Hi, I am Zhaoying Li, a Ph.D. student in Computer Science at the National University of Singapore, working with Prof Tulika Mitra. I received my B.E. degree in Software Engineering at the Shandong University in 2018.
My research interests include spatial accelerator and compiler optimization.
Email: zhaoying AT comp.nus.edu.sg
Publications
- [HPCA 2022] LISA: Graph Neural Network based Portable Mapping on Spatial Accelerators
Zhaoying Li, Dan Wu, Dhananjaya Wijerathne, Tulika Mitra
28th IEEE International Symposium on High-Performance Computer Architecture
[ paper | code | slides ]
Distinguished Artifact Award - [DAC 2022] PANORAMA: Divide-and-Conquer Approach for Mapping Complex Loop Kernels on CGRA
Dhananjaya Wijerathne, Zhaoying Li, Thilini Kaushalya Bandara, Tulika Mitra
59th ACM/IEEE Design Automation Conference, 2022 - [TCAD 2022] HiMap: Fast and Scalable High-Quality Mapping on CGRA via Hierarchical Abstraction
Dhananjaya Wijerathne, Zhaoying Li, Anuj Pathania, Tulika Mitra, Lothar Thiele
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems - [TCAD 2021] ChordMap: Automated Mapping of Streaming Applications onto CGRA
Zhaoying Li, Dhananjaya Wijerathne, Xianzhang Chen, Anuj Pathania, Tulika Mitra
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems - [DATE 2021] HiMap: Fast and Scalable High-Quality Mapping on CGRA via Hierarchical Abstraction
Dhananjaya Wijerathne, Zhaoying Li, Anuj Pathania, Tulika Mitra, Lothar Thiele
Design Automation and Test in Europe 2021 - [TECS 2019] CASCADE: High Throughput Data Streaming via Decoupled Access/Execute CGRA
Dhananjaya Wijerathne, Zhaoying Li, Manupa Karunaratne, Anuj Pathania, Tulika Mitra
ACM Transactions on Embedded Computing Systems
Tools
- LISA: A portable framework to map DFG (dataflow graph) representing an application on spatial accelerators.
- Morpher: A CGRA compilation framework.
Book Chapter
- Coarse-Grained Reconfigurable Array (CGRA)
Zhaoying Li, Dhananjaya Wijerathne, Tulika Mitra
Book chapter in “Handbook of Computer Architecture”, Springer
Teaching Assistant
- [CS2100] Computer Organization
- [CS3237] Introduction to Internet of Things
- [CS5272] Embedded Software Design
Work Experience
-[Intern] Sept 2020 - Feb 2021, EdgeCortix