Haifeng Chen

5.0k total citations · 2 hit papers
97 papers, 2.9k citations indexed

About

Haifeng Chen is a scholar working on Computer Networks and Communications, Artificial Intelligence and Information Systems. According to data from OpenAlex, Haifeng Chen has authored 97 papers receiving a total of 2.9k indexed citations (citations by other indexed papers that have themselves been cited), including 52 papers in Computer Networks and Communications, 52 papers in Artificial Intelligence and 20 papers in Information Systems. Recurrent topics in Haifeng Chen's work include Anomaly Detection Techniques and Applications (31 papers), Software System Performance and Reliability (31 papers) and Network Security and Intrusion Detection (28 papers). Haifeng Chen is often cited by papers focused on Anomaly Detection Techniques and Applications (31 papers), Software System Performance and Reliability (31 papers) and Network Security and Intrusion Detection (28 papers). Haifeng Chen collaborates with scholars based in United States, China and South Korea. Haifeng Chen's co-authors include Wei Cheng, Guofei Jiang, Kenji Yoshihira, Bo Zong, Cristian Lumezanu, Song Qi, Dae-Ki Cho, Martin Renqiang Min, Jingchao Ni and Wei Wang and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Journal of Cleaner Production and IEEE Transactions on Neural Networks and Learning Systems.

In The Last Decade

Haifeng Chen

94 papers receiving 2.8k citations

Hit Papers

Deep Autoencoding Gaussian Mixture Model for Unsupervised... 2018 2026 2020 2023 2018 2019 200 400 600
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. Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection
    2018 628 citations Bo Zong, Wei Cheng et al. profile →
  2. A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data
    2019 482 citations Chuxu Zhang, Dongjin Song et al. Proceedings of the AAAI Conference on Artificial Intelligence profile →

Peers

Haifeng Chen
Bryan Hooi Singapore
Bo Zong United States
B. John Oommen Canada
Xiaofei Xu China
Dafang Zhang China
Wei Cheng United States
Mohammad Reza Meybodi Iran
Ricard Gavaldà Spain
Dan Pei China
Abdun Naser Mahmood Australia
Bryan Hooi Singapore
Haifeng Chen
Citations per year, relative to Haifeng Chen Haifeng Chen (= 1×) peers Bryan Hooi

Countries citing papers authored by Haifeng Chen

Since Specialization
Citations

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

Fields of papers citing papers by Haifeng Chen

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Haifeng Chen

This figure shows the co-authorship network connecting the top 25 collaborators of Haifeng Chen. A scholar is included among the top collaborators of Haifeng Chen 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 Haifeng Chen. Haifeng Chen 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.
2.
He, Lang, Junnan Zhao, Fengyan Wang, et al.. (2025). LMVD: A large-scale multimodal vlog dataset for depression detection in the wild. Information Fusion. 126. 103632–103632. 2 indexed citations
3.
Yang, Xianjun, Liangming Pan, Haifeng Chen, et al.. (2024). A Survey on Detection of LLMs-Generated Content. 9786–9805. 7 indexed citations
4.
Luo, Dongsheng, Tianxiang Zhao, Wei Cheng, et al.. (2024). Towards Inductive and Efficient Explanations for Graph Neural Networks. IEEE Transactions on Pattern Analysis and Machine Intelligence. 46(8). 5245–5259. 6 indexed citations
5.
Li, Yufei, et al.. (2023). Uncertainty-Aware Bootstrap Learning for Joint Extraction on Distantly-Supervised Data. 1349–1358. 2 indexed citations
6.
Chen, Haifeng, et al.. (2023). Dynamic simulation and analysis of the phosgene recovery process using absorption under different control scheme. Journal of Cleaner Production. 426. 139142–139142. 3 indexed citations
7.
Liu, Yanchi, et al.. (2022). Multi-Faceted Knowledge-Driven Pre-Training for Product Representation Learning. IEEE Transactions on Knowledge and Data Engineering. 1–12. 4 indexed citations
8.
Gui, Jiaping, Li Ding, Zhengzhang Chen, et al.. (2020). APTrace: A Responsive System for Agile Enterprise Level Causality Analysis. 1701–1712. 7 indexed citations
9.
Zhang, Chuxu, Dongjin Song, Yuncong Chen, et al.. (2019). A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data. Proceedings of the AAAI Conference on Artificial Intelligence. 33(1). 1409–1416. 482 indexed citations breakdown →
10.
Luo, Chen, Zhengzhang Chen, Lu‐An Tang, et al.. (2018). TINET. 1890–1899. 12 indexed citations
11.
Ni, Jingchao, Wei Cheng, Kai Zhang, et al.. (2017). Ranking Causal Anomalies by Modeling Local Propagations on Networked Systems. 1003–1008. 5 indexed citations
12.
Chen, Haifeng, et al.. (2015). A Quality Control Engine for Complex Physical Systems. 529–536.
13.
Chen, Haifeng, Hui Kang, Guofei Jiang, & Yueping Zhang. (2013). Network-aware coordination of virtual machine migrations in enterprise data centers and clouds. Integrated Network Management. 888–891. 4 indexed citations
14.
Gupta, Manish, Abhishek Sharma, Haifeng Chen, & Guofei Jiang. (2013). Context-Aware Time Series Anomaly Detection for Complex Systems. 24 indexed citations
15.
Zhang, Hui, et al.. (2011). Untangling mixed information to calibrate resource utilization in virtual machines. 151–160. 14 indexed citations
16.
Chen, Haifeng, et al.. (2010). Invariants Based Failure Diagnosis in Distributed Computing Systems. 160–166. 14 indexed citations
17.
Li, Gang, et al.. (2009). SEMG-based Upper Trapezius-specific Emotional Assessment System; Design and Implementation. Journal of Biomedical Engineering Research. 30(5). 362–372. 1 indexed citations
18.
Saboori, Anooshiravan, Guofei Jiang, & Haifeng Chen. (2008). Autotuning Configurations in Distributed Systems for Performance Improvements Using Evolutionary Strategies. 769–776. 26 indexed citations
19.
Zhang, Hui, et al.. (2008). Understanding internet video sharing site workload. 1097–1098. 3 indexed citations
20.
Jiang, Guofei, Haifeng Chen, & Kenji Yoshihira. (2006). Discovering Likely Invariants of Distributed Transaction Systems for Autonomic System Management. 199–208. 71 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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