activity
20182026
most citedLipschitz Continuous Algorithms for Graph Problems

2 citations · 4 across the 19 of their papers we have counts for

collaborators

27 papers

cs.DS2026

Breaking the barrier for directed hamiltonicity

Tomohiro Koana, Soh Kumabe

We give a randomized algorithm for Directed Hamiltonian Cycle on -vertex directed graphs that runs in time. For general directed graphs, this is the first improv…

cs.DS2026

A Deterministic Polynomial Kernel for Odd Cycle Transversal

Tomohiro Koana, Soh Kumabe

We give a deterministic polynomial kernel for Odd Cycle Transversal, derandomizing the randomized kernel of Kratsch and Wahlström (TALG 2014). Our algorithm uses a deterministic po…

cs.DS2026

High-Multiplicity Bin Packing is FPT

Tomohiro Koana, Soh Kumabe

Bin packing asks whether a collection of items can be packed into at most a given number of bins of a given capacity. We consider the high-multiplicity setting with distinct it…

cs.DS2026

Single-Exponential Algorithms and a Polynomial Kernel for Strong Connectivity Augmentation

Tomohiro Koana, Soh Kumabe

Strong Connectivity Augmentation (SCA) asks whether a directed acyclic graph can be made strongly connected by adding at most prescribed links whose total weight is within a gi…

cs.DS2026

Complexity of induced subgraph isomorphism and maximum common induced subgraph parameterized by cluster vertex deletion number

Tomohiro Koana, Soh Kumabe, Yota Otachi

We study the parameterized complexity of Induced Subgraph Isomorphism (ISI) and Maximum Common Induced Subgraph (MCIS) with respect to the cluster vertex deletion number . For I…

cs.DS2026

A Single-Exponential FPT Algorithm for 2-Vertex-Connectivity Augmentation