Waqas Nawaz's Projects
Graph-based abstractive biomedical text summarization published in Journal of Biomedical Informatics AUG 2022
Attention-guided CNN for image denoising(Neural Networks,2020)
Reference models and tools for Cloud TPUs.
TensorFlow code and pre-trained models for BERT
ConfliBERT: A Pre-trained Language Model for Political Conflict and Violence (NAACL 2022)
This repository contains all the related materials for our research article related to predicting COVID-19 hotspots using cyber and real world data.
Source Code for Intra-Graph Clustering using Collaborative Similarity Measure [Paper in DAPD]
A library for efficient similarity search and clustering of dense vectors.
Graph Summarization SIGKDD 21
Personalized Graph Summarization: Formulation, Scalable Algorithms, and Applications
Slides and code for the Morgan Claypool book on "Individual and Collective Graph Mining: Principles, Algorithms and Applications"
Cross-platform, customizable ML solutions for live and streaming media.
Source code for VLDB 2015 paper "The More the Merrier: Efficient Multi-Source Graph Traversal"
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Quantum Gene Regulatory Networks with Application to Single-cell Data
Quran, Hadith, Translations, Tafaseer, Corpus Linguistics. Everything for NLP
Two-step sleep stage scoring approach based on statistical and frequency properties of EEG signals
A simple search engine that runs in a python notebook.
KDD2022 ASpectral Representation of Networks: The Path of Subgraphs by Shengmin Jin
SPORE for Graph Clustering
This repository contains various models for text summarization tasks. Each model has a separate directory containing the implementation code, pretrained weights, and a Jupyter notebook for testing the model on sample input texts. Feel free to use these models for your own text summarization tasks or to experiment with them further.
SUMDocS: Surrounding-aware Unsupervised Multi-Document Summarization (SDM 21')
TreeMap for exact distance queries
Thresholding and Regularization Techniques for Image Denoising