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AmitRoy7781/README.md

Hi 👋!

🌱 I am Amit Roy.

👨‍🎓 I am a PhD student at Purdue Computer Science from the Fall 2022 to Present.

🧐 My research focus is centered around applications of deep learning involving LLMs and GNNs.

💻 I worked as an Applied Scientist Intern (L5) at Amazon, Bellevue, Washington (SEA 106 - Blueshift) for the summer of 2025

🎓 In May 2024, I fulfilled the MS degree requirement from Purdue Computer Science.

📚 In August 2020, I completed my undergrad at the Department of CSE, University of Dhaka (Class Rank 1st).

📧 Feel free to contact me through email ✉️. 🌎 Further information is listed on my portfolio.

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  1. Graph-COM/GAD-NR Graph-COM/GAD-NR Public

    [WSDM 2024] GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction

    Jupyter Notebook 49 2

  2. Graph-COM/GAD-EBM Graph-COM/GAD-EBM Public

    [NeurIPS 2023 : GLFRONTIERS Workshop] GAD-EBM : Graph Anomaly Detection using Energy-Based Models

    Jupyter Notebook 5

  3. USTGCN USTGCN Public

    [IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network

    Python 36 12

  4. SST-GNN SST-GNN Public

    [PAKDD 2021] SST-GNN: Simplified Spatio-temporal Traffic forecasting model using Graph Neural Network

    Jupyter Notebook 39 12

  5. RoyKashob/LnL-GNN RoyKashob/LnL-GNN Public

    [IJCNN 2021] Node Embedding using Mutual Information and Self-Supervision based Bi-level Aggregation

    Jupyter Notebook 8 1

  6. ACM-ICPC-Dhaka-Regional ACM-ICPC-Dhaka-Regional Public

    Some ACM ICPC Dhaka Regionals Problem Solutions

    C++ 17 10