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Achievements

Achievement: Starstruckx3Achievement: Pull SharkAchievement: YOLOAchievement: Arctic Code Vault Contributor

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jxzhangjhu/README.md

Hi there, I am Jiaxin 👋!

🔭 I am a Senior Staff Research Scientist where my focus is Generative AI (large language models (LLMs), and diffusion models), and AI Robustness & Safety (uncertainty, reliability, and trustworthiness) with extensive applications to complex real-world tasks. Previously, I was a Research Staff in the Computer Science and Mathematics Division at Oak Ridge National Laboratory where my research aims at accelerating AI for Science on supercomputers, such as Summit and Frontier. I received my Ph.D. from the Johns Hopkins University with an emphasis on uncertainty quantification (UQ).

📫 You may find more information through my personal website and feel free to contact me via email at jxzhangai@gmail.com.

😄 Some recent publications in LLMs (full publication list in Google Scholar)

Jiaxin's GitHub stats

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  1. SURGroup/UQpy Public

    UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.

    Python 289 82

  2. Awesome-LLM-Uncertainty-Reliability-Robustness Public

    Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models

    719 48

  3. intuit/sac3 Public

    Official repo for SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency

    Jupyter Notebook 35 7

  4. Awesome-LLM-RAG Public

    Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

    1.1k 73

  5. zhuohangli/GGL Public

    A pytorch implementation of the paper "Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage".

    Jupyter Notebook 57 15

  6. Awesome-LLM-Prompt-Optimization Public

    Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models

    294 15