Recent advances in fully dynamic graph algorithms–a quick reference guide

K Hanauer, M Henzinger, C Schulz - ACM Journal of Experimental …, 2022 - dl.acm.org
In recent years, significant advances have been made in the design and analysis of fully
dynamic algorithms. However, these theoretical results have received very little attention …

Maximum flow and minimum-cost flow in almost-linear time

L Chen, R Kyng, YP Liu, R Peng… - 2022 IEEE 63rd …, 2022 - ieeexplore.ieee.org
We give an algorithm that computes exact maximum flows and minimum-cost flows on
directed graphs with m edges and polynomially bounded integral demands, costs, and …

A deterministic almost-linear time algorithm for minimum-cost flow

J Van Den Brand, L Chen, R Kyng… - 2023 IEEE 64th …, 2023 - ieeexplore.ieee.org
We give a deterministic m^1+o(1) time algorithm that computes exact maximum flows and
minimum-cost flows on directed graphs with m edges and polynomially bounded integral …

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 …

The expander hierarchy and its applications to dynamic graph algorithms

G Goranci, H Räcke, T Saranurak, Z Tan - … of the 2021 ACM-SIAM Symposium …, 2021 - SIAM
We introduce a notion for hierarchical graph clustering which we call the expander hierarchy
and show a fully dynamic algorithm for maintaining such a hierarchy on a graph with n …

Recent advances in fully dynamic graph algorithms

K Hanauer, M Henzinger, C Schulz - arxiv preprint arxiv:2102.11169, 2021 - arxiv.org
In recent years, significant advances have been made in the design and analysis of fully
dynamic algorithms. However, these theoretical results have received very little attention …

Dynamic algorithms against an adaptive adversary: generic constructions and lower bounds

A Beimel, H Kaplan, Y Mansour, K Nissim… - Proceedings of the 54th …, 2022 - dl.acm.org
Given an input that undergoes a sequence of updates, a dynamic algorithm maintains a
valid solution to some predefined problem at any point in time; the goal is to design an …

Fully-dynamic graph sparsifiers against an adaptive adversary

A Bernstein, J Brand, MP Gutenberg… - arxiv preprint arxiv …, 2020 - arxiv.org
Designing dynamic graph algorithms against an adaptive adversary is a major goal in the
field of dynamic graph algorithms. While a few such algorithms are known for spanning …

On dynamic graph algorithms with predictions

J Brand, S Forster, Y Nazari, A Polak - Proceedings of the 2024 Annual ACM …, 2024 - SIAM
Dynamic algorithms operate on inputs undergoing updates, eg, insertions or deletions of
edges or vertices. After processing each update, the algorithm has to answer queries …

A dynamic shortest paths toolbox: Low-congestion vertex sparsifiers and their applications

R Kyng, S Meierhans, M Probst Gutenberg - Proceedings of the 56th …, 2024 - dl.acm.org
We present a general toolbox, based on new vertex sparsifiers, for designing data structures
to maintain shortest paths in graphs undergoing edge insertions and/or deletions. In …