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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.
👨🏽‍💻 AI Frameworks 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.

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 37 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 6.8k 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 731

  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