---
title: "Wengang Zhou — author profile and papers · Machine translation"
description: "Wengang Zhou, University of Science and Technology of China: 3 papers on Elamur Research (2019–2026), h-index 63 — affiliations, topics…"
canonical: "https://research.elamur.ai/free/en/authors/wengang-zhou/"
---
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# Wengang Zhou

Wengang Zhou has 3 papers in our library, in 2019–2026, most of them on [Machine translation](https://md.research.elamur.ai/free/en/topics/machine-translation/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Houqiang Li](https://md.research.elamur.ai/free/en/authors/houqiang-li/), [Jinhua Zhu](https://md.research.elamur.ai/free/en/authors/jinhua-zhu/), [Bin Wang](https://md.research.elamur.ai/free/en/authors/bin-wang/).

3 papers in our library · 2019–2026

[OpenAlex](https://openalex.org/A5046805800) · [ORCID](https://orcid.org/0000-0003-1690-9836) · [Wikidata](https://www.wikidata.org/wiki/Q130804959) · [**h-index 63**](https://openalex.org/authors/A5046805800) · [428 works](https://openalex.org/works?filter=author.id:A5046805800) · [19,494 citations](https://openalex.org/works?filter=author.id:A5046805800&sort=cited_by_count:desc) OpenAlex, 2026-10-14

[📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/wengang-zhou/#papers) · [🔗 Cited 196 times in our library](https://md.research.elamur.ai/free/en/authors/wengang-zhou/cited-by/) · [13 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5928](https://md.research.elamur.ai/free/en/paper-stars/page/60/#star-5928)

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=Wengang+Zhou) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Wengang+Zhou) · [dblp](https://dblp.org/search?q=Wengang+Zhou) · [ACL Anthology](https://aclanthology.org/search/?q=Wengang+Zhou)

## Affiliations

[🎓**University of Science and Technology of China** Hefei · China 2007–2026 · 346 papersEmployment*current*](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) · [🎓**Zhoukou Normal University** Zhoukou · China 2013–2026 · 9 papers*current*](https://ror.org/00jjkh886) · [🎓**Civil Aviation Flight University of China** Luocheng · China 2019–2026 · 5 papers*current*](https://ror.org/01xyb1v19) · [🏢**Anhui Transport Consulting & Design Institute** Hefei · China 2025–2026 · 2 papers*current*](https://ror.org/02h6hms35) · [🎓**Jilin University** Changchun · China 2005–2006 · 14 papers](https://md.research.elamur.ai/free/en/universities/jilin-university/) · [🎓**The University of Texas at San Antonio** San Antonio · United States 2012–2013 · 9 papers](https://md.research.elamur.ai/free/en/universities/the-university-of-texas-at-san-antonio/) · [🔬**Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University** Changchun Shi · China 2005–2006 · 5 papers](https://md.research.elamur.ai/free/en/labs/key-laboratory-of-symbolic-computation-and-knowledge-engineering-of-ministry-of/) · [🎓**Chang'an University** Xi'an · China 2023 · 3 papers](https://ror.org/05mxya461) · [🏛️**National Science Centre** Krakow · Poland 2024 · 2 papers](https://ror.org/03ha2q922) · [🏛️**Chinese Academy of Sciences** Beijing · China 2015–2016 · 2 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/)

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 16 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 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/)

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

## Works by year

### 2020s

[**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/wengang-zhou/year/2026/)

### 2010s

[**2019** 1 paper](https://md.research.elamur.ai/free/en/authors/wengang-zhou/year/2019/)

## Papers

The most cited first (OpenAlex and our library).

1. **[Soft Contextual Data Augmentation for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/gao-2019-soft-contextual-data-augmentation-neural/)** *(2019 · 172 citations)* Data augmentation is routine in computer vision but uncommon in neural machine translation. Simple text perturbations such as swapping, dropping or blanking words often distort meaning. Contextual replacement with language-model samples keeps meaning better, but it covers only a small part of the possible variations…
2. **[Bias Fitting to Mitigate Length Bias of Reward Model in RLHF](https://md.research.elamur.ai/free/en/papers/zhao-2026-bias-fitting-mitigate-length-bias/)** *(2026 · 2 citations)* Reward models used in RLHF often give higher scores to longer answers whether or not those answers are better.
3. **[Exploration-Exploitation Reshaping towards Efficient Reasoning for Large Language Models](https://md.research.elamur.ai/free/en/papers/shi-2026-exploration-exploitation-reshaping-efficient-reasoning/)** *(2026)* Large Reasoning Models often overthink, producing very long chains of thought that waste compute and can introduce errors.

