Zhiyao Li 李之尧

Zhiyao Li 李之尧

PhD Student

Tsinghua University

Biography

Zhiyao Li is a PhD student in Institute for Interdisciplinary Information Science (IIIS) at Tsinghua University. His advisor is Prof. Mingyu Gao. Before joining Tsinghua, he obtained a bachelor degree from the Excellent Engineer Class of Computer Science and Technology, Chongqing University. His research interests include dataflow architecture design and optimization, hardware acceleration for sparse tensor algebra, and LLM serving system optimization.

Interests
  • Dataflow Architecture
  • Artificial Intelligence
  • Dynamic and sparse computing
Education
  • PhD in Computer System and Architecture, 2019 - Now

    Tsinghua University

  • BSE in Computer Science and Technology, 2015 - 2019

    Chongqing University

Recent Publications

(2023). Flexible Dataflow Accelerator for Dynamic Neural Networks. Submitted to ASPLOS 2024.

(2023). Spada: Accelerating Sparse Matrix Multiplication with Adaptive Dataflow. Appeared in ASPLOS 2023.

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Experience

 
 
 
 
 
Stanford University
Visiting Student Researcher
Stanford University
July 2023 – December 2023 Palo Alto
 
 
 
 
 
Ali DAMO Academy
Research Intern
Ali DAMO Academy
August 2022 – July 2023 Beijing
 
 
 
 
 
Huawei
Research Intern
Huawei
July 2018 – November 2018 Chengdu