--- title: "Shijian Lu — author profile and papers — Elamur Research" description: "Shijian Lu, Nanyang Technological University: 2 papers on Elamur Research (2023), h-index 69 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/shijian-lu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/shijian-lu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Shijian Lu # Shijian Lu Shijian Lu has 2 papers in our library, in 2023, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Chunyan Miao](https://md.research.elamur.ai/free/en/authors/chunyan-miao/), [Guanzheng Chen](https://md.research.elamur.ai/free/en/authors/guanzheng-chen/), [Hang Zhang](https://md.research.elamur.ai/free/en/authors/hang-zhang/). 2 papers in our library · 2023 [OpenAlex](https://openalex.org/A5023507910) · [ORCID](https://orcid.org/0000-0002-6766-2506) · [Wikidata](https://www.wikidata.org/wiki/Q81957219) · [**h-index 69**](https://openalex.org/authors/A5023507910) · [372 works](https://openalex.org/works?filter=author.id:A5023507910) · [17,515 citations](https://openalex.org/works?filter=author.id:A5023507910&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/shijian-lu/#papers) · [🔗 Cited 304 times in our library](https://md.research.elamur.ai/free/en/authors/shijian-lu/cited-by/) · [6 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #2154](https://md.research.elamur.ai/free/en/paper-stars/page/22/#star-2154) 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=Shijian+Lu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Shijian+Lu) · [dblp](https://dblp.org/search?q=Shijian+Lu) · [ACL Anthology](https://aclanthology.org/search/?q=Shijian+Lu) ## Affiliations [🎓**Nanyang Technological University** Singapore · Singapore 2017–2026 · 178 papersEmployment since 2017 · Assistant Professor, School of Computer Science and Engineering*current*](https://md.research.elamur.ai/free/en/universities/nanyang-technological-university/) · [🎓**Mohamed bin Zayed University of Artificial Intelligence** Abu Dhabi · United Arab Emirates 2023–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/universities/mohamed-bin-zayed-university-of-artificial-intelligence/) · [🔬**Institute for Infocomm Research** Singapore · Singapore 2007–2017 · 96 papers](https://md.research.elamur.ai/free/en/labs/institute-for-infocomm-research/) · [🏛️**Agency for Science, Technology and Research** Singapore · Singapore 2008–2017 · 57 papers](https://md.research.elamur.ai/free/en/government/agency-for-science-technology-and-research/) · [🎓**National University of Singapore** Singapore · Singapore 2001–2007 · 18 papersEducation 2001–2005 · PhD, Electrical and Computer Engineering](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) · [🏛️**Commonwealth Scientific and Industrial Research Organisation** Canberra · Australia 1998–2010 · 15 papers](https://md.research.elamur.ai/free/en/government/commonwealth-scientific-and-industrial-research-organisation/) · [🎓**China University of Mining and Technology** Xuzhou · China 2023–2025 · 6 papers](https://ror.org/01xt2dr21) · [🏢**Singapore Telecommunications Limited** Singapore · Singapore 2021–2022 · 4 papers](https://ror.org/0481r3q55) · [🔬**Information and Communication Technologies Centre** Sydney · Australia 2004–2010 · 4 papers](https://ror.org/034x2fx50) · [🔬**Peng Cheng Laboratory** Shenzhen · China 2019–2021 · 3 papers](https://md.research.elamur.ai/free/en/labs/peng-cheng-laboratory/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 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 3 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Vision & language · 2 works](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2023** 2 papers](https://md.research.elamur.ai/free/en/authors/shijian-lu/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Vision-Language Models for Vision Tasks: A Survey](https://md.research.elamur.ai/free/en/papers/zhang-2023-vision-language-models-vision-tasks/)** *(2023 · 1,047 citations)* This survey, by researchers at Nanyang Technological University, addresses two drawbacks of mainstream visual recognition: dependence on costly crowd-labelled data and the habit of training a separate network for every task. 2. **[Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding](https://md.research.elamur.ai/free/en/papers/leng-2023-mitigating-object-hallucinations-large-vision/)** *(2023 · 322 citations)* Large vision-language models (LVLMs) often describe objects that are not in the image. The authors trace this object hallucination to two sources: statistical bias from co-occurrence patterns in pretraining data, and the language priors of the underlying LLM decoder. They show that making the image less clear… ## All works 8 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. **[Vision-Language Models for Vision Tasks: A Survey](https://md.research.elamur.ai/free/en/papers/zhang-2023-vision-language-models-vision-tasks/) [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/)**Jingyi Zhang, Jiaxing Huang, Sheng Jin, et al.*2023 · 1,047 citations* 2. **[Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding](https://md.research.elamur.ai/free/en/papers/leng-2023-mitigating-object-hallucinations-large-vision/) [IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/)**Sicong Leng, Hang Zhang, Guanzheng Chen, et al.*2023 · 322 citations* 3. **[ESIR: End-To-End Scene Text Recognition via Iterative Image Rectification ↗](https://doi.org/10.1109/cvpr.2019.00216) 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**Fangneng Zhan, Shijian Lu*2019 · 300 citations* 4. **[Towards Natural and Accurate Future Motion Prediction of Humans and Animals ↗](https://doi.org/10.1109/cvpr.2019.01024) 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**Zhenguang Liu et al.*2019 · 138 citations* 5. **[Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning ↗](https://doi.org/10.1109/iccv48922.2021.01317) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Siyuan Yang et al.*2021 · 116 citations* 6. **[Discriminative Multi-modal Feature Fusion for RGBD Indoor Scene Recognition ↗](https://doi.org/10.1109/cvpr.2016.324) 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**Hongyuan Zhu, Jean-Baptiste Weibel, Shijian Lu*2016 · 110 citations* 7. **[Matching on Sets: Conquer Occluded Person Re-identification Without Alignment ↗](https://doi.org/10.1609/aaai.v35i2.16260) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Mengxi Jia et al.*2021 · 92 citations* 8. **[Efficient Test-Time Adaptation of Vision-Language Models ↗](https://doi.org/10.1109/cvpr52733.2024.01343) 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**Adilbek Karmanov et al.*2024 · 83 citations* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Chunyan Miao](https://md.research.elamur.ai/free/en/authors/chunyan-miao/) - [Guanzheng Chen](https://md.research.elamur.ai/free/en/authors/guanzheng-chen/) - [Hang Zhang](https://md.research.elamur.ai/free/en/authors/hang-zhang/) - [Jiaxing Huang](https://md.research.elamur.ai/free/en/authors/jiaxing-huang/) - [Jingyi Zhang](https://md.research.elamur.ai/free/en/authors/jingyi-zhang/) - [Lidong Bing](https://md.research.elamur.ai/free/en/authors/lidong-bing/) - [Sicong Leng](https://md.research.elamur.ai/free/en/authors/sicong-leng/) - [Xin Li](https://md.research.elamur.ai/free/en/authors/xin-li/) ## 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 ×4 - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/) - [IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/): [IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2023](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2023/) - [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/): [IEEE Transactions on Pattern Analysis and Machine Intelligence 2023](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/2023/) - IEEE/CVF International Conference on Computer Vision (ICCV) - Proceedings of the AAAI Conference on Artificial Intelligence ## Cited by Papers of our library cite their works 304 times (of the 149,439 papers whose bibliographies we read); [72 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/shijian-lu/cited-by/). Updated 2 November 2026