## All works

16 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. **[Uformer: A General U-Shaped Transformer for Image Restoration ↗](https://doi.org/10.1109/cvpr52688.2022.01716) 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**Zhendong Wang et al.*2022 · 2,306 citations*
2. **[Voxel R-CNN: Towards High Performance Voxel-based 3D Object Detection ↗](https://arxiv.org/abs/2012.15712) arXiv:2012.15712 · no summary yet**Jiajun Deng et al.*2020 · 1,028 citations*
3. **[Unsupervised Deep Tracking ↗](https://doi.org/10.1109/cvpr.2019.00140) 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**Ning Wang et al.*2019 · 419 citations*
4. **[TransVG: End-to-End Visual Grounding with Transformers ↗](https://doi.org/10.1109/iccv48922.2021.00179) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Jiajun Deng et al.*2021 · 397 citations*
5. **[DIRE for Diffusion-Generated Image Detection ↗](https://doi.org/10.1109/iccv51070.2023.02051) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Zhendong Wang et al.*2023 · 344 citations*
6. **[Picking Deep Filter Responses for Fine-Grained Image Recognition ↗](https://doi.org/10.1109/cvpr.2016.128) 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**Xiaopeng Zhang et al.*2016 · 327 citations*
7. **[Iterative Alignment Network for Continuous Sign Language Recognition ↗](https://doi.org/10.1109/cvpr.2019.00429) 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**Junfu Pu, Wengang Zhou, Houqiang Li*2019 · 281 citations*
8. **[Relation Distillation Networks for Video Object Detection ↗](https://doi.org/10.1109/iccv.2019.00712) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Jiajun Deng et al.*2019 · 248 citations*
9. **[Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition ↗](https://doi.org/10.1609/aaai.v34i07.7001) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Hao Zhou et al.*2020 · 239 citations*
10. **[Soft Contextual Data Augmentation for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/gao-2019-soft-contextual-data-augmentation-neural/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Fei Gao, Jinhua Zhu, Lijun Wu, et al.*2019 · 172 citations*
11. **[SOM: Semantic obviousness metric for image quality assessment ↗](https://doi.org/10.1109/cvpr.2015.7298853) 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**Peng Zhang et al.*2015 · 112 citations*
12. **[AnchorFormer: Point Cloud Completion from Discriminative Nodes ↗](https://doi.org/10.1109/cvpr52729.2023.01305) 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**Zhikai Chen et al.*2023 · 87 citations*
13. **[Hand-Model-Aware Sign Language Recognition ↗](https://doi.org/10.1609/aaai.v35i2.16247) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Hezhen Hu, Wengang Zhou, Houqiang Li*2021 · 85 citations*
14. **[Attentive Experience Replay ↗](https://doi.org/10.1609/aaai.v34i04.6049) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Peiquan Sun, Wengang Zhou, Houqiang Li*2020 · 50 citations*
15. **[Bias Fitting to Mitigate Length Bias of Reward Model in RLHF](https://md.research.elamur.ai/free/en/papers/zhao-2026-bias-fitting-mitigate-length-bias/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Kangwen Zhao, Jianfeng Cai, Jinhua Zhu, et al.*2026 · 2 citations*
16. **[Exploration-Exploitation Reshaping towards Efficient Reasoning for Large Language Models](https://md.research.elamur.ai/free/en/papers/shi-2026-exploration-exploitation-reshaping-efficient-reasoning/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yufeng Shi, Weilin Luo, Yuxiang Zhang, et al.*2026*

## Co-authors here

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

- [Houqiang Li](https://md.research.elamur.ai/free/en/authors/houqiang-li/) ×2
- [Jinhua Zhu](https://md.research.elamur.ai/free/en/authors/jinhua-zhu/) ×2
- [Bin Wang](https://md.research.elamur.ai/free/en/authors/bin-wang/)
- [Haoyang Liu](https://md.research.elamur.ai/free/en/authors/haoyang-liu/)
- [Jianfeng Cai](https://md.research.elamur.ai/free/en/authors/jianfeng-cai/)
- [Li Li](https://md.research.elamur.ai/free/en/authors/li-li/)
- [Lijun Wu](https://md.research.elamur.ai/free/en/authors/lijun-wu/)
- [Tao Qin](https://md.research.elamur.ai/free/en/authors/tao-qin/)
- [Tie-Yan Liu](https://md.research.elamur.ai/free/en/authors/tie-yan-liu/)
- [Xueqi Cheng](https://md.research.elamur.ai/free/en/authors/xueqi-cheng/)
- [Yingce Xia](https://md.research.elamur.ai/free/en/authors/yingce-xia/)
- [Yuxiang Zhang](https://md.research.elamur.ai/free/en/authors/yuxiang-zhang/)

## 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 ×6
- IEEE/CVF International Conference on Computer Vision (ICCV) ×3
- Proceedings of the AAAI Conference on Artificial Intelligence ×3
- [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2019](https://md.research.elamur.ai/free/en/venues/acl/2019/)
- [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/)

## Cited by

Papers of our library cite their works 196 times (of the 149,439 papers whose bibliographies we read); [7 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/wengang-zhou/cited-by/).

Updated 1 November 2026