---
title: "Xiaochun Cao — author profile and papers — Elamur Research"
description: "Xiaochun Cao, Sun Yat-sen University: 3 papers on Elamur Research (2024–2026), h-index 71 — affiliations, topics, co-authors and who…"
canonical: "https://research.elamur.ai/free/en/authors/xiaochun-cao/"
---
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# Xiaochun Cao

Xiaochun Cao has 3 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Peng Chen](https://md.research.elamur.ai/free/en/authors/peng-chen/), [Wenqiang Wang](https://md.research.elamur.ai/free/en/authors/wenqiang-wang/), [Yan Xiao](https://md.research.elamur.ai/free/en/authors/yan-xiao/).

3 papers in our library · 2024–2026

[OpenAlex](https://openalex.org/A5068837264) · [ORCID](https://orcid.org/0000-0001-7141-708X) · [Wikidata](https://www.wikidata.org/wiki/Q130803749) · [**h-index 71**](https://openalex.org/authors/A5068837264) · [592 works](https://openalex.org/works?filter=author.id:A5068837264) · [27,537 citations](https://openalex.org/works?filter=author.id:A5068837264&sort=cited_by_count:desc) OpenAlex, 2026-10-14

[📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/xiaochun-cao/#papers) · [🔗 Cited 132 times in our library](https://md.research.elamur.ai/free/en/authors/xiaochun-cao/cited-by/) · [15 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #8309](https://md.research.elamur.ai/free/en/paper-stars/page/84/#star-8309)

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Xiaochun+Cao) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xiaochun+Cao) · [dblp](https://dblp.org/search?q=Xiaochun+Cao) · [ACL Anthology](https://aclanthology.org/search/?q=Xiaochun+Cao)

## Affiliations

[🎓**Sun Yat-sen University** Guangzhou · China 2021–2026 · 223 papersEmployment since 2021*current*](https://md.research.elamur.ai/free/en/universities/sun-yat-sen-university/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2012–2024 · 208 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🔬**Institute of Information Engineering** Beijing · China 2012–2023 · 182 papers](https://md.research.elamur.ai/free/en/labs/institute-of-information-engineering/) · [🔬**State Key Laboratory of Information Security** Beijing 2012–2023 · 122 papers](https://ror.org/012cr4033) · [🎓**Tianjin University** Tianjin · China 2008–2016 · 67 papers](https://md.research.elamur.ai/free/en/universities/tianjin-university/) · [🎓**University of Chinese Academy of Sciences** Beijing · China 2017–2024 · 62 papers](https://md.research.elamur.ai/free/en/universities/university-of-chinese-academy-of-sciences/) · [🔬**Peng Cheng Laboratory** Shenzhen · China 2019–2025 · 32 papers](https://md.research.elamur.ai/free/en/labs/peng-cheng-laboratory/) · [🎓**University of Central Florida** Orlando · United States 2003–2006 · 22 papersEducation 2003–2006 · Ph.D., Computer Science](https://md.research.elamur.ai/free/en/universities/university-of-central-florida/) · [🎓**Shanxi University** Taiyuan · China 2018–2021 · 6 papers](https://md.research.elamur.ai/free/en/universities/shanxi-university/) · [🏢**ObjectVideo** Reston · United States 2006–2009 · 6 papers](https://ror.org/01mcgws81)

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 17 more institutions on single bylines are not listed.

## Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/)

🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 3 works](https://md.research.elamur.ai/free/en/topics/language-models/)

## Works by year

### 2020s

[**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/xiaochun-cao/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/xiaochun-cao/year/2024/)

## Papers

The most cited first (OpenAlex and our library).

1. **[Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities](https://md.research.elamur.ai/free/en/papers/yang-2024-model-merging-llms-mllms-methods/)** *(2024 · 79 citations)* Model merging combines the weights of several already-trained expert networks into one model, usually needing neither the source training data nor costly retraining.
2. **[Incomplete In-context Learning](https://md.research.elamur.ai/free/en/papers/wang-2026-incomplete-context-learning/)** *(2026 · 2 citations)* Standard in-context learning assumes that the retrieval pool has demonstrations for every output label. This paper drops that assumption. It studies cases where some classes have no labeled examples, for instance because the database is outdated, classes are highly imbalanced, or annotation follows a…
3. **[Task-Related In-Context Learning](https://md.research.elamur.ai/free/en/papers/wang-2026-task-related-context-learning/)** *(2026)* Conventional in-context learning (ICL) presumes that the retrieval pool and the test set use the same label inventory.

