Yi Xin

4.0k total citations · 2 hit papers
54 papers, 2.5k citations indexed

About

Yi Xin is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Radiology, Nuclear Medicine and Imaging. According to data from OpenAlex, Yi Xin has authored 54 papers receiving a total of 2.5k indexed citations (citations by other indexed papers that have themselves been cited), including 19 papers in Computer Vision and Pattern Recognition, 14 papers in Artificial Intelligence and 8 papers in Radiology, Nuclear Medicine and Imaging. Recurrent topics in Yi Xin's work include Advanced Neural Network Applications (7 papers), COVID-19 diagnosis using AI (5 papers) and Video Surveillance and Tracking Methods (4 papers). Yi Xin is often cited by papers focused on Advanced Neural Network Applications (7 papers), COVID-19 diagnosis using AI (5 papers) and Video Surveillance and Tracking Methods (4 papers). Yi Xin collaborates with scholars based in China, United States and Canada. Yi Xin's co-authors include Paul Babyn, Ekta Walia, Ran Tao, Yue Wang, Mark Eramian, Scott Adams, Robert D. E. Henderson, Xiao Xiao, Pu Wang and Liangping Li and has published in prestigious journals such as Scientific Reports, IEEE Transactions on Image Processing and Optics Express.

In The Last Decade

Yi Xin

47 papers receiving 2.4k citations

Hit Papers

align trajectories

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.

Generative adversarial network in medical imaging: A review

2019 1.1k citations Yi Xin, Ekta Walia et al. Medical Image Analysis profile →
Development and validation of a deep-learning algorithm for the detection of polyps during colonoscopy

2018 318 citations Yi Xin et al. profile →

Peers

Countries citing papers authored by Yi Xin

Since Specialization

Citations

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

Fields of papers citing papers by Yi Xin

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Yi Xin

This figure shows the co-authorship network connecting the top 25 collaborators of Yi Xin. A scholar is included among the top collaborators of Yi Xin 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 Yi Xin. Yi Xin 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

#	Work	Indexed citations
1	Research on the Curved Lane Detection Method Based on Comprehensive Lane IOU 2025 ·International Journal of Automotive Technology ·Mingheng Zhang, Yi Xin, Juntao Li, Xiaoyu Wang, Baozhen Yao	0
2	Research on parameter selection and optimization of C4.5 algorithm based on algorithm applicability knowledge base 2025 ·Scientific Reports ·Yiyan Zhang, Yi Xin, (unknown)	0
3	Verbalization diversification for relation extraction with long-tailed entity augmentation 2025 ·Neurocomputing ·(unknown), Tianzi Jiang, Yi Xin, (unknown), Linlin Wang, Xiaoling Wang, Liang He	0
4	Multi-source fully test-time adaptation 2024 ·Neural Networks ·Yuntao Du, Siqi Luo, Yi Xin, Mingcai Chen, (unknown), (unknown), (unknown)	0
5	Identification and estimation of dynamic structural models with unobserved choices 2024 ·Journal of Econometrics ·Yingyao Hu, Yi Xin	0
6	MmAP: Multi-Modal Alignment Prompt for Cross-Domain Multi-Task Learning 2024 ·Proceedings of the AAAI Conference on Artificial Intelligence ·Yi Xin, Junlong Du, (unknown), Ke Yan, Shouhong Ding	40
7	A Structural Neural Autopilot Analysis of Social Media Use Around the Pandemic Lockdown 2024 ·SSRN Electronic Journal ·Yi Xin, Lawrence Jin, Jessica Fong, Matthew Shum, Colin Camerer	0
8	Research on eight machine learning algorithms applicability on different characteristics data sets in medical classification tasks 2024 ·Frontiers in Computational Neuroscience ·Yiyan Zhang, (unknown), Yi Xin	4
9	Fine-grained detoxification framework via instance-level prefixes for large language models 2024 ·Neurocomputing ·Yi Xin, Linlin Wang, Xiaoling Wang, Liang He	1
10	Dynamic discrete choice models with incomplete data: Sharp identification 2023 ·Journal of Econometrics ·Yuya Sasaki, Yuya Takahashi, Yi Xin, Yingyao Hu	1
11	Capturing geometric structure change through deformation aware correlation 2023 ·Computer Vision and Image Understanding ·(unknown), Bo Ma, (unknown), Yi Xin	1
12	A neural autopilot theory of habit: Evidence from consumer purchases and social media use 2023 ·Journal of the Experimental Analysis of Behavior ·Colin F. Camerer, Yi Xin, (unknown)	2
13	Unsupervised segmentation and quantification of COVID-19 lesions on computed Tomography scans using CycleGAN 2022 ·Methods ·(unknown), Yi Xin, Sarah E. Gerard, Jacob Herrmann, (unknown), Kevin Martin, Emanuele Rezoagli, Davide Ippolito, (unknown), Ryan Baron, P. Delvecchio, (unknown), Rahim R. Rizi, Giacomo Bellani, Maurizio Cereda	1
14	The defect detection for X-ray images based on a new lightweight semantic segmentation network 2022 ·Mathematical Biosciences & Engineering ·Yi Xin, Peng Chen, Zhen Zhang, Xiao Liang	7
15	Early Screening of Children With Autism Spectrum Disorder Based on Electroencephalogram Signal Feature Selection With L1-Norm Regularization 2021 ·Frontiers in Human Neuroscience ·(unknown), (unknown), Yi Xin, Xin Hu, Lili Liu, Leyuan Liu, (unknown), (unknown)	11
16	Generative adversarial network in medical imaging: A review breakdown → 2019 ·Medical Image Analysis ·Yi Xin, Ekta Walia, Paul Babyn	1094
17	Automatic Catheter and Tube Detection in Pediatric X-ray Images Using a Scale-Recurrent Network and Synthetic Data 2019 ·Journal of Digital Imaging ·Yi Xin, Scott Adams, Paul Babyn, (unknown)	31
18	Sharpness-Aware Low-Dose CT Denoising Using Conditional Generative Adversarial Network 2018 ·Journal of Digital Imaging ·Yi Xin, Paul Babyn	226
19	ECG baseline wander correction by mean-median filter and discrete wavelet transform 2011 ·PubMed ·Weituo Hao, Yu Chen, Yi Xin	32
20	Chirp-modulated visual evoked potential as a generalization of steady state visual evoked potential 2011 ·Journal of Neural Engineering ·Tao Tu, Yi Xin, Xiaorong Gao, Shangkai Gao	8

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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