AmitRoy7781
Graduate Student @ Purdue CS | LLM, Graph ML, Deep Learning and Data Mining Practitioner | MS @ Purdue CS | 🇧🇩 🇺🇸
Purdue CS Lafayette, IN, USA
Pinned Repositories
ACM-ICPC-Dhaka-Regional
ACM ICPC Dhaka Regionals Problem Solutions
Artificial-Intelligence-Lab
Contains some assignments of AI Lab during my 4th year 1st semester
Assembly-Language-Lab
A repository to store some basic codes of assembly language (nasm- 64bit).
Computer-Graphics-Lab
Contains some assignments in Open GL during my computer graphics lab in 4-1
Dynamic-GAD-NR
GAD-NR for dynamic graph anomaly detection
SST-GNN
[PAKDD 2021] SST-GNN: Simplified Spatio-temporal Traffic forecasting model using Graph Neural Network
USTGCN
[IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network
GAD-EBM
[NeurIPS 2023 : GLFRONTIERS Workshop] GAD-EBM : Graph Anomaly Detection using Energy-Based Models
GAD-NR
[WSDM 2024] GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction
LnL-GNN
[IJCNN 2021] Node Embedding using Mutual Information and Self-Supervision based Bi-level Aggregation
AmitRoy7781's Repositories
AmitRoy7781/USTGCN
[IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network
AmitRoy7781/SST-GNN
[PAKDD 2021] SST-GNN: Simplified Spatio-temporal Traffic forecasting model using Graph Neural Network
AmitRoy7781/ACM-ICPC-Dhaka-Regional
ACM ICPC Dhaka Regionals Problem Solutions
AmitRoy7781/Dynamic-GAD-NR
GAD-NR for dynamic graph anomaly detection
AmitRoy7781/iGestRecognito
An android application to create a communication media in sign language using Text to Sign conversion and vice-versa.
AmitRoy7781/MS-G3D
PyTorch implementation of "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition", CVPR 2020 Oral
AmitRoy7781/BERT-RGCN
A repository containing the implementation of BERT embeddings with RGCN for the link prediction in knowledge graphs
AmitRoy7781/cricHUB
A web project related to the sport cricket
AmitRoy7781/AmitRoy7781
Github Portfolio
AmitRoy7781/amitroy7781.github.io
Portfolio Website
AmitRoy7781/Awesome-Deep-Graph-Anomaly-Detection
Awesome graph anomaly detection techniques built based on deep learning frameworks. Collections of commonly used datasets, papers as well as implementations are listed in this github repository. We also invite researchers interested in anomaly detection, graph representation learning, and graph anomaly detection to join this project as contributors
AmitRoy7781/Awesome-Graph-Anomaly-Detection
A collection of papers for graph anomaly detection, and published algorithms and datasets.
AmitRoy7781/Awesome-Traffic-Prediction
Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.
AmitRoy7781/commonmark.js
CommonMark parser and renderer in JavaScript
AmitRoy7781/cs699-Deep-Learning
cs 699 Deep Learning - Spring 2022, Purdue CS
AmitRoy7781/GAD-NR
GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction
AmitRoy7781/gcn
Implementation of Graph Convolutional Networks in TensorFlow
AmitRoy7781/graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
AmitRoy7781/graph-fraud-detection-papers
A curated list of fraud detection papers using graph information or graph neural networks
AmitRoy7781/GraphOOD-GNNSafe
The official implementation for ICLR23 paper "GNNSafe: Energy-based Out-of-Distribution Detection for Graph Neural Networks"
AmitRoy7781/Interview-Geek
A web project for mock interview
AmitRoy7781/Math-Savior
A basic mathematical calculation related desktop game using C++ and SFML library, developed as a first year lab project.
AmitRoy7781/minimal-mistakes
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
AmitRoy7781/ogb
Benchmark datasets, data loaders, and evaluators for graph machine learning
AmitRoy7781/open-review-toolkit
Open Review Toolkit: Better books, Higher sales, Increased access to knowledge
AmitRoy7781/quick-portfolio
Use this template if you need a quick developer / data science portfolio! Based on a Minimal Jekyll theme for GitHub Pages.
AmitRoy7781/RGCN
Pytorch implementation of a RGCN Link Prediction Model
AmitRoy7781/Spatio-Temporal-papers
This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.
AmitRoy7781/UGMINE
Undergraduate Thesis
AmitRoy7781/uRECO
A web application related to image and gesture recognition.