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"
Text data scraping from multimodal data sources
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