--- title: "Tianjun Xiao — author profile and papers — Elamur Research" description: "Tianjun Xiao: 2 papers on Elamur Research (2015–2024), h-index 13 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/tianjun-xiao/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/tianjun-xiao/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Tianjun Xiao # Tianjun Xiao Tianjun Xiao has 2 papers in our library, in 2015–2024, 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 [Zheng Zhang](https://md.research.elamur.ai/free/en/authors/zheng-zhang/), [Bing Xu](https://md.research.elamur.ai/free/en/authors/bing-xu/), [Chiyuan Zhang](https://md.research.elamur.ai/free/en/authors/chiyuan-zhang/). 2 papers in our library · 2015–2024 [OpenAlex](https://openalex.org/A5020757657) · [ORCID](https://orcid.org/0000-0003-4705-1545) · [**h-index 13**](https://openalex.org/authors/A5020757657) · [30 works](https://openalex.org/works?filter=author.id:A5020757657) · [3,814 citations](https://openalex.org/works?filter=author.id:A5020757657&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/tianjun-xiao/#papers) · [🔗 Cited 320 times in our library](https://md.research.elamur.ai/free/en/authors/tianjun-xiao/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #1537](https://md.research.elamur.ai/free/en/paper-stars/page/16/#star-1537) 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=Tianjun+Xiao) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Tianjun+Xiao) · [dblp](https://dblp.org/search?q=Tianjun+Xiao) · [ACL Anthology](https://aclanthology.org/search/?q=Tianjun+Xiao) ## Affiliations [🏢**Amazon** Seattle · United States 2021–2025 · 10 papers](https://md.research.elamur.ai/free/en/companies/amazon/) · [🎓**Peking University** Beijing · China 2014–2021 · 6 papers](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🔬**Shanghai Artificial Intelligence Laboratory** Shanghai · China 2019–2025 · 2 papers](https://md.research.elamur.ai/free/en/labs/shanghai-artificial-intelligence-laboratory/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 8 The field of science this work belongs to (OpenAlex fields).[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/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Hardware and Architecture · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/hardware-and-architecture/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Neuroscience · 1 work](https://md.research.elamur.ai/free/en/shelves/neuroscience/) · [Cognitive Neuroscience · 1 work](https://md.research.elamur.ai/free/en/shelves/neuroscience/cognitive-neuroscience/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Machine learning · 1 work](https://md.research.elamur.ai/free/en/concepts/machine-learning/) ## Works by year ### 2020s [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/tianjun-xiao/year/2024/) ### 2010s [**2015** 1 paper](https://md.research.elamur.ai/free/en/authors/tianjun-xiao/year/2015/) ## Papers The most cited first (OpenAlex and our library). 1. **[MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems](https://md.research.elamur.ai/free/en/papers/chen-2015-mxnet-flexible-efficient-machine-learning/)** *(2015 · 2,000 citations)* Deep learning developers usually have to pick between two styles. Imperative tensor code is easy to debug and works with host-language tools. Declarative computation graphs expose the whole structure, so the system can optimize it. MXNet tries to give users both styles in one library. Network structure is described… 2. **[Hallucination of Multimodal Large Language Models: A Survey](https://md.research.elamur.ai/free/en/papers/bai-2024-hallucination-multimodal-large-language-models/)** *(2024 · 120 citations)* This survey examines cases where multimodal large language models (MLLMs, sometimes termed LVLMs) produce text that contradicts the image they are given, a failure known as hallucination. ## All works 3 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. [**MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems arXiv:1512.01274**Tianqi Chen, Mu Li, Yutian Li, et al.*2015 · 2,000 citations*](https://md.research.elamur.ai/free/en/papers/chen-2015-mxnet-flexible-efficient-machine-learning/) 2. **[The application of two-level attention models in deep convolutional neural network for fine-grained image classification ↗](https://doi.org/10.1109/cvpr.2015.7298685) 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**Tianjun Xiao et al.*2015 · 788 citations* 3. [**Hallucination of Multimodal Large Language Models: A Survey arXiv:2404.18930**Zechen Bai, Pichao Wang, Tianjun Xiao, et al.*2024 · 120 citations*](https://md.research.elamur.ai/free/en/papers/bai-2024-hallucination-multimodal-large-language-models/) ## Co-authors here 7 co-authors with a page, the most papers together first. - [Zheng Zhang](https://md.research.elamur.ai/free/en/authors/zheng-zhang/) ×2 - [Bing Xu](https://md.research.elamur.ai/free/en/authors/bing-xu/) - [Chiyuan Zhang](https://md.research.elamur.ai/free/en/authors/chiyuan-zhang/) - [Mike Zheng Shou](https://md.research.elamur.ai/free/en/authors/mike-zheng-shou/) - [Min Lin](https://md.research.elamur.ai/free/en/authors/min-lin/) - [Mu Li](https://md.research.elamur.ai/free/en/authors/mu-li/) - [Tianqi Chen](https://md.research.elamur.ai/free/en/authors/tianqi-chen/) ## 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 ## Cited by Papers of our library cite their works 320 times (of the 149,439 papers whose bibliographies we read); [36 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/tianjun-xiao/cited-by/). Updated 2 November 2026