--- title: "Binxing Jiao · Xiamen University — author profile and papers" description: "Binxing Jiao, Xiamen University: 2 papers on Elamur Research (2022–2023), h-index 11 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/binxing-jiao/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/binxing-jiao/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Binxing Jiao # Binxing Jiao Binxing Jiao has 2 papers in our library, in 2022–2023, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Daxin Jiang](https://md.research.elamur.ai/free/en/authors/daxin-jiang/), [Furu Wei](https://md.research.elamur.ai/free/en/authors/furu-wei/), [Liang Wang](https://md.research.elamur.ai/free/en/authors/liang-wang/). 2 papers in our library · 2022–2023 [OpenAlex](https://openalex.org/A5045811313) · [ORCID](https://orcid.org/0000-0003-4710-0095) · [**h-index 11**](https://openalex.org/authors/A5045811313) · [42 works](https://openalex.org/works?filter=author.id:A5045811313) · [472 citations](https://openalex.org/works?filter=author.id:A5045811313&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/binxing-jiao/#papers) · [🔗 Cited 630 times in our library](https://md.research.elamur.ai/free/en/authors/binxing-jiao/cited-by/) · [4 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #2750](https://md.research.elamur.ai/free/en/paper-stars/page/28/#star-2750) 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=Binxing+Jiao) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Binxing+Jiao) · [dblp](https://dblp.org/search?q=Binxing+Jiao) · [ACL Anthology](https://aclanthology.org/search/?q=Binxing+Jiao) ## Affiliations [🏢**StepFun AI** Shanghai · China 2026 · 2 papers*current*](https://ror.org/03fwjkz17) · [🎓**Xiamen University** Xiamen · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/xiamen-university/) · [🏢**Microsoft** Redmond · United States 2021–2024 · 7 papers](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🎓**University of Science and Technology of China** Hefei · China 2003–2012 · 2 papersEducation 2003–2007 · Bachelor, Electronic EngineeringEducation 2007–2012 · PhD, Electronic Engineering](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) 🏛️**Microsoft Corp** Redmond · [United States](https://md.research.elamur.ai/free/en/countries/united-states/) 2012Employment since 2012 · Bing 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. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 6 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/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Information Systems · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Language and Linguistics · 2 works](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 · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) ## Works by year ### 2020s [**2023** 1 paper Binxing Jiao's papers of 2023](https://md.research.elamur.ai/free/en/papers/wang-2023-simlm-pre-training-representation-bottleneck/) · [**2022** 1 paper Binxing Jiao's papers of 2022](https://md.research.elamur.ai/free/en/papers/wang-2022-text-embeddings-weakly-supervised-contrastive/) ## Papers The most cited first (OpenAlex and our library). 1. **[Text Embeddings by Weakly-Supervised Contrastive Pre-training](https://md.research.elamur.ai/free/en/papers/wang-2022-text-embeddings-weakly-supervised-contrastive/)** *(2022 · 594 citations)* The paper tackles the problem of producing one general-purpose single-vector text embedding that works well for retrieval, clustering, classification and similarity, even without task labels. 2. **[SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval](https://md.research.elamur.ai/free/en/papers/wang-2023-simlm-pre-training-representation-bottleneck/)** *(2023 · 106 citations)* Dense retrievers usually start from general-purpose language models. However, models that score better on GLUE do not necessarily retrieve better. On MS-MARCO, BERT outperforms RoBERTa and ELECTRA. The authors attribute this to the [CLS] vector not being trained to capture a whole passage. SimLM is a self-supervised… ## All works 6 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. [**Text Embeddings by Weakly-Supervised Contrastive Pre-training arXiv:2212.03533**Liang Wang, Nan Yang, Xiaolong Huang, et al.*2022 · 594 citations*](https://md.research.elamur.ai/free/en/papers/wang-2022-text-embeddings-weakly-supervised-contrastive/) 2. **[SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval](https://md.research.elamur.ai/free/en/papers/wang-2023-simlm-pre-training-representation-bottleneck/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Liang Wang, Nan Yang, Xiaolong Huang, et al.*2023 · 106 citations* 3. **[Step-Audio 2 Technical Report ↗](https://arxiv.org/abs/2507.16632) arXiv:2507.16632 · no summary yet**Boyong Wu et al.*2025 · 31 citations* 4. **[Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction ↗](https://arxiv.org/abs/2502.11946) arXiv:2502.11946 · no summary yet**Ailin Huang et al.*2025 · 23 citations* 5. **[Step1X-Edit: A Practical Framework for General Image Editing ↗](https://arxiv.org/abs/2504.17761) arXiv:2504.17761 · no summary yet**Shiyu Liu et al.*2025 · 21 citations* 6. **[Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model ↗](https://arxiv.org/abs/2502.10248) arXiv:2502.10248 · no summary yet**Guoqing Ma et al.*2025 · 20 citations* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Daxin Jiang](https://md.research.elamur.ai/free/en/authors/daxin-jiang/) ×2 - [Furu Wei](https://md.research.elamur.ai/free/en/authors/furu-wei/) ×2 - [Liang Wang](https://md.research.elamur.ai/free/en/authors/liang-wang/) ×2 - [Linjun Yang](https://md.research.elamur.ai/free/en/authors/linjun-yang/) ×2 - [Nan Yang](https://md.research.elamur.ai/free/en/authors/nan-yang/) ×2 - [Rangan Majumder](https://md.research.elamur.ai/free/en/authors/rangan-majumder/) ×2 - [Xiaolong Huang](https://md.research.elamur.ai/free/en/authors/xiaolong-huang/) ×2 ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2023](https://md.research.elamur.ai/free/en/venues/acl/2023/) ## Cited by Papers of our library cite their works 630 times (of the 141,840 papers whose bibliographies we read); [44 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/binxing-jiao/cited-by/). Updated 24 October 2026