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62 followers · 104 following

Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex3Achievement: YOLOAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex3Achievement: YOLOAchievement: Arctic Code Vault Contributor

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  • Pro

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@geoscixyz

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ZexinLi0w0/README.md

Hey, 👋 I'm Zexin Li

About ME

I am a Ph.D. student at the University of California, Riverside (UCR). I am fortunate to be advised by Dr. Cong Liu. I received a bachelor’s degree from the Southern University of Science and Technology (SUSTech) under the advice of Dr. Yuqun Zhang in July 2020. My research interests lie in interdisciplinary fields of real-time embedded systems and on-device machine learning.

I am actively looking for cooperation in the following topics: (1) deploying machine learning models on real-time embedded devices, (2) system-application co-optimization of machine learning systems, and (3) improving performance robustness in machine learning systems.

Feel free to contact me if we share common research interests.

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  1. R3 R3 Public

    Source code for the RTSS paper: "R^3: On-device Real-Time Deep Reinforcement Learning for Autonomous Robotics"

    Python 5

  2. ContinualAI/avalanche ContinualAI/avalanche Public

    Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

    Python 2.1k 320

  3. MatthewCYM/SAME MatthewCYM/SAME Public

    Official implementation of ACL 2023 paper "Dynamic Transformers Provide a False Sense of Efficiency"

    Python 6

  4. asteriaaaa/smartCoopScheduler asteriaaaa/smartCoopScheduler Public

    Source code for the paper: "Efficient algorithms for task mapping on heterogeneous CPU/GPU platforms for fast completion time"

    C 6 1

  5. yul091/DGSlow yul091/DGSlow Public

    Codebase for the ACL 2023 paper: White-Box Multi-Objective Adversarial Attack on Dialogue Generation.

    Python 16 1

  6. AIoT-MLSys-Lab/Efficient-LLMs-Survey AIoT-MLSys-Lab/Efficient-LLMs-Survey Public

    [TMLR 2024] Efficient Large Language Models: A Survey

    1.3k 98