🧑‍🔬 Changqing Zhang

🏛️ Affiliations

🎓Tianjin UniversityTianjin · China2014–2026 · 113 papersEmploymentcurrent🎓University of North Carolina at Chapel HillChapel Hill · United States2018–2024 · 5 papers🎓Jilin UniversityChangchun · China2024–2025 · 3 papers🔬State Key Laboratory of Supramolecular Structure and MaterialsChangchun2024–2025 · 3 papers🎓Xinyang Agriculture and Forestry UniversityXinyang · China2015–2023 · 2 papers🎓National University of Defense TechnologyChangsha · China2018–2021 · 2 papers

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.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Fairness-guided Few-shot Prompting for Large Language Models (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 (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 ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXiaochun Cao et al.2015 · 770 citations
2. Latent Multi-view Subspace Clustering ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetChangqing Zhang et al.2017 · 562 citations
3. Exclusivity-Consistency Regularized Multi-view Subspace Clustering ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXiaobo Wang et al.2017 · 282 citations
4. AE2-Nets: Autoencoder in Autoencoder Networks ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetChangqing Zhang, Yeqing Liu, Huazhu Fu2019 · 238 citations
5. Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZongbo Han et al.2022 · 190 citations
6. SketchNet: Sketch Classification with Web Images ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetHua Zhang et al.2016 · 151 citations
7. Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetRuihuang Li et al.2019 · 141 citations
8. Flexible Multi-View Representation Learning for Subspace Clustering ↗International Joint Conference on Artificial Intelligence · no summary yetRuihuang Li et al.2019 · 133 citations
9. Multi-View Information-Bottleneck Representation Learning ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetZhibin Wan et al.2021 · 97 citations
10. Facial Emotion Distribution Learning by Exploiting Low-Rank Label Correlations Locally ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXiuyi Jia et al.2019 · 93 citations
11. Coupled Dictionary Learning for Unsupervised Feature Selection ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetPengfei Zhu et al.2016 · 69 citations
12. Fairness-guided Few-shot Prompting for Large Language ModelsarXiv:2303.13217Huan Ma, Changqing Zhang, Yatao Bian, et al.2023 · 64 citations
13. Right Question is Already Half the Answer: Fully Unsupervised LLM Reasoning IncentivizationConference on Neural Information Processing Systems (NeurIPS)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 ×2
• Yatao Bian ×2
• Bingzhe Wu
• Lemao Liu
• 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): NeurIPS 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 →.

Updated 3 November 2026

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