Xingyu Xie

1.1k total citations · 2 hit papers
40 papers, 684 citations indexed

About

Xingyu Xie is a scholar working on Computer Vision and Pattern Recognition, Computational Mechanics and Artificial Intelligence. According to data from OpenAlex, Xingyu Xie has authored 40 papers receiving a total of 684 indexed citations (citations by other indexed papers that have themselves been cited), including 17 papers in Computer Vision and Pattern Recognition, 10 papers in Computational Mechanics and 10 papers in Artificial Intelligence. Recurrent topics in Xingyu Xie's work include Face and Expression Recognition (6 papers), Sparse and Compressive Sensing Techniques (5 papers) and 3D Shape Modeling and Analysis (5 papers). Xingyu Xie is often cited by papers focused on Face and Expression Recognition (6 papers), Sparse and Compressive Sensing Techniques (5 papers) and 3D Shape Modeling and Analysis (5 papers). Xingyu Xie collaborates with scholars based in China, Singapore and United States. Xingyu Xie's co-authors include Zhouchen Lin, Jun Wang, Mingqiang Wei, Pan Zhou, Shuicheng Yan, Guangcan Liu, Jianlong Wu, Hongbin Zha, Liqiang Nie and Huan Li and has published in prestigious journals such as Journal of the American Statistical Association, Journal of Applied Physics and IEEE Transactions on Pattern Analysis and Machine Intelligence.

In The Last Decade

Xingyu Xie

36 papers receiving 669 citations

Hit Papers

Adan: Adaptive Nesterov Momentum Algorithm for Faster Opt... 2024 2026 2025 2024 2024 10 20 30 40 50
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. Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
    2024 57 citations Xingyu Xie, Pan Zhou et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
  2. Towards Understanding Convergence and Generalization of AdamW
    2024 54 citations Pan Zhou, Xingyu Xie et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Xingyu Xie China 13 349 255 160 102 90 40 684
Arsenii Ashukha Russia 4 520 1.5× 52 0.2× 181 1.1× 93 0.9× 6 0.1× 6 694
Xiaolong Fan China 15 222 0.6× 150 0.6× 133 0.8× 15 0.1× 2 0.0× 31 564
Haggai Maron Israel 7 441 1.3× 280 1.1× 122 0.8× 183 1.8× 16 670
Aladine Chetouani France 16 448 1.3× 135 0.5× 39 0.2× 63 0.6× 89 741
Luca Cosmo Italy 12 335 1.0× 223 0.9× 91 0.6× 100 1.0× 40 558
Georges‐Pierre Bonneau France 14 305 0.9× 313 1.2× 46 0.3× 284 2.8× 1 0.0× 38 642
Jan Eric Lenssen Germany 9 204 0.6× 119 0.5× 116 0.7× 51 0.5× 23 403
Jiahui Zhang China 12 598 1.7× 61 0.2× 102 0.6× 57 0.6× 37 786
Hsin-Ying Lee United States 14 751 2.2× 106 0.4× 209 1.3× 138 1.4× 23 968

Countries citing papers authored by Xingyu Xie

Since Specialization
Citations

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

Fields of papers citing papers by Xingyu Xie

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Xingyu Xie

This figure shows the co-authorship network connecting the top 25 collaborators of Xingyu Xie. A scholar is included among the top collaborators of Xingyu Xie 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 Xingyu Xie. Xingyu Xie 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.
Xie, Xingyu, et al.. (2025). On the Algorithmic Bias of Aligning Large Language Models with RLHF: Preference Collapse and Matching Regularization. Journal of the American Statistical Association. 120(552). 2154–2164. 2 indexed citations
2.
3.
Xie, Xingyu, et al.. (2025). Relationship between uric acid and depression in American adults: findings from NHANES, 2005-2020. Frontiers in Psychiatry. 16. 1544266–1544266.
4.
5.
Fang, Huagao, et al.. (2024). Enhancing mechanical performance of boronic ester based vitrimers via intermolecular boron–nitrogen coordination. Polymer. 311. 127587–127587. 3 indexed citations
6.
Xie, Xingyu, Pan Zhou, Huan Li, Zhouchen Lin, & Shuicheng Yan. (2024). Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models. IEEE Transactions on Pattern Analysis and Machine Intelligence. 46(12). 9508–9520. 57 indexed citations breakdown →
7.
Xie, Xingyu, Jianlong Wu, Guangcan Liu, & Zhouchen Lin. (2024). SSCNet: learning-based subspace clustering. 2(1). 2 indexed citations
8.
Li, Dong, et al.. (2023). Convolutional Feature Descriptor Selection for Mammogram Classification. IEEE Journal of Biomedical and Health Informatics. 27(3). 1467–1476. 11 indexed citations
9.
Xie, Xingyu, et al.. (2023). Configurations, electronic and magnetic properties of small-sized iron clusters on the graphdiyne surface. Physics Letters A. 482. 129045–129045. 1 indexed citations
10.
Xie, Xingyu, et al.. (2022). Optimization Induced Equilibrium Networks: An Explicit Optimization Perspective for Understanding Equilibrium Models. IEEE Transactions on Pattern Analysis and Machine Intelligence. 45(3). 3604–3616. 11 indexed citations
11.
Xie, Xingyu, et al.. (2021). Prob-CLR: A probabilistic approach to learn discriminative representation. Knowledge-Based Systems. 229. 107329–107329. 1 indexed citations
12.
Wu, Jianlong, Xingyu Xie, Liqiang Nie, Zhouchen Lin, & Hongbin Zha. (2020). Unified Graph and Low-Rank Tensor Learning for Multi-View Clustering. Proceedings of the AAAI Conference on Artificial Intelligence. 34(4). 6388–6395. 85 indexed citations
13.
Chen, Honghua, et al.. (2019). Multi-Patch Collaborative Point Cloud Denoising via Low-Rank Recovery with Graph Constraint. IEEE Transactions on Visualization and Computer Graphics. 26(11). 3255–3270. 57 indexed citations
14.
Xie, Xingyu, et al.. (2019). Robust Low-rank subspace segmentation with finite mixture noise. Pattern Recognition. 93. 55–67. 11 indexed citations
15.
Wei, Mingqiang, Jin Huang, Xingyu Xie, et al.. (2018). Mesh Denoising Guided by Patch Normal Co-Filtering via Kernel Low-Rank Recovery. IEEE Transactions on Visualization and Computer Graphics. 25(10). 2910–2926. 56 indexed citations
16.
Zou, Zhiqiang, He Xu, Xingyu Xie, & Qunying Huang. (2018). Enhancing the Impression on Cities: Mining Relations of Attractions with Geo-Tagged Photos. 11. 1718–1724. 2 indexed citations
17.
Xie, Xingyu, et al.. (2017). Implicit Block Diagonal Low-Rank Representation. IEEE Transactions on Image Processing. 27(1). 477–489. 72 indexed citations
18.
Xie, Qian, et al.. (2017). Data‐Driven Sparse Priors of 3D Shapes. Computer Graphics Forum. 36(7). 63–72. 7 indexed citations
19.
Wang, Jun, et al.. (2016). Automatic Modeling of Urban Facades from Raw LiDAR Point Data. Computer Graphics Forum. 35(7). 269–278. 12 indexed citations
20.
Xie, Xingyu, Jan-Ulrich Thiele, Roland Steiner, & P. Oelhafen. (1994). Preparation and characterization of conducting plasma polymers of tetracyanoquinodimethane (TCNQ) with quinoline. Synthetic Metals. 63(3). 221–224. 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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