🧑‍🔬 Jianbing Shen

🏛️ Affiliations

🎓University of MacauMacao · China2020–2026 · 128 paperscurrent🎓Beijing Institute of TechnologyBeijing · China2008–2024 · 147 papers🔬Inception Institute of Artificial IntelligenceAbu Dhabi · United Arab Emirates2018–2021 · 70 papers🎓Zhejiang UniversityHangzhou · China2005–2009 · 15 papers🎓Zhejiang University of TechnologyHangzhou · China2002–2004 · 4 papers🎓ETH ZurichZurich · Switzerland2020–2021 · 3 papers🎓Indiana University – Purdue University IndianapolisIndpls · United States2008 · 3 papers🎓Zhejiang Gongshang UniversityHangzhou · China2024 · 2 papers🎓University of California, Los AngelesLos Angeles · United States2018–2021 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 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. Compatibility-Aware Dynamic Fine-Tuning for Large Language Models (2026 · 1 citation)
   Standard SFT of large language models tends to be unstable and to generalize poorly. The earlier Dynamic Fine-Tuning (DFT) method addresses this by correcting how gradients are scaled for individual tokens. However, DFT still treats every training demonstration as equally worth learning from. Real instruction…
2. Accelerating Training of Autoregressive Video Generation Models via Local Optimization with Representation Continuity (2026)
   Autoregressive video generators predict long sequences of discrete VQ-VAE tokens, which makes training slow and costly.
3. Multimodal Large Language Models for Multi-Subject In-Context Image Generation (2026)
   Personalized text-to-image systems that must place several user-supplied subjects into one scene tend to break down as the number of references grows.

All works

17 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. Salient Object Detection With Pyramid Attention and Salient Edges ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetWenguan Wang et al.2019 · 536 citations
2. See More, Know More: Unsupervised Video Object Segmentation With Co-Attention Siamese 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 yetXiankai Lu et al.2019 · 531 citations
3. Saliency-aware geodesic video object segmentation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetWenguan Wang, Jianbing Shen, Fatih Porikli2015 · 530 citations
4. Shifting More Attention to Video Salient Object Detection ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetDeng-Ping Fan et al.2019 · 521 citations
5. Human-Aware Motion Deblurring ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetZiyi Shen et al.2019 · 333 citations
6. Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetWenguan Wang et al.2019 · 304 citations
7. An Iterative and Cooperative Top-Down and Bottom-Up Inference Network for Salient Object Detection ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetWenguan Wang et al.2019 · 243 citations
8. Learning Unsupervised Video Object Segmentation Through Visual Attention ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetWenguan Wang et al.2019 · 238 citations
9. Cross-Modality Person Re-Identification via Modality Confusion and Center Aggregation ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetXin Hao et al.2021 · 217 citations
10. Full-Duplex Strategy for Video Object Segmentation ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetGe-Peng Ji et al.2021 · 132 citations
11. Towards Bridging Semantic Gap to Improve Semantic Segmentation ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetYanwei Pang et al.2019 · 129 citations
12. Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetAamir Mustafa et al.2019 · 128 citations
13. Gaussian Affinity for Max-Margin Class Imbalanced Learning ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetMunawar Hayat et al.2019 · 88 citations
14. Multi-Level Representation Learning with Semantic Alignment for Referring Video Object Segmentation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetDongming Wu et al.2022 · 61 citations
15. Compatibility-Aware Dynamic Fine-Tuning for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Yucheng Zhou, Junwei Sheng, Qianning Wang, et al.2026 · 1 citation
16. Accelerating Training of Autoregressive Video Generation Models via Local Optimization with Representation ContinuityFindings of the Association for Computational LinguisticsYucheng Zhou, Jianbing Shen2026
17. Multimodal Large Language Models for Multi-Subject In-Context Image GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Yucheng Zhou, Dubing Chen, Huan Zheng, et al.2026

🤝 Co-authors here

1 co-author with a page, the most papers together first.

• Yucheng Zhou ×3

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
• IEEE/CVF International Conference on Computer Vision (ICCV) ×7
• Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026 ×2
• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026

🔗 Cited by

Papers of our library cite their works 47 times (of the 149,439 papers whose bibliographies we read).

Updated 2 November 2026

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