activity
20232026
most citedA Simple and Efficient Parallel Laplacian Solver

6 citations · 6 across the 4 of their papers we have counts for

collaborators

7 papers

cs.DS2026

Fully Dynamic Random-Walk Quantities on Undirected Expanders and -Uniform Directed Graphs

Richard Peng, Sushant Sachdeva, Junzhao Yang +1

We study fully dynamic data structures for random-walk quantities on undirected expanders and fast-mixing directed graphs. For an unweighted graph whose normalized Laplacian has sp…

cs.DS2026

Partially-Dynamic All-Pairs Maxflow and Effective Resistance via Stable Sparsifiers

Gramoz Goranci, Rasmus Kyng, Maximilian Probst Gutenberg +2

We give a randomized data structure for undirected weighted graphs that are partially dynamic, i.e., that undergo either only edge insertions or only edge deletions. The data struc…

cs.DS2026

An Online Sparsification Algorithm from the Book

Gramoz Goranci, Rasmus Kyng, Maximilian Probst Gutenberg +2

In their seminal paper [Cohen et al., 2016], Cohen, Musco, and Pachocki proposed a natural and simple online spectral sparsification algorithm: rows $a_1, a_2, \ldots \in \mathbb{R…

cs.DS2025

Fully Dynamic Spectral and Cut Sparsifiers for Directed Graphs

Yibin Zhao

Recent years have seen extensive research on directed graph sparsification. In this work, we initiate the study of fast fully dynamic spectral and cut sparsification algorithms for…

cs.DS2024

Eulerian Graph Sparsification by Effective Resistance Decomposition

Arun Jambulapati, Sushant Sachdeva, Aaron Sidford +2

We provide an algorithm that, given an -vertex -edge Eulerian graph with polynomially bounded weights, computes an -edge $\vare…

cs.DS2023

Better Sparsifiers for Directed Eulerian Graphs

Sushant Sachdeva, Anvith Thudi, Yibin Zhao

Spectral sparsification for directed Eulerian graphs is a key component in the design of fast algorithms for solving directed Laplacian linear systems. Directed Laplacian linear sy…

cs.DS2023★ 6 cited

A Simple and Efficient Parallel Laplacian Solver

Sushant Sachdeva, Yibin Zhao

A symmetric matrix is called a Laplacian if it has nonpositive off-diagonal entries and zero row sums. Since the seminal work of Spielman and Teng (2004) on solving Laplacian linea…