cv
Basics
| Name | Jinjie Liu |
| Label | Student |
| jinjie.liu@usc.edu | |
| Phone | (213) 681-7332 |
| Url | https://sgjzfzzf.github.io/ |
Work
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2024.01 - present Research Assistant
Collaborative Intelligence Systems Lab, University of California, Riverside
Accelerating model inference on CPU.
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2023.08 - 2023.12 Software Engineer Intern
Momenta
Working on accelerating the model inference on different car platforms and developing the corresponding testing tools.
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2023.02 - 2023.06 Software Engineer Intern
NaiveSystems
Contributing to the development of a static code analyzer based on LLVM.
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2022.06 - 2023.06 Research Assistant
Lab of Cryptology and Computer Security(LoCCS), Shanghai Jiao Tong University
Graduation Thesis: "CPU-FPGA TEE: Research on Heterogeneous Trusted Executable Environments Across Devices"
Education
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2024.01 - present Los Angeles, California
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2022.08 - 2022.12 Austin, Texas
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2019.09 - 2023.06 Shanghai, China
Awards
- 2020.06, 2021.06
Publications
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2024.11 FluidML: Fast and Memory Efficient Inference Optimization
We present FluidML, a generic runtime memory management and optimization framework that can flexibly transform the model execution blueprint to achieve faster and more memory-efficient inference.
Skills
| Programming Skills | |
| C/C++ | |
| Python | |
| Rust | |
| Java | |
| JaveScript | |
| Go | |
| Haskell | |
| LLVM/MLIR | |
| PyTorch |
Languages
| Chinese | |
| Native speaker |
| English | |
| Fluent |
Interests
| Computer Science | |
| Compiler | |
| Machine Learning Systems | |
| Operating Systems |