Fully dynamic electrical flows: Sparse maxflow faster than Goldberg–Rao

Y Gao, Y Liu, R Peng - SIAM Journal on Computing, 2023 - SIAM
We give an algorithm for computing exact maximum flows on graphs with edges and integer
capacities in the range in time. We use to suppress logarithmic factors in. For sparse graphs …

Universally-Optimal Distributed Shortest Paths and Transshipment via Graph-Based ℓ1-Oblivious Routing

G Zuzic, G Goranci, M Ye, B Haeupler, X Sun - … of the 2022 Annual ACM-SIAM …, 2022 - SIAM
We provide universally-optimal distributed graph algorithms for (1+∊)-approximate shortest
path problems including shortest-path-tree and transshipment. The universal optimality of …

Parallel approximate maximum flows in near-linear work and polylogarithmic depth

A Agarwal, S Khanna, H Li, P Patil, C Wang… - Proceedings of the 2024 …, 2024 - SIAM
We present a parallel algorithm for the (1—ɛ)-approximate maximum flow problem in
capacitated, undirected graphs with n vertices and m edges, achieving O (ɛ-3 polylog n) …

On weighted graph sparsification by linear sketching

Y Chen, S Khanna, H Li - 2022 IEEE 63rd Annual Symposium …, 2022 - ieeexplore.ieee.org
A seminal work of Ahn-Guha-McGregor, PODS'12 showed that one can compute a cut
sparsifier of an unweighted undirected graph by taking a near-linear number of linear …

Nearly optimal communication and query complexity of bipartite matching

J Blikstad, J Van Den Brand, Y Efron… - 2022 IEEE 63rd …, 2022 - ieeexplore.ieee.org
We settle the complexities of the maximum-cardinality bipartite matching problem (BMM) up
to polylogarithmic factors in five models of computation: the two-party communication, AND …

The Laplacian paradigm in the broadcast congested clique

S Forster, T De Vos - Proceedings of the 2022 ACM Symposium on …, 2022 - dl.acm.org
In this paper, we bring the main tools of the Laplacian paradigm to the Broadcast Congested
Clique. We introduce an algorithm to compute spectral sparsifiers in a polylogarithmic …

A Simple and Efficient Parallel Laplacian Solver

S Sachdeva, Y Zhao - Proceedings of the 35th ACM Symposium on …, 2023 - dl.acm.org
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 linear …

Spectral vertex sparsifiers and pair-wise spanners over distributed graphs

C Zhu, Q Liu, J Bi - International Conference on Machine …, 2021 - proceedings.mlr.press
Graph sparsification is a powerful tool to approximate an arbitrary graph and has been used
in machine learning over graphs. As real-world networks are becoming very large and …

Parallel, Distributed, and Quantum Exact Single-Source Shortest Paths with Negative Edge Weights

V Ashvinkumar, A Bernstein, N Cao… - 32nd Annual …, 2024 - research-collection.ethz.ch
This paper presents parallel, distributed, and quantum algorithms for single-source shortest
paths when edges can have negative integer weights (negative-weight SSSP). We show a …

Brief Announcement: The Laplacian Paradigm in Deterministic Congested Clique

S Forster, T De Vos - Proceedings of the 2023 ACM Symposium on …, 2023 - dl.acm.org
In this paper, we bring the techniques of the Laplacian paradigm to the congested clique,
while further restricting ourselves to deterministic algorithms. In particular, we show how to …