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TheaperDeng/README.md

Hi, I am Junwei Deng

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📚️ Ph.D. Student in Information Sciences from 2023 Fall @UIUC.
👨🏽‍💻 Machine Learning Engineer @Intel @AI in Intel, 2020-2023.
🏫 M.S. in Information @Umich, 2019-2021.
🏫 B.Eng. in Electrical and Computer Engineering @SJTU, 2016-2020.
💡 I am interested in Data-Centric AI (e.g., data attribution); Trustworthy ML (e.g., robustness, fairness); Developing technical solutions for operationalizing regulatory principles (e.g., copyright issue for generative AI).
ℹ️ More information please refer to my personal website and google scholar.

I am actively looking for research internship opportunity for 2025 and beyond. Please contact me if you have any information or opportunities!

TheaperDeng's github stats TheaperDeng's github stats

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  1. TRAIS-Lab/dattri TRAIS-Lab/dattri Public

    `dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.

    Python 51 9

  2. intel-analytics/ipex-llm intel-analytics/ipex-llm Public

    Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU su…

    Python 6.9k 1.3k

  3. intel-analytics/BigDL-2.x intel-analytics/BigDL-2.x Public

    BigDL: Distributed TensorFlow, Keras and PyTorch on Apache Spark/Flink & Ray

    Jupyter Notebook 2.7k 733

  4. GNN-Generalization-Fairness GNN-Generalization-Fairness Public

    Subgroup Generalization and Fairness of Graph Neural Networks

    Shell 2 4

  5. GNN-Attack-InfMax GNN-Attack-InfMax Public

    Adversarial Attack on Graph Neural Networks as An Influence Maximization Problem

    Python 18 3