Jie Liu

Jie Liu

Ph.D. student

Cornell University

Biography

Jie is a PhD student in Computer Systems Laboratory (CSL) at Cornell University under the supervision of Prof. Zhiru Zhang. She received her bachelor’s degree in Microelectronic Science and Engineering from Tsinghua University. Her research interests lie generally in the field of computer architecture and electronic design automation, including but not limited to domain-specific computing, machine learning and reconfigurable architectures.

Interests
  • Compiler Optimization
  • Heterogeneous Computing
  • Sparse Computing
Education

  • PhD in Computer Engineering, 2019 till now

    Cornell University

  • BEng in Microelectronic Science and Engineering, 2015 - 2019

    Tsinghua University

Experience

 
 
 
 
 
Compiler Intern
Xilinx Research Labs
May 2021 – Aug 2021 San Jose, California
Hiring manager: Dr. Stephen Neuendorffer
 
 
 
 
 
Research Intern
University of California, Los Angeles (UCLA)
Jun 2018 – Sep 2018 Los Angeles, California
Advisor: Prof. Jason Cong

Projects

A Row-Wise Product Based Sparse-Sparse Matrix Multiplication Accelerator
PDF
Automatic Loop Scheduling for Spatial Architectures
Backend Optimization for HeteroCL
Code
IMU-based System for Real-Time Pelvis Plane Measurement
PDF
Systolic Array Design Implementation for Matrix Decomposition Algorithms
Code
Unified Abstraction of Sparse Formats for Compilers on Heterogeneous Platforms

Publications

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Dataflow Systolic Array Implementations of Matrix Decomposition using High Level Synthesis
Jie Liu, Jason Cong
Cite Code DOI
IMU-based Real-Time Acetabular Prosthesis Implant Angles Measurement in Total Hip Replacement Surgeries
Hong Chen, Zhecheng Yang, Jilin Zhang, Jie Liu, Hao Tang, Yixin Zhou, Binjie Zhu, Zhihua Wang
PDF Cite DOI
MatRaptor: A Sparse-Sparse Matrix Multiplication Accelerator Based on Row-Wise Product
Nitish Srivastava, Hanchen Jin, Jie Liu, David Albonesi, Zhiru Zhang
PDF Cite DOI
Measurement System for Attitude of Anterior Pelvic Plane and Implantation of Prothesis in THR Surgery
Hong Chen, Zhe Cao, Shaojie Su, Jie Liu, Zhihua Wang
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