On some fine-grained questions in algorithms and complexity

VV Williams - Proceedings of the international congress of …, 2018 - World Scientific
In recent years, a new “fine-grained” theory of computational hardness has been developed,
based on “fine-grained reductions” that focus on exact running times for problems …

Removing additive structure in 3sum-based reductions

C **, Y Xu - Proceedings of the 55th Annual ACM Symposium on …, 2023 - dl.acm.org
Our work explores the hardness of 3SUM instances without certain additive structures, and
its applications. As our main technical result, we show that solving 3SUM on a size-n integer …

Collapsing the hierarchy of compressed data structures: Suffix arrays in optimal compressed space

D Kempa, T Kociumaka - 2023 IEEE 64th Annual Symposium …, 2023 - ieeexplore.ieee.org
The last two decades have witnessed a dramatic increase in the amount of highly repetitive
datasets consisting of sequential data (strings, texts). Processing these massive amounts of …

[PDF][PDF] New graph decompositions and combinatorial boolean matrix multiplication algorithms

A Abboud, N Fischer, Z Kelley, S Lovett… - Proceedings of the 56th …, 2024 - dl.acm.org
We revisit the fundamental Boolean Matrix Multiplication (BMM) problem. With the invention
of algebraic fast matrix multiplication over 50 years ago, it also became known that BMM can …

Faster approximate pattern matching: A unified approach

P Charalampopoulos, T Kociumaka… - 2020 IEEE 61st …, 2020 - ieeexplore.ieee.org
In the approximate pattern matching problem, given a text T, a pattern P, and a threshold k,
the task is to find (the starting positions of) all substrings of T that are at distance at most k …

More consequences of falsifying SETH and the orthogonal vectors conjecture

A Abboud, K Bringmann, H Dell… - Proceedings of the 50th …, 2018 - dl.acm.org
The Strong Exponential Time Hypothesis and the OV-conjecture are two popular hardness
assumptions used to prove a plethora of lower bounds, especially in the realm of polynomial …

On near-linear-time algorithms for dense subset sum

K Bringmann, P Wellnitz - Proceedings of the 2021 ACM-SIAM Symposium on …, 2021 - SIAM
In the Subset Sum problem we are given a set of n positive integers X and a target t and are
asked whether some subset of X sums to t. Natural parameters for this problem that have …

How compression and approximation affect efficiency in string distance measures

A Ganesh, T Kociumaka, A Lincoln, B Saha - … of the 2022 Annual ACM-SIAM …, 2022 - SIAM
Real-world data often comes in compressed form. Analyzing compressed data directly
(without first decompressing it) can save space and time by orders of magnitude. In this …

The NFA acceptance hypothesis: Non-combinatorial and dynamic lower bounds

K Bringmann, A Grønlund, M Künnemann… - …, 2024 - theoretics.episciences.org
We pose the fine-grained hardness hypothesis that the textbook algorithm for the NFA
Acceptance problem is optimal up to subpolynomial factors, even for dense NFAs and fixed …

Rethinking the Expressiveness of GNNs: A Computational Model Perspective

G Cui, Z Wei, HH Su - arxiv preprint arxiv:2410.01308, 2024 - arxiv.org
Graph Neural Networks (GNNs) are extensively employed in graph machine learning, with
considerable research focusing on their expressiveness. Current studies often assess GNN …