Shaofeng Cai

559 total citations
23 papers, 249 citations indexed

About

Shaofeng Cai is a scholar working on Artificial Intelligence, Computer Networks and Communications and Information Systems. According to data from OpenAlex, Shaofeng Cai has authored 23 papers receiving a total of 249 indexed citations (citations by other indexed papers that have themselves been cited), including 17 papers in Artificial Intelligence, 7 papers in Computer Networks and Communications and 4 papers in Information Systems. Recurrent topics in Shaofeng Cai's work include Domain Adaptation and Few-Shot Learning (6 papers), Machine Learning and Data Classification (5 papers) and Anomaly Detection Techniques and Applications (4 papers). Shaofeng Cai is often cited by papers focused on Domain Adaptation and Few-Shot Learning (6 papers), Machine Learning and Data Classification (5 papers) and Anomaly Detection Techniques and Applications (4 papers). Shaofeng Cai collaborates with scholars based in China, Singapore and United States. Shaofeng Cai's co-authors include Beng Chin Ooi, Gary Tan, Meihui Zhang, Zhaojing Luo, Wei Wang, Yang Yang, Jinyang Gao, Xiaokui Xiao, Kee Yuan Ngiam and Dumitrel Loghin and has published in prestigious journals such as IEEE Transactions on Knowledge and Data Engineering, Thermochimica Acta and Proceedings of the VLDB Endowment.

In The Last Decade

Shaofeng Cai

18 papers receiving 244 citations

Peers

Shaofeng Cai

AI

CNC

CVPR

EEE

AE

Dharmender Singh Kushwaha India

Mounira Msahli France

Benamar Kadri Algeria

Vankamamidi S. Naresh India

Marie Farrell United Kingdom

Stefan Kugele Germany

Mahshid Helali Moghadam Sweden

Rodrigo Queiroz Canada

Fabio Pardo United Kingdom

María-Cristina Riff Chile

Dharmender Singh Kushwaha India

Shaofeng Cai

112 ×0.9

AI

43 ×0.6

CNC

69 ×1.3

CVPR

18 ×0.4

EEE

26 ×0.7

AE

Citations per year, relative to Shaofeng Cai Shaofeng Cai (= 1×) peers Dharmender Singh Kushwaha

Countries citing papers authored by Shaofeng Cai

Since Specialization

Citations

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

Fields of papers citing papers by Shaofeng Cai

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Shaofeng Cai

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

All Works

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20 of 20 papers shown

1.

Chen, Dan, et al.. (2025). Refined 3D simulation model with temperature compensation for the packaging thermal resistance of power MOSFET. Thermochimica Acta. 753. 180138–180138.

2.

Cai, Shaofeng, et al.. (2025). HAKES : Scalable Vector Database for Embedding Search Service. Proceedings of the VLDB Endowment. 18(9). 3049–3062.

3.

Zhu, Pengcheng, et al.. (2024). Automatic detection of defects in electronic plastic packaging using deep convolutional neural networks. Journal of Real-Time Image Processing. 21(4).

4.

Cai, Shaofeng, et al.. (2024). VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection. 6025–6036. 2 indexed citations

5.

Cai, Shaofeng, et al.. (2024). Do LLMs Understand Visual Anomalies? Uncovering LLM's Capabilities in Zero-shot Anomaly Detection. 48–57. 6 indexed citations

6.

Cai, Shaofeng, et al.. (2024). Powering In-Database Dynamic Model Slicing for Structured Data Analytics. Proceedings of the VLDB Endowment. 17(13). 4813–4826.

7.

Cai, Shaofeng, Gang Chen, Yanyan Shen, et al.. (2024). NeurDB: an AI-powered autonomous data system. Science China Information Sciences. 67(10). 8 indexed citations

8.

Cai, Shaofeng, et al.. (2023). Robust and Transferable Log-based Anomaly Detection. Proceedings of the ACM on Management of Data. 1(1). 1–26. 12 indexed citations

9.

Luo, Zhaojing, et al.. (2023). Regularized Pairwise Relationship based Analytics for Structured Data. Proceedings of the ACM on Management of Data. 1(1). 1–27. 6 indexed citations

10.

Zhu, Jiaqi, Shaofeng Cai, Fang Deng, Beng Chin Ooi, & Wenqiao Zhang. (2023). METER: A Dynamic Concept Adaptation Framework for Online Anomaly Detection. Proceedings of the VLDB Endowment. 17(4). 794–807. 8 indexed citations

11.

Zheng, Kaiping, Shaofeng Cai, Horng‐Ruey Chua, et al.. (2022). DyHealth. Proceedings of the VLDB Endowment. 15(12). 3445–3458. 7 indexed citations

12.

Cai, Shaofeng, et al.. (2021). Dynamic Routing Networks. 3587–3596. 22 indexed citations

13.

Cai, Shaofeng, et al.. (2021). GraphTCN: Spatio-Temporal Interaction Modeling for Human Trajectory Prediction. National University of Singapore. 3449–3458. 40 indexed citations

14.

Luo, Zhaojing, Shaofeng Cai, Can Cui, Beng Chin Ooi, & Yang Yang. (2021). Adaptive Knowledge Driven Regularization for Deep Neural Networks. Proceedings of the AAAI Conference on Artificial Intelligence. 35(10). 8810–8818. 10 indexed citations

15.

Loghin, Dumitrel, Shaofeng Cai, Gang Chen, et al.. (2020). The Disruptions of 5G on Data-Driven Technologies and Applications. IEEE Transactions on Knowledge and Data Engineering. 32(6). 1179–1198. 67 indexed citations

16.

Luo, Zhaojing, Shaofeng Cai, Gang Chen, et al.. (2019). Improving Data Analytics with Fast and Adaptive Regularization. IEEE Transactions on Knowledge and Data Engineering. 33(2). 551–568. 11 indexed citations

17.

Cai, Shaofeng, Gang Chen, Beng Chin Ooi, & Jinyang Gao. (2019). Model slicing for supporting complex analytics with elastic inference cost and resource constraints. Proceedings of the VLDB Endowment. 13(2). 86–99. 13 indexed citations

18.

Cai, Shaofeng, et al.. (2019). ISBNet: Instance-aware Selective Branching Networks. 1 indexed citations

19.

Cai, Shaofeng, et al.. (2018). A Dynamic Prefix XML Encoding Scheme Based on Fraction. 60. 93–97.

20.

Luo, Zhaojing, Shaofeng Cai, Jinyang Gao, et al.. (2018). Adaptive Lightweight Regularization Tool for Complex Analytics. 485–496. 11 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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