Yiheng Xu

1.3k total citations · 1 hit paper
10 papers, 560 citations indexed

About

Yiheng Xu is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Control and Systems Engineering. According to data from OpenAlex, Yiheng Xu has authored 10 papers receiving a total of 560 indexed citations (citations by other indexed papers that have themselves been cited), including 6 papers in Computer Vision and Pattern Recognition, 5 papers in Artificial Intelligence and 1 paper in Control and Systems Engineering. Recurrent topics in Yiheng Xu's work include Handwritten Text Recognition Techniques (5 papers), Multimodal Machine Learning Applications (3 papers) and Natural Language Processing Techniques (3 papers). Yiheng Xu is often cited by papers focused on Handwritten Text Recognition Techniques (5 papers), Multimodal Machine Learning Applications (3 papers) and Natural Language Processing Techniques (3 papers). Yiheng Xu collaborates with scholars based in China and United States. Yiheng Xu's co-authors include Furu Wei, Tengchao Lv, Cha Zhang, Lei Cui, Yongji Wu, Defu Lian, Enhong Chen, Le Wu, Guoxin Wang and Dinei Florêncio and has published in prestigious journals such as Science and Technology of Welding & Joining, Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) and Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.

In The Last Decade

Yiheng Xu

9 papers receiving 533 citations

Hit Papers

align trajectories sort by overperformance

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.

LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding

2021 194 citations Yang Xu, Yiheng Xu et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Yiheng Xu China	8	323	285	85	42	33	10	560
Jinpeng Wang China	17	457 1.4×	502 1.8×	65 0.8×	8 0.2×	33 1.0×	58	810
Yanpeng Qu China	13	109 0.3×	248 0.9×	72 0.8×	15 0.4×	18 0.5×	49	388
Huanrui Yang United States	13	232 0.7×	277 1.0×	21 0.2×	7 0.2×	24 0.7×	31	599
Jin Yu China	10	74 0.2×	268 0.9×	38 0.4×	15 0.4×	69 2.1×	24	412
Xinyue Wang China	12	80 0.2×	212 0.7×	61 0.7×	14 0.3×	30 0.9×	60	379
Wolfram Schiffmann Germany	8	61 0.2×	173 0.6×	55 0.6×	16 0.4×	29 0.9×	40	340
Anand Madhavan India	3	173 0.5×	214 0.8×	23 0.3×	8 0.2×	36 1.1×	8	439
Denis Yarats Israel	8	353 1.1×	622 2.2×	35 0.4×	5 0.1×	71 2.2×	9	778
Hongbin Yu China	8	121 0.4×	162 0.6×	45 0.5×	12 0.3×	56 1.7×	24	351

Countries citing papers authored by Yiheng Xu

Since Specialization

Citations

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

Fields of papers citing papers by Yiheng Xu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Yiheng Xu

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

All Works

Sort: Min cites: Since: Top N: Style:

10 of 10 papers shown

Cao, Ruisheng, Xiaochuan Li, Yitao Liu, et al.. (2024). OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments. 52040–52094. 1 indexed citations

Xu, Yiheng. (2023). Analysis of the Current Status of UAV Power Sources. Academic Journal of Science and Technology. 8(3). 47–51. 1 indexed citations

Li, Junlong, Yiheng Xu, Tengchao Lv, et al.. (2022). DiT: Self-supervised Pre-training for Document Image Transformer. Proceedings of the 30th ACM International Conference on Multimedia. 3530–3539. 64 indexed citations

Xu, Yiheng, Tengchao Lv, Lei Cui, et al.. (2022). XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding. Findings of the Association for Computational Linguistics: ACL 2022. 3214–3224. 31 indexed citations

Xu, Yiheng, et al.. (2022). MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 6078–6087. 10 indexed citations

Xu, Yiheng, et al.. (2021). LayoutReader: Pre-training of Text and Layout for Reading Order Detection. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. 4735–4744. 29 indexed citations

Xu, Yang, Yiheng Xu, Tengchao Lv, et al.. (2021). LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding. 2579–2591. 194 indexed citations breakdown →

Li, Minghao, Yiheng Xu, Lei Cui, et al.. (2020). DocBank: A Benchmark Dataset for Document Layout Analysis. 949–960. 82 indexed citations

Wu, Yongji, Defu Lian, Yiheng Xu, Le Wu, & Enhong Chen. (2020). Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection. Proceedings of the AAAI Conference on Artificial Intelligence. 34(1). 1054–1061. 108 indexed citations

10.

Lv, Shuang, et al.. (2012). Investigation on TIG arc welding–brazing of Ti/Al dissimilar alloys with Al based fillers. Science and Technology of Welding & Joining. 17(7). 519–524. 40 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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