Siyuan Chen

Siyuan Chen

Member

MLSys

Cohort
Class of 2019
Joined
Senior Fall
Department
School of EECS, CS (Turing Class)
Current
Carnegie Mellon University (PhD candidate)

PhD candidate at CMU CS, advised by Prof. Phil Gibbons and Prof. Heather Miller, working closely with Prof. Ben Titzer. BS from PKU Turing Class, advised by Prof. Yun Liang.

Research on machine learning systems, especially efficient and secure post-training systems:

  • LLM fine-tuning
  • SLO-customized serving
  • Agent security defense

Publications at AAAI, ICML, MICRO, HPCA, DAC.