--- title: "Xupeng Miao · King University — author profile and papers" description: "Xupeng Miao, King University: 3 papers on Elamur Research (2023), h-index 22 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/xupeng-miao/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xupeng-miao/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xupeng Miao # Xupeng Miao Xupeng Miao has 3 papers in our library, in 2023, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Gabriele Oliaro](https://md.research.elamur.ai/free/en/authors/gabriele-oliaro/), [Xinhao Cheng](https://md.research.elamur.ai/free/en/authors/xinhao-cheng/), [Zhihao Jia](https://md.research.elamur.ai/free/en/authors/zhihao-jia/). 3 papers in our library · 2023 [OpenAlex](https://openalex.org/A5015552951) · [ORCID](https://orcid.org/0000-0002-9371-8358) · [Wikidata](https://www.wikidata.org/wiki/Q130800458) · [**h-index 22**](https://openalex.org/authors/A5015552951) · [88 works](https://openalex.org/works?filter=author.id:A5015552951) · [1,774 citations](https://openalex.org/works?filter=author.id:A5015552951&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/xupeng-miao/#papers) · [🔗 Cited 258 times in our library](https://md.research.elamur.ai/free/en/authors/xupeng-miao/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4365](https://md.research.elamur.ai/free/en/paper-stars/page/44/#star-4365) 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=Xupeng+Miao) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xupeng+Miao) · [dblp](https://dblp.org/search?q=Xupeng+Miao) · [ACL Anthology](https://aclanthology.org/search/?q=Xupeng+Miao) ## Affiliations [🎓**Peking University** Beijing · China 2017–2026 · 37 papersEducation 2017–2022 · PhD, Computer ScienceEmployment since 2026*current*](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🎓**Purdue University West Lafayette** West Lafayette · United States 2024–2026 · 7 papersEmployment 2024–2025 · Kevin C. and Suzanne L. Kahn New Frontiers Assistant Professor, Purdue University, Computer Science*current*](https://md.research.elamur.ai/free/en/universities/purdue-university-west-lafayette/) · [🎓**King University** Bristol · United States 2025–2026 · 2 papers*current*](https://ror.org/01evb6z23) · [🔬**Beijing Academy of Artificial Intelligence** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/labs/beijing-academy-of-artificial-intelligence/) · [🎓**Carnegie Mellon University** Pittsburgh · United States 2021–2025 · 26 papersEmployment 2022–2024 · Post Doctoral Fellow, Computer Science](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🏢**Tencent** Shenzhen · China 2019–2022 · 5 papers](https://md.research.elamur.ai/free/en/companies/tencent/) · [🎓**Tsinghua University** Beijing · China 2024–2025 · 4 papers](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🎓**Stanford University** Stanford · United States 2024 · 3 papers](https://md.research.elamur.ai/free/en/universities/stanford-university/) 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 8 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Hardware and Architecture · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/hardware-and-architecture/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Networks and Communications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-networks-and-communications/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 3 works](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2023** 3 papers](https://md.research.elamur.ai/free/en/authors/xupeng-miao/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[SpecInfer: Accelerating Generative Large Language Model Serving with Tree-based Speculative Inference and Verification](https://md.research.elamur.ai/free/en/papers/miao-2023-specinfer-accelerating-generative-large-language/)** *(2023 · 220 citations)* Serving generative LLMs is slow and expensive because autoregressive decoding emits one token per step, which leaves GPUs underused and makes key-value caches costly in memory. 2. **[SpotServe: Serving Generative Large Language Models on Preemptible Instances](https://md.research.elamur.ai/free/en/papers/miao-2023-spotserve-serving-generative-large-language/)** *(2023 · 145 citations)* SpotServe addresses the high cost of serving generative LLMs. It runs inference on preemptible cloud GPUs, such as AWS spot instances, which can be up to 90% cheaper than on-demand machines but can be reclaimed at any time. Earlier spot-based serving systems assumed that a model fits on one instance and handled… 3. **[Towards Efficient Generative Large Language Model Serving: A Survey from Algorithms to Systems](https://md.research.elamur.ai/free/en/papers/miao-2023-towards-efficient-generative-large-language/)** *(2023 · 110 citations)* Generative LLMs are expensive to deploy. Their size and token-by-token generation make low-latency, high-throughput serving difficult, especially for organizations without large compute budgets. This survey by researchers at Purdue and Carnegie Mellon reviews the field from a machine-learning-systems perspective. It… ## All works 5 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. **[PointCLIP: Point Cloud Understanding by CLIP ↗](https://doi.org/10.1109/cvpr52688.2022.00836) 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**Renrui Zhang et al.*2022 · 460 citations* 2. **[SpecInfer: Accelerating Generative Large Language Model Serving with Tree-based Speculative Inference and Verification](https://md.research.elamur.ai/free/en/papers/miao-2023-specinfer-accelerating-generative-large-language/) [ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)](https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-architectural-support-for-programming-languages/)**Xupeng Miao, Gabriele Oliaro, Zhihao Zhang, et al.*2023 · 220 citations* 3. **[SpotServe: Serving Generative Large Language Models on Preemptible Instances](https://md.research.elamur.ai/free/en/papers/miao-2023-spotserve-serving-generative-large-language/) [ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)](https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-architectural-support-for-programming-languages/)**Xupeng Miao, Chunan Shi, Jiangfei Duan, et al.*2023 · 145 citations* 4. **[Towards Efficient Generative Large Language Model Serving: A Survey from Algorithms to Systems](https://md.research.elamur.ai/free/en/papers/miao-2023-towards-efficient-generative-large-language/) [ACM Computing Surveys](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/)**Xupeng Miao, Gabriele Oliaro, Zhihao Zhang, et al.*2023 · 110 citations* 5. **[Distributed Graph Neural Network Training: A Survey ↗](https://arxiv.org/abs/2211.00216) arXiv:2211.00216 · no summary yet**Yingxia Shao et al.*2022 · 103 citations* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Gabriele Oliaro](https://md.research.elamur.ai/free/en/authors/gabriele-oliaro/) ×2 - [Xinhao Cheng](https://md.research.elamur.ai/free/en/authors/xinhao-cheng/) ×2 - [Zhihao Jia](https://md.research.elamur.ai/free/en/authors/zhihao-jia/) ×2 - [Zhihao Zhang](https://md.research.elamur.ai/free/en/authors/zhihao-zhang/) ×2 - [Bin Cui](https://md.research.elamur.ai/free/en/authors/bin-cui/) - [Dahua Lin](https://md.research.elamur.ai/free/en/authors/dahua-lin/) - [Tianqi Chen](https://md.research.elamur.ai/free/en/authors/tianqi-chen/) - [Zhengxin Zhang](https://md.research.elamur.ai/free/en/authors/zhengxin-zhang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)](https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-architectural-support-for-programming-languages/) ×2: [ASPLOS 2023](https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-architectural-support-for-programming-languages/2023/) ×2 - [ACM Computing Surveys](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/): [ACM Computing Surveys 2023](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2023/) - 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 258 times (of the 149,439 papers whose bibliographies we read); [33 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/xupeng-miao/cited-by/). Updated 2 November 2026