Archives of Virology. 164(1). 83–90. 21 indexed citations
14.
Xu, Depeng, Shuhan Yuan, Lu Zhang, & Xintao Wu. (2018). FairGAN: Fairness-aware Generative Adversarial Networks. 570–575. 175 indexed citations breakdown →
15.
Xu, Depeng, Shuhan Yuan, & Xintao Wu. (2017). Differential Privacy Preserving Causal Graph Discovery. Journal of the Arkansas Academy of Science. 60–71. 7 indexed citations
16.
Qi, Suwen, Depeng Xu, Qiaoliang Li, et al.. (2017). Metabonomics screening of serum identifies pyroglutamate as a diagnostic biomarker for nonalcoholic steatohepatitis. Clinica Chimica Acta. 473. 89–95. 40 indexed citations
17.
Li, Qiaoliang, Guangyao Yang, Zhewei Chen, et al.. (2017). Colorectal polyp segmentation using a fully convolutional neural network. 1–5. 58 indexed citations
18.
19.
Gao, Ying, Shiping Wang, Depeng Xu, et al.. (2014). GeoChip as a metagenomics tool to analyze the microbial gene diversity along an elevation gradient. Genomics Data. 2. 132–134. 4 indexed citations
20.
Zhou, Wen, et al.. (1997). The Plasma Concentrations of Lidocaine After Slow Versus Rapid Administration of an Initial Dose of Epidural Anesthesia. Anesthesia & Analgesia. 84(3). 570–573. 7 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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