Xiaofei Ma

802 total citations
32 papers, 393 citations indexed

About

Xiaofei Ma is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Cognitive Neuroscience. According to data from OpenAlex, Xiaofei Ma has authored 32 papers receiving a total of 393 indexed citations (citations by other indexed papers that have themselves been cited), including 19 papers in Artificial Intelligence, 7 papers in Computer Vision and Pattern Recognition and 4 papers in Cognitive Neuroscience. Recurrent topics in Xiaofei Ma's work include Topic Modeling (11 papers), Natural Language Processing Techniques (8 papers) and Multimodal Machine Learning Applications (5 papers). Xiaofei Ma is often cited by papers focused on Topic Modeling (11 papers), Natural Language Processing Techniques (8 papers) and Multimodal Machine Learning Applications (5 papers). Xiaofei Ma collaborates with scholars based in China, United States and Germany. Xiaofei Ma's co-authors include Ramesh Nallapati, Bing Xiang, Zhiguo Wang, Patrick Ng, Xinbao Ning, Peng Xu, Cícero Nogueira dos Santos, Zhiheng Huang, Siddhartha Jain and Jun Wang and has published in prestigious journals such as PLoS ONE, Physica A Statistical Mechanics and its Applications and Frontiers in Oncology.

In The Last Decade

Xiaofei Ma

28 papers receiving 366 citations

Peers

Xiaofei Ma
Jungo Kasai United States
Ahmed Omar Egypt
Xiaoxiao Shi United States
S. Chitrakala India
Karl Jenkins United Kingdom
Raphael Tang Canada
Erdenebileg Batbaatar South Korea
Mansur Alp Toçoğlu Türkiye
Hengyi Cai China
Ashish Ranjan India
Jungo Kasai United States
Xiaofei Ma
Citations per year, relative to Xiaofei Ma Xiaofei Ma (= 1×) peers Jungo Kasai

Countries citing papers authored by Xiaofei Ma

Since Specialization
Citations

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

Fields of papers citing papers by Xiaofei Ma

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Xiaofei Ma

This figure shows the co-authorship network connecting the top 25 collaborators of Xiaofei Ma. A scholar is included among the top collaborators of Xiaofei Ma 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 Xiaofei Ma. Xiaofei Ma 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.
Rahman, Shanto, et al.. (2025). UTFix: Change Aware Unit Test Repairing using LLM. Proceedings of the ACM on Programming Languages. 9(OOPSLA1). 143–168.
3.
Li, Ruipeng, et al.. (2025). DeepGlioSeg: advanced glioma MRI data segmentation with integrated local-global representation architecture. Frontiers in Oncology. 15. 1449911–1449911. 1 indexed citations
4.
Jain, Siddhartha, et al.. (2024). Code-Aware Prompting: A Study of Coverage-Guided Test Generation in Regression Setting using LLM. Proceedings of the ACM on software engineering.. 1(FSE). 951–971. 32 indexed citations
5.
Ma, Xiaofei, et al.. (2023). SWING: Balancing Coverage and Faithfulness for Dialogue Summarization. 512–525. 5 indexed citations
6.
Yadav, Prateek, Qing Sun, Xiaopeng Li, et al.. (2023). Exploring Continual Learning for Code Generation Models. 782–792. 7 indexed citations
7.
Yang, Chenghao, Fan Yin, He He, et al.. (2023). Efficient Shapley Values Estimation by Amortization for Text Classification. 8666–8680. 2 indexed citations
8.
Zhang, Dejiao, Yang Li, Ming Tan, et al.. (2023). Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation. 11067–11083. 3 indexed citations
9.
Ye, Jianming, et al.. (2023). Non‐invasive prediction of overall survival time for glioblastoma multiforme patients based on multimodal MRI radiomics. International Journal of Imaging Systems and Technology. 33(4). 1261–1274. 10 indexed citations
10.
Zhang, Dejiao, Xiao Wei, Henghui Zhu, Xiaofei Ma, & Andrew Arnold. (2022). Virtual Augmentation Supported Contrastive Learning of Sentence Representations. Findings of the Association for Computational Linguistics: ACL 2022. 864–876. 13 indexed citations
11.
Chen, Chen, et al.. (2022). Comprehensive performance evaluation of intrusion detection model based on radar chart method. 12. 44–47. 2 indexed citations
12.
Ma, Xiaofei, Cícero Nogueira dos Santos, & Andrew O. Arnold. (2021). Contrastive Fine-tuning Improves Robustness for Neural Rankers. 10 indexed citations
13.
Santos, Cícero Nogueira dos, Xiaofei Ma, Ramesh Nallapati, Zhiheng Huang, & Bing Xiang. (2020). Beyond [CLS] through Ranking by Generation. 1722–1727. 23 indexed citations
14.
Ma, Xiaofei, Peng Xu, Zhiguo Wang, Ramesh Nallapati, & Bing Xiang. (2019). Domain Adaptation with BERT-based Domain Classification and Data Selection. 76–83. 54 indexed citations
15.
Wang, Zhiguo, Patrick Ng, Xiaofei Ma, Ramesh Nallapati, & Bing Xiang. (2019). Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering. 5877–5881. 127 indexed citations
16.
Ma, Xiaofei, Yi Feng, Yi Qu, & Yu Yang. (2018). Attribute Selection Method based on Objective Data and Subjective Preferences in MCDM. International Journal of Computers Communications & Control. 13(3). 391–407. 2 indexed citations
17.
Ma, Xiaofei, Xiaolin Huang, Yun Ge, et al.. (2016). Brain Connectivity Variation Topography Associated with Working Memory. PLoS ONE. 11(12). e0165168–e0165168. 8 indexed citations
18.
Ma, Xiaofei, et al.. (2012). A Novel Key Management Scheme for Wireless Sensor Networks. 2. 198–203. 2 indexed citations
19.
Ma, Xiaofei, et al.. (2006). Estimation of ApEn for short-term HFECG based on multi-resolution analysis. Physica A Statistical Mechanics and its Applications. 376. 401–408. 6 indexed citations
20.
Li, Jin, Xinbao Ning, Wei Wu, & Xiaofei Ma. (2005). Detecting dynamical complexity changes in time series using the base-scale entropy. Chinese Physics. 14(12). 2428–2432. 13 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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