LabCompass

Xupeng Miao

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Early career · publishing since 2019Rising activity
Advanced Neural Network ApplicationsAdvanced Graph Neural NetworksTopic ModelingGraph Theory and AlgorithmsParallel Computing and Optimization Techniques

Publications

100

Citations

1,169

Est. group size

—

Recurring co-author estimate

Active years

8

Publishing since 2019

Research summary
AI-generated

Xupeng Miao works on computer systems for efficiently running and training large machine learning models, especially large language models (LLMs). His work covers topics such as speeding up LLM inference and serving, managing GPU memory and caches, distributing training across many machines, and building infrastructure for reinforcement learning and agentic AI systems. This research is aimed at making large-scale AI systems faster, cheaper, and more scalable to run.

Efficient LLM inference and servingDistributed and parallel training systemsGPU memory and cache managementReinforcement learning system infrastructure for LLMsScalable machine learning systems engineering

Publication output has grown substantially over the last decade, rising from near zero in 2017-2018 to a peak of 24 in 2024, with continued high activity (12-15 per year) in 2025-2026.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 16.6/year recently
17182019: 3 publications192020: 4 publications202021: 8 publications212022: 16 publications222023: 16 publications232024: 24 publications24242025: 12 publications252026: 15 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×47
  • Proceedings of the VLDB Endowment×6
  • 2022 IEEE 38th International Conference on Data Engineering (ICDE)×4
  • IEEE Transactions on Knowledge and Data Engineering×3
  • The VLDB Journal×3
Similar researchers
By research-topic overlap
  • Quentin Anthony

    Computer Science · The Ohio State University

  • Arghadip Das

    Computer Science · Purdue University West Lafayette

  • Lang Xu

    Computer Science · The Ohio State University

  • Qi Guo

    Computer Science · Purdue University West Lafayette

  • Xuwei Tan

    Computer Science · The Ohio State University

This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 20, 2026.

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