Xupeng Miao
Email: xupeng@purdue.edu
![photo.jpg](/assets/img/photo.jpg)
Xupeng Miao is an Assistant Professor in the Department of Computer Science at Purdue University. Before that, he was a Post Doctoral Fellow working with Prof. Zhihao Jia and Prof. Tianqi Chen in Catalyst Group and Parallel Data Lab at Computer Science Department of Carnegie Mellon University. He received his Ph.D. degree in computer science from Peking University in June 2022, supervised by Prof. Bin Cui. He is broadly interested in machine learning systems, data management and distributed computing.
Prospective students: I am actively looking for strong and self-motivated PhD/MS students, postdocs, and (remote) interns interested in building systems for machine learning to join my group. If you are interested in working with me, please send me an email with your CV and transcripts.
news
Jun 18, 2024 | I was awared WAIC 2024 Yunfan Award · Bright Stars! ![]() |
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Apr 24, 2024 | We will lanuch a tutorial on efficient LLM serving in ICML 2024. ![]() |
Apr 23, 2024 | I was invited to give a talk at the ASPLOS’24 XTensor workshop. ![]() |
Apr 4, 2024 | I was invited to give a talk at the MLSys’24 Young Professionals Symposium. ![]() |
Feb 29, 2024 | SpecInfer was accepted by ASPLOS 2024. ![]() |
Feb 28, 2024 | SpotServe has been selected for the Distinguished Artifact Award at ASPLOS 2024! ![]() |
Feb 2, 2024 | We will lanuch a tutorial on data managment for LLM in SIGMOD 2024. ![]() |
Dec 23, 2023 | We announce a survey about efficient generative LLM serving on arXiv. ![]() |
Dec 7, 2023 | One paper on distributed training over spot instances was accepted by NSDI 2024. ![]() |
Nov 7, 2023 | One paper about LLM serving over preemptive instances was accepted by ASPLOS 2024. ![]() |
May 16, 2023 | We announce the first speculative LLM inference engine called SpecInfer. ![]() |
May 13, 2023 | Three papers were accepted by VLDB 2023. ![]() |
Mar 23, 2023 | One paper was accepted by OSDI 2023. ![]() |
Jan 30, 2023 | I was grateful to be awared 2022 ACM China Doctoral Dissertation Award. ![]() |
selected publications
- VLDBSDPipe: A Semi-Decentralized Framework for Heterogeneity-aware Pipeline-parallel TrainingProc. VLDB Endow. 2023