## All works

18 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

1. **[Diversity-induced Multi-view Subspace Clustering ↗](https://doi.org/10.1109/cvpr.2015.7298657) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Xiaochun Cao et al.*2015 · 770 citations*
2. **[Latent Multi-view Subspace Clustering ↗](https://doi.org/10.1109/cvpr.2017.461) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Changqing Zhang et al.*2017 · 562 citations*
3. **[Image Deblurring via Extreme Channels Prior ↗](https://doi.org/10.1109/cvpr.2017.738) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Yanyang Yan et al.*2017 · 366 citations*
4. **[Single Image Deraining: A Comprehensive Benchmark Analysis ↗](https://doi.org/10.1109/cvpr.2019.00396) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Siyuan Li et al.*2019 · 344 citations*
5. **[ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples ↗](https://doi.org/10.1109/cvpr.2019.00624) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Xiaojun Jia et al.*2019 · 319 citations*
6. **[Focal Network for Image Restoration ↗](https://doi.org/10.1109/iccv51070.2023.01195) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Yuning Cui et al.*2023 · 282 citations*
7. **[Logit Standardization in Knowledge Distillation ↗](https://doi.org/10.1109/cvpr52733.2024.01489) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Shangquan Sun et al.*2024 · 268 citations*
8. **[Image Restoration via Frequency Selection ↗](https://doi.org/10.1109/tpami.2023.3330416) IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yet**Yuning Cui et al.*2023 · 260 citations*
9. **[Transferable Adversarial Attacks for Image and Video Object Detection ↗](https://doi.org/10.24963/ijcai.2019/134) International Joint Conference on Artificial Intelligence · no summary yet**Xingxing Wei et al.*2019 · 210 citations*
10. **[Semantic Community Identification in Large Attribute Networks ↗](https://doi.org/10.1609/aaai.v30i1.9977) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Xiao Wang et al.*2016 · 199 citations*
11. **[Dual Quaternion Knowledge Graph Embeddings ↗](https://doi.org/10.1609/aaai.v35i8.16850) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Zongsheng Cao et al.*2021 · 179 citations*
12. **[Structural Correlation Filter for Robust Visual Tracking ↗](https://doi.org/10.1109/cvpr.2016.467) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Si Liu et al.*2016 · 167 citations*
13. **[SketchNet: Sketch Classification with Web Images ↗](https://doi.org/10.1109/cvpr.2016.125) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Hua Zhang et al.*2016 · 151 citations*
14. **[Matching-CNN meets KNN: Quasi-parametric human parsing ↗](https://doi.org/10.1109/cvpr.2015.7298748) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Si Liu et al.*2015 · 136 citations*
15. [**Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities arXiv:2408.07666**Enneng Yang, Li Shen, Guibing Guo, et al.*2024 · 79 citations*](https://md.research.elamur.ai/free/en/papers/yang-2024-model-merging-llms-mllms-methods/)
16. **[Lightweight Image Super-Resolution with Superpixel Token Interaction ↗](https://doi.org/10.1109/iccv51070.2023.01169) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Aiping Zhang et al.*2023 · 73 citations*
17. **[Incomplete In-context Learning](https://md.research.elamur.ai/free/en/papers/wang-2026-incomplete-context-learning/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Wenqiang Wang, Wen Yujia, Yan Xiao, et al.*2026 · 2 citations*
18. **[Task-Related In-Context Learning](https://md.research.elamur.ai/free/en/papers/wang-2026-task-related-context-learning/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Wenqiang Wang, Peng Chen, Yan Xiao, et al.*2026*

## Co-authors here

12 co-authors with a page, the most papers together first.

- [Peng Chen](https://md.research.elamur.ai/free/en/authors/peng-chen/) ×2
- [Wenqiang Wang](https://md.research.elamur.ai/free/en/authors/wenqiang-wang/) ×2
- [Yan Xiao](https://md.research.elamur.ai/free/en/authors/yan-xiao/) ×2
- [Yangshijie Zhang](https://md.research.elamur.ai/free/en/authors/yangshijie-zhang/) ×2
- [Dacheng Tao](https://md.research.elamur.ai/free/en/authors/dacheng-tao/)
- [Enneng Yang](https://md.research.elamur.ai/free/en/authors/enneng-yang/)
- [Guibing Guo](https://md.research.elamur.ai/free/en/authors/guibing-guo/)
- [Jie Zhang](https://md.research.elamur.ai/free/en/authors/jie-zhang/)
- [Li Shen](https://md.research.elamur.ai/free/en/authors/li-shen/)
- [Xiaoyue Lu](https://md.research.elamur.ai/free/en/authors/xiaoyue-lu/)
- [Xingwei Wang](https://md.research.elamur.ai/free/en/authors/xingwei-wang/)
- [Zhifeng Chen](https://md.research.elamur.ai/free/en/authors/zhifeng-chen/)

## Venues

Where their works here were published, the most works first, with the editions of those that have a page.

- IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×9
- IEEE/CVF International Conference on Computer Vision (ICCV) ×2
- Proceedings of the AAAI Conference on Artificial Intelligence ×2
- [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/)
- [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/)
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- International Joint Conference on Artificial Intelligence

## Cited by

Papers of our library cite their works 132 times (of the 149,439 papers whose bibliographies we read); [21 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/xiaochun-cao/cited-by/).

Updated 2 November 2026