Shurui Li

Orcid: 0000-0001-6441-3988

Affiliations:
  • University of California Los Angeles (UCLA), Department of Electrical and Computer Engineering, CA, USA (PhD 2024)


According to our database1, Shurui Li authored at least 9 papers between 2020 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2025
CIMPool: Scalable Neural Network Acceleration for Compute-In-Memory using Weight Pools.
CoRR, March, 2025

2024
Architecture, Modeling, and Optimization of Photonic Neural Network Accelerators
PhD thesis, 2024

2023
Training Neural Networks for Execution on Approximate Hardware.
CoRR, 2023

ReFOCUS: Reusing Light for Efficient Fourier Optics-Based Photonic Neural Network Accelerator.
Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023

PhotoFourier: A Photonic Joint Transform Correlator-Based Neural Network Accelerator.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2023

2022
Bit-serial Weight Pools: Compression and Arbitrary Precision Execution of Neural Networks on Resource Constrained Processors.
Proceedings of the Fifth Conference on Machine Learning and Systems, 2022

2021
Batch Processing and Data Streaming Fourier-based Convolutional Neural Network Accelerator.
CoRR, 2021

SWIS - Shared Weight bIt Sparsity for Efficient Neural Network Acceleration.
CoRR, 2021

2020
Channel Tiling for Improved Performance and Accuracy of Optical Neural Network Accelerators.
CoRR, 2020


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