--- title: "Bing Xu — author profile and papers — Elamur Research" description: "Bing Xu, Hong Kong Polytechnic University: 2 papers on Elamur Research (2015–2025), h-index 27 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/bing-xu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/bing-xu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Bing Xu # Bing Xu Bing Xu has 2 papers in our library, in 2015–2025; often with [Chiyuan Zhang](https://md.research.elamur.ai/free/en/authors/chiyuan-zhang/), [Conghui Zhu](https://md.research.elamur.ai/free/en/authors/conghui-zhu/), [Hui Huang](https://md.research.elamur.ai/free/en/authors/hui-huang/). 2 papers in our library · 2015–2025 [OpenAlex](https://openalex.org/A5003333136) · [ORCID](https://orcid.org/0000-0003-3677-1109) · [Wikidata](https://www.wikidata.org/wiki/Q90132962) · [**h-index 27**](https://openalex.org/authors/A5003333136) · [180 works](https://openalex.org/works?filter=author.id:A5003333136) · [6,513 citations](https://openalex.org/works?filter=author.id:A5003333136&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/bing-xu/#papers) · [🔗 Cited 225 times in our library](https://md.research.elamur.ai/free/en/authors/bing-xu/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #1486](https://md.research.elamur.ai/free/en/paper-stars/page/15/#star-1486) 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=Bing+Xu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Bing+Xu) · [dblp](https://dblp.org/search?q=Bing+Xu) · [ACL Anthology](https://aclanthology.org/search/?q=Bing+Xu) ## Affiliations [🎓**Hong Kong Polytechnic University** Hong Kong · China 2018–2026 · 49 papersEmployment 2018–2020Employment 2020–2023*current*](https://md.research.elamur.ai/free/en/universities/hong-kong-polytechnic-university/) · [🎓**Harbin Institute of Technology** Harbin · China 2010–2025 · 15 papers](https://md.research.elamur.ai/free/en/universities/harbin-institute-of-technology/) · [🎓**Ocean University of China** Qingdao · China 2023–2025 · 8 papers](https://md.research.elamur.ai/free/en/universities/ocean-university-of-china/) · [🎓**Nanjing University of Science and Technology** Nanjing · China 2008–2019 · 5 papersEducation 2008–2012Education 2012–2018](https://md.research.elamur.ai/free/en/universities/nanjing-university-of-science-and-technology/) · [🎓**North China Electric Power University** Beijing · China 2010–2018 · 5 papers](https://md.research.elamur.ai/free/en/universities/north-china-electric-power-university/) · [🎓**Guangdong Ocean University** Zhanjiang · China 2005–2013 · 5 papers](https://ror.org/0462wa640) · [🎓**Henan Polytechnic University** Jiaozuo · China 2024–2025 · 4 papers](https://ror.org/05vr1c885) · [🎓**PLA Army Engineering University** Nanjing · China 2012–2023 · 4 papers](https://ror.org/05mgp8x93) · [🔬**National Key Laboratory of Transient Physics** Nanjing · China 2016–2018 · 4 papers](https://ror.org/0381g4154) · [🎓**Chaohu University** Chaohu · China 2024–2025 · 3 papers](https://ror.org/00mwds915) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 43 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 6 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 · 1 work](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/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 💡 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 [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/bing-xu/year/2025/) ### 2010s [**2015** 1 paper](https://md.research.elamur.ai/free/en/authors/bing-xu/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. **[MuSC: Improving Complex Instruction Following with Multi-granularity Self-Contrastive Training](https://md.research.elamur.ai/free/en/papers/huang-2025-musc-improving-complex-instruction-following/)** *(2025 · 4 citations)* Large language models often fail on instructions that combine many constraints, frequently dropping some of them. ## 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. **[CLMLF:A Contrastive Learning and Multi-Layer Fusion Method for Multimodal Sentiment Detection ↗](https://aclanthology.org/2022.findings-naacl.175/) Findings of the Association for Computational Linguistics: NAACL 2022 · no summary yet**Zhen Li et al.*2022 · 128 citations* 3. **[MuSC: Improving Complex Instruction Following with Multi-granularity Self-Contrastive Training](https://md.research.elamur.ai/free/en/papers/huang-2025-musc-improving-complex-instruction-following/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Hui Huang, Jiaheng Liu, Yancheng He, et al.*2025 · 4 citations* ## Co-authors here 12 co-authors with a page, the most papers together first. - [Chiyuan Zhang](https://md.research.elamur.ai/free/en/authors/chiyuan-zhang/) - [Conghui Zhu](https://md.research.elamur.ai/free/en/authors/conghui-zhu/) - [Hui Huang](https://md.research.elamur.ai/free/en/authors/hui-huang/) - [Jiaheng Liu](https://md.research.elamur.ai/free/en/authors/jiaheng-liu/) - [Min Lin](https://md.research.elamur.ai/free/en/authors/min-lin/) - [Mu Li](https://md.research.elamur.ai/free/en/authors/mu-li/) - [Muyun Yang](https://md.research.elamur.ai/free/en/authors/muyun-yang/) - [Shilong Li](https://md.research.elamur.ai/free/en/authors/shilong-li/) - [Tianqi Chen](https://md.research.elamur.ai/free/en/authors/tianqi-chen/) - [Tiejun Zhao](https://md.research.elamur.ai/free/en/authors/tiejun-zhao/) - [Yancheng He](https://md.research.elamur.ai/free/en/authors/yancheng-he/) - [Zheng Zhang](https://md.research.elamur.ai/free/en/authors/zheng-zhang/) ## 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 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - Findings of the Association for Computational Linguistics: NAACL 2022 ## Cited by Papers of our library cite their works 225 times (of the 149,439 papers whose bibliographies we read); [14 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/bing-xu/cited-by/). Updated 31 October 2026