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Wengang Zhou

Wengang Zhou has 3 papers in our library, in 2019–2026, most of them on Machine translation, Language models & pretraining, Reasoning; often with Houqiang Li, Jinhua Zhu, Bin Wang.

3 papers in our library · 2019–2026

OpenAlex · ORCID · Wikidata · h-index 63 · 428 works · 19,494 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 196 times in our library · 13 more in our library without a page yet · ⭐ Paper Stars ranking: #5928

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

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓University of Science and Technology of ChinaHefei · China2007–2026 · 346 papersEmploymentcurrent🎓Zhoukou Normal UniversityZhoukou · China2013–2026 · 9 paperscurrent🎓Civil Aviation Flight University of ChinaLuocheng · China2019–2026 · 5 paperscurrent🏢Anhui Transport Consulting & Design InstituteHefei · China2025–2026 · 2 paperscurrent🎓Jilin UniversityChangchun · China2005–2006 · 14 papers🎓The University of Texas at San AntonioSan Antonio · United States2012–2013 · 9 papers🔬Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin UniversityChangchun Shi · China2005–2006 · 5 papers🎓Chang'an UniversityXi'an · China2023 · 3 papers🏛️National Science CentreKrakow · Poland2024 · 2 papers🏛️Chinese Academy of SciencesBeijing · China2015–2016 · 2 papers

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 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 works

🧭 Topics 3Research subjects and languages the work is about.Machine translation · 1 workLanguage models & pretraining · 1 workReasoning · 1 work

 Works by year

2020s

20262 papers

2010s

20191 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Soft Contextual Data Augmentation for Neural Machine Translation (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 (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 (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 ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZhendong Wang et al.2022 · 2,306 citations
  2. Voxel R-CNN: Towards High Performance Voxel-based 3D Object Detection ↗arXiv:2012.15712 · no summary yetJiajun Deng et al.2020 · 1,028 citations
  3. Unsupervised Deep Tracking ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetNing Wang et al.2019 · 419 citations
  4. TransVG: End-to-End Visual Grounding with Transformers ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetJiajun Deng et al.2021 · 397 citations
  5. DIRE for Diffusion-Generated Image Detection ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetZhendong Wang et al.2023 · 344 citations
  6. Picking Deep Filter Responses for Fine-Grained Image Recognition ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXiaopeng Zhang et al.2016 · 327 citations
  7. Iterative Alignment Network for Continuous Sign Language Recognition ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJunfu Pu, Wengang Zhou, Houqiang Li2019 · 281 citations
  8. Relation Distillation Networks for Video Object Detection ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetJiajun Deng et al.2019 · 248 citations
  9. Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetHao Zhou et al.2020 · 239 citations
  10. Soft Contextual Data Augmentation for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Fei Gao, Jinhua Zhu, Lijun Wu, et al.2019 · 172 citations
  11. SOM: Semantic obviousness metric for image quality assessment ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetPeng Zhang et al.2015 · 112 citations
  12. AnchorFormer: Point Cloud Completion from Discriminative Nodes ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZhikai Chen et al.2023 · 87 citations
  13. Hand-Model-Aware Sign Language Recognition ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetHezhen Hu, Wengang Zhou, Houqiang Li2021 · 85 citations
  14. Attentive Experience Replay ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetPeiquan Sun, Wengang Zhou, Houqiang Li2020 · 50 citations
  15. Bias Fitting to Mitigate Length Bias of Reward Model in RLHFAnnual Meeting of the Association for Computational Linguistics (ACL)Kangwen Zhao, Jianfeng Cai, Jinhua Zhu, et al.2026 · 2 citations
  16. Exploration-Exploitation Reshaping towards Efficient Reasoning for Large Language ModelsFindings of the Association for Computational LinguisticsYufeng Shi, Weilin Luo, Yuxiang Zhang, et al.2026

 Co-authors here

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

Venues

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

 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 →.

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