Zhixiang Xu

1.3k total citations · 1 hit paper
30 papers, 693 citations indexed

About

Zhixiang Xu is a scholar working on Artificial Intelligence, Aerospace Engineering and Environmental Engineering. According to data from OpenAlex, Zhixiang Xu has authored 30 papers receiving a total of 693 indexed citations (citations by other indexed papers that have themselves been cited), including 9 papers in Artificial Intelligence, 7 papers in Aerospace Engineering and 5 papers in Environmental Engineering. Recurrent topics in Zhixiang Xu's work include Synthetic Aperture Radar (SAR) Applications and Techniques (6 papers), Machine Learning and Data Classification (5 papers) and Smart Grid Energy Management (4 papers). Zhixiang Xu is often cited by papers focused on Synthetic Aperture Radar (SAR) Applications and Techniques (6 papers), Machine Learning and Data Classification (5 papers) and Smart Grid Energy Management (4 papers). Zhixiang Xu collaborates with scholars based in China, United States and Hong Kong. Zhixiang Xu's co-authors include Kilian Q. Weinberger, Minmin Chen, Fei Sha, Gao Huang, Matt J. Kusner, Alice X. Zheng, Olivier Chapelle, Yixin Chen, Feifeng Liu and Wenlin Chen and has published in prestigious journals such as IEEE Transactions on Geoscience and Remote Sensing, Remote Sensing and Journal of Machine Learning Research.

In The Last Decade

Zhixiang Xu

28 papers receiving 671 citations

Hit Papers

Marginalized Denoising Autoencoders for Domain Adaptation 2012 2026 2016 2021 2012 100 200 300
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. Marginalized Denoising Autoencoders for Domain Adaptation
    2012 344 citations Minmin Chen, Zhixiang Xu et al. arXiv (Cornell University) profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Zhixiang Xu China 10 457 245 52 51 49 30 693
Joshua Ainslie United States 8 497 1.1× 212 0.9× 62 1.2× 55 1.1× 58 1.2× 15 776
Chao-Kai Chiang United States 4 325 0.7× 190 0.8× 48 0.9× 47 0.9× 49 1.0× 6 564
Dara Bahri United States 9 344 0.8× 207 0.8× 62 1.2× 49 1.0× 63 1.3× 15 629
Jianpeng Cheng United Kingdom 9 612 1.3× 247 1.0× 88 1.7× 46 0.9× 64 1.3× 15 881
Misha Denil United Kingdom 8 460 1.0× 329 1.3× 56 1.1× 35 0.7× 30 0.6× 13 731
Guang-Tong Zhou China 8 320 0.7× 173 0.7× 46 0.9× 62 1.2× 62 1.3× 16 538
Yuguang Yan China 16 506 1.1× 290 1.2× 51 1.0× 36 0.7× 37 0.8× 38 718

Countries citing papers authored by Zhixiang Xu

Since Specialization
Citations

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

Fields of papers citing papers by Zhixiang Xu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Zhixiang Xu

This figure shows the co-authorship network connecting the top 25 collaborators of Zhixiang Xu. A scholar is included among the top collaborators of Zhixiang 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 Zhixiang Xu. Zhixiang 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.
Li, Yuanhao, et al.. (2025). Interferometric Phase Noise Reduction Based on Adaptive Edge Detection and Temporal Area Filtering for GNSS-Based InBSAR. IEEE Geoscience and Remote Sensing Letters. 22. 1–5. 1 indexed citations
2.
Liu, Feifeng, et al.. (2025). An Adaptive-Segmentation-Oriented Multiband Synthesis Fast Imaging Algorithm for GNSS-InBSAR System. IEEE Transactions on Geoscience and Remote Sensing. 63. 1–15. 2 indexed citations
3.
Liu, Feifeng, et al.. (2024). Evaluation of the deformation measurement efficacy of GNSS-based InBSAR in vegetated areas: trials initiation. IET conference proceedings.. 2023(47). 2806–2811.
4.
Liu, Feifeng, et al.. (2024). An Adaptive Fake Permanent Scatterer Removal Algorithm Based on Direct Signal Reconstruction of Multiparameter Estimation for GNSS-InBSAR. IEEE Geoscience and Remote Sensing Letters. 21. 1–5. 5 indexed citations
5.
Liu, Feifeng, et al.. (2024). High-Coherence Oriented Image Formation Algorithm Based on Adaptive Elevation Ramp Fitting for GNSS-Based InBSAR Systems. IEEE Transactions on Geoscience and Remote Sensing. 62. 1–14. 7 indexed citations
6.
7.
Xu, Zhixiang, et al.. (2020). Optimal pricing strategy of power‐retailing companies considering demand response in block bidding markets. IET Generation Transmission & Distribution. 14(9). 1641–1652. 8 indexed citations
8.
Xu, Zhixiang, et al.. (2019). PM2.5 Prediction Model Based on ABC-BP. 140–143. 1 indexed citations
9.
10.
11.
Yan, Gangfeng, et al.. (2017). Solutions for PLC intelligent industrial-control network based on TTE. 41. 7287–7290. 3 indexed citations
12.
Xu, Zhixiang, et al.. (2016). Experimental research of vehicle-platoon coordination control based on TORCS platform. 4. 7404–7409. 1 indexed citations
13.
Chen, Minmin, Kilian Q. Weinberger, Zhixiang Xu, & Fei Sha. (2015). Marginalizing stacked linear denoising autoencoders. Journal of Machine Learning Research. 16(1). 3849–3875. 25 indexed citations
14.
Xu, Zhixiang, Matt J. Kusner, Kilian Q. Weinberger, Minmin Chen, & Olivier Chapelle. (2014). Classifier cascades and trees for minimizing feature evaluation cost. Journal of Machine Learning Research. 15(1). 2113–2144. 40 indexed citations
15.
Xu, Zhixiang, Gao Huang, Kilian Q. Weinberger, & Alice X. Zheng. (2014). Gradient boosted feature selection. 522–531. 100 indexed citations
16.
Thomas, Dennis, Alejandro Heredia‐Langner, Zhixiang Xu, et al.. (2014). Physicochemical signatures of nanoparticle-dependent complement activation. PubMed. 7(1). 15003–15003. 10 indexed citations
17.
Xu, Zhixiang. (2014). Supervised Machine Learning Under Test-Time Resource Constraints: A Trade-off Between Accuracy and Cost. Open Scholarship Institutional Repository (Washington University in St. Louis). 1 indexed citations
18.
Xu, Zhixiang, Matt J. Kusner, Gao Huang, & Kilian Q. Weinberger. (2013). Anytime Representation Learning. PolyPublie (École Polytechnique de Montréal). 1076–1084. 6 indexed citations
19.
Chen, Minmin, Zhixiang Xu, Kilian Q. Weinberger, & Fei Sha. (2012). Marginalized Denoising Autoencoders for Domain Adaptation. arXiv (Cornell University). 1627–1634. 344 indexed citations breakdown →
20.
Xu, Zhixiang, et al.. (2006). FEATURE BASED IMAGE MATCHING ALGORITHM FOR CLOSE-RANGE IMAGERY. 31(4). 40–42. 1 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.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Joshua Ainslie Breakdown of academic impact, for papers by Chao-Kai Chiang Breakdown of academic impact, for papers by Dara Bahri Breakdown of academic impact, for papers by Jianpeng Cheng Breakdown of academic impact, for papers by Misha Denil Breakdown of academic impact, for papers by Guang-Tong Zhou Breakdown of academic impact, for papers by Yuguang Yan
Rankless by CCL
2026