Changsheng Xu

27.9k citations
704 papers · 21.0k · 12 hit papers · h-index 72

Impact in

    • Video Surveillance and Tracking Methods
    • Video Analysis and Summarization
    • Advanced Image and Video Retrieval Techniques
    • Human Pose and Action Recognition
    • Multimodal Machine Learning Applications
    • Image Retrieval and Classification Techniques
    • Music and Audio Processing

Papers in

    • Video Analysis and Summarization 169
    • Advanced Image and Video Retrieval Techniques 164
    • Multimodal Machine Learning Applications 140
    • Human Pose and Action Recognition 113
    • Image Retrieval and Classification Techniques 80
    • Video Surveillance and Tracking Methods 62
    • Music and Audio Processing 98

Changsheng Xu

665 papers receiving 20.4k citations

Changsheng Xu's Hit Papers

Inversion-based Style Transfer with Diffusion Models 2023 · 204 citations
2040+3+6Years since publication100200300400500

Peers

Changsheng Xu
Comparison fields: 5 of 195
  • Computer Vision and Pattern Recognition 15.1k
  • Signal Processing 2.8k
  • Artificial Intelligence 5.7k
  • Computer Graphics and Computer-Aided Design 357
  • Media Technology 834
Replace Jie Zhou with:
Jie Zhou China
Jinhui Tang China
Qingming Huang China
Bart van Merriënboer Canada
Dzmitry Bahdanau Canada
Kyunghyun Cho United States
Çağlar Gülçehre Canada
Patrick J. Flynn United States
Holger Schwenk France
Pascal Vincent Canada
Changsheng Xu relative to Jie Zhou China Jie Zhou's profile →
Citations per field
00.5×1.7×
Jie Zhou · 1×
Citations per year

Countries citing papers authored by Changsheng Xu

Since Specialization
Citations

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

Fields of papers citing papers by Changsheng Xu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Changsheng Xu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Changsheng Xu Line = papers co-authored together Changsheng Xu links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 704 papers — load more, or switch the sort, to bring in the rest.

#Work
1
The Visual Object Tracking VOT2016 Challenge Results
Hit paper breakdown →
2016543
2
The Sixth Visual Object Tracking VOT2018 Challenge Results
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2019511
3
Multi-task Correlation Particle Filter for Robust Object Tracking
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2017352
4
Deep Representation Learning With Part Loss for Person Re-Identification
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2019351
5
The Visual Object Tracking VOT2017 Challenge Results
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2017341
6
Dynamic Refinement Network for Oriented and Densely Packed Object Detection
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2020335
7 2019262
8
DR2-Net: Deep Residual Reconstruction Network for image compressive sensing
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2019258
9
StyTr 2 : Image Style Transfer with Transformers
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2022251
10 2012242
11 2018207
12 2012205
13
Inversion-based Style Transfer with Diffusion Models
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2023204
14
DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis
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2022200
15
Hierarchical Multi-modal Contextual Attention Network for Fake News Detection
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2021193
16 2015189
17 2005186
18 2019170
19 2018154
20 2019153

About Changsheng Xu

Changsheng Xu is a scholar working on Computer Vision and Pattern Recognition, Signal Processing, Artificial Intelligence, Information Systems and Statistical and Nonlinear Physics, having authored 704 papers that have together received 21.0k indexed citations. Recurring topics across this work include Video Analysis and Summarization (169 papers), Advanced Image and Video Retrieval Techniques (164 papers), Multimodal Machine Learning Applications (140 papers), Human Pose and Action Recognition (113 papers), Music and Audio Processing (98 papers), Domain Adaptation and Few-Shot Learning (83 papers), Image Retrieval and Classification Techniques (80 papers) and Video Surveillance and Tracking Methods (62 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (15.1k citations), Signal Processing (2.8k citations), Artificial Intelligence (5.7k citations), Computer Graphics and Computer-Aided Design (357 citations) and Media Technology (834 citations). Changsheng Xu has collaborated with scholars based in China, Singapore and United States. Frequent co-authors include Tianzhu Zhang, Junyu Gao, Shengsheng Qian, Quan Fang, Hanqing Lu, Jitao Sang, Xiaoshan Yang, Qi Chuan Tian, Weiming Dong and Hantao Yao. Their work appears in journals such as IEEE Transactions on Multimedia, ACM Transactions on Multimedia Computing Communications and Applications, IEEE Transactions on Image Processing, IEEE Transactions on Circuits and Systems for Video Technology and IEEE Transactions on Pattern Analysis and Machine Intelligence.

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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