graph-sparsification

Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)

Maximizing algebraic connectivity for graph sparsification

[ICML 2021] "A Unified Lottery Tickets Hypothesis for Graph Neural Networks", Tianlong Chen*, Yongduo Sui*, Xuxi Chen, Aston Zhang, Zhangyang Wang

[NeurIPS 2025] A Python library for graph reduction including condensation, coarsening, and sparsification.

gSparse: C++ Library for Graph Sparsification

Spectral and randomized graph sparsification reducing dense graph edges while preserving approximate cut and connectivity properties.

Spectral and randomized graph sparsification reducing dense graph edges while preserving approximate cut and connectivity properties.

Some max entropy graph models

an evolving research environment for the systematic study of graph reduction methods to support my thesis experimentation

Small-scaled literature reviews produced as part of various University optional assignments

Atomic Black Hole sparsification for chemistry-aware frugal learning on QMOF atomic graphs

CS328 Introduction to Data Science - Prof. Anirban Dasgupta - Project: Sparsifying Networks while Preserving Properties