Minghao Yan

Minghao Yan

PhD student in Computer Science

University of Wisconsin–Madison

Biography

Hi! I’m Minghao Yan (in Chinese: 闫明浩), a PhD student in Computer Science at University of Wisconsin–Madison working with Prof. Shivaram Venkataraman. I obtained my B.S. (Summa Cum Laude) and M.S. degrees from Rice University in 2021 and 2022, respectively.

At Rice, I was fortunate to have worked with Prof. Anshumali Shrivastava on large-scale deep learning and similarity search. I am broadly interested in building systems for deep learning workloads, especially LLMs.

Email: myan at cs dot wisc dot edu

Interests
  • System for Deep Learning
  • System for LLMs
  • High Performance Computing
Education
  • PhD in Computer Science, 2022 - ?

    University of Wisconsin–Madison

  • MS in Computer Science, 2022

    Rice University

  • BS in Computer Science, 2021

    Rice University

Preprints

(2024). Decoding Speculative Decoding.

PDF

(2023). PolyThrottle: Energy-efficient Neural Network Inference on Edge Devices.

PDF

(2021). PairConnect: A Compute-Efficient MLP Alternative to Attention.

PDF

Publications

(2021). Fast Processing and Querying of 170TB of Genomics Data via a Repeated And Merged BloOm Filter (RAMBO). SIGMOD 2021.

PDF Video