--- title: "Changqing Zhang · Tianjin University — author profile and papers" description: "Changqing Zhang, Tianjin University: 2 papers on Elamur Research (2023–2025), h-index 49 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/changqing-zhang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/changqing-zhang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Changqing Zhang # Changqing Zhang Changqing Zhang has 2 papers in our library, in 2023–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Peilin Zhao](https://md.research.elamur.ai/free/en/authors/peilin-zhao/), [Yatao Bian](https://md.research.elamur.ai/free/en/authors/yatao-bian/), [Bingzhe Wu](https://md.research.elamur.ai/free/en/authors/bingzhe-wu/). 2 papers in our library · 2023–2025 [OpenAlex](https://openalex.org/A5100604573) · [ORCID](https://orcid.org/0000-0003-1410-6650) · [**h-index 49**](https://openalex.org/authors/A5100604573) · [156 works](https://openalex.org/works?filter=author.id:A5100604573) · [10,733 citations](https://openalex.org/works?filter=author.id:A5100604573&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/changqing-zhang/#papers) · [🔗 Cited 84 times in our library](https://md.research.elamur.ai/free/en/authors/changqing-zhang/cited-by/) · [11 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #8526](https://md.research.elamur.ai/free/en/paper-stars/page/86/#star-8526) 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=Changqing+Zhang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Changqing+Zhang) · [dblp](https://dblp.org/search?q=Changqing+Zhang) · [ACL Anthology](https://aclanthology.org/search/?q=Changqing+Zhang) ## Affiliations [🎓**Tianjin University** Tianjin · China 2014–2026 · 113 papersEmployment*current*](https://md.research.elamur.ai/free/en/universities/tianjin-university/) · [🎓**University of North Carolina at Chapel Hill** Chapel Hill · United States 2018–2024 · 5 papers](https://md.research.elamur.ai/free/en/universities/university-of-north-carolina-at-chapel-hill/) · [🎓**Jilin University** Changchun · China 2024–2025 · 3 papers](https://md.research.elamur.ai/free/en/universities/jilin-university/) · [🔬**State Key Laboratory of Supramolecular Structure and Materials** Changchun 2024–2025 · 3 papers](https://ror.org/02xf8rf51) · [🎓**Xinyang Agriculture and Forestry University** Xinyang · China 2015–2023 · 2 papers](https://ror.org/017t6fa07) · [🎓**National University of Defense Technology** Changsha · China 2018–2021 · 2 papers](https://md.research.elamur.ai/free/en/universities/national-university-of-defense-technology/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 18 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 · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 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 3 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/changqing-zhang/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/changqing-zhang/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Fairness-guided Few-shot Prompting for Large Language Models](https://md.research.elamur.ai/free/en/papers/ma-2023-fairness-guided-few-shot-prompting/)** *(2023 · 64 citations)* In-context learning in large language models is unstable: accuracy can change sharply depending on which few-shot demonstrations are chosen and how they are ordered. 2. **[Right Question is Already Half the Answer: Fully Unsupervised LLM Reasoning Incentivization](https://md.research.elamur.ai/free/en/papers/zhang-2025-right-question-already-half-answer/)** *(2025 · 31 citations)* Standard pipelines for training reasoning LLMs depend on costly supervision such as annotated reasoning traces, verified reference answers or a separately trained reward model. ## All works 13 works of theirs in our library, the most cited first; 2 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. **[Exclusivity-Consistency Regularized Multi-view Subspace Clustering ↗](https://doi.org/10.1109/cvpr.2017.8) 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**Xiaobo Wang et al.*2017 · 282 citations* 4. **[AE2-Nets: Autoencoder in Autoencoder Networks ↗](https://doi.org/10.1109/cvpr.2019.00268) 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, Yeqing Liu, Huazhu Fu*2019 · 238 citations* 5. **[Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification ↗](https://doi.org/10.1109/cvpr52688.2022.02005) 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**Zongbo Han et al.*2022 · 190 citations* 6. **[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* 7. **[Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering ↗](https://doi.org/10.1109/iccv.2019.00826) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Ruihuang Li et al.*2019 · 141 citations* 8. **[Flexible Multi-View Representation Learning for Subspace Clustering ↗](https://doi.org/10.24963/ijcai.2019/404) International Joint Conference on Artificial Intelligence · no summary yet**Ruihuang Li et al.*2019 · 133 citations* 9. **[Multi-View Information-Bottleneck Representation Learning ↗](https://doi.org/10.1609/aaai.v35i11.17210) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Zhibin Wan et al.*2021 · 97 citations* 10. **[Facial Emotion Distribution Learning by Exploiting Low-Rank Label Correlations Locally ↗](https://doi.org/10.1109/cvpr.2019.01007) 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**Xiuyi Jia et al.*2019 · 93 citations* 11. **[Coupled Dictionary Learning for Unsupervised Feature Selection ↗](https://doi.org/10.1609/aaai.v30i1.10239) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Pengfei Zhu et al.*2016 · 69 citations* 12. [**Fairness-guided Few-shot Prompting for Large Language Models arXiv:2303.13217**Huan Ma, Changqing Zhang, Yatao Bian, et al.*2023 · 64 citations*](https://md.research.elamur.ai/free/en/papers/ma-2023-fairness-guided-few-shot-prompting/) 13. **[Right Question is Already Half the Answer: Fully Unsupervised LLM Reasoning Incentivization](https://md.research.elamur.ai/free/en/papers/zhang-2025-right-question-already-half-answer/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Qingyang Zhang, Haitao Wu, Changqing Zhang, et al.*2025 · 31 citations* ## Co-authors here 5 co-authors with a page, the most papers together first. - [Peilin Zhao](https://md.research.elamur.ai/free/en/authors/peilin-zhao/) ×2 - [Yatao Bian](https://md.research.elamur.ai/free/en/authors/yatao-bian/) ×2 - [Bingzhe Wu](https://md.research.elamur.ai/free/en/authors/bingzhe-wu/) - [Lemao Liu](https://md.research.elamur.ai/free/en/authors/lemao-liu/) - [Zhirui Zhang](https://md.research.elamur.ai/free/en/authors/zhirui-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 ×7 - Proceedings of the AAAI Conference on Artificial Intelligence ×2 - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2025](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2025/) - IEEE/CVF International Conference on Computer Vision (ICCV) - International Joint Conference on Artificial Intelligence ## Cited by Papers of our library cite their works 84 times (of the 149,439 papers whose bibliographies we read); [22 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/changqing-zhang/cited-by/). Updated 3 November 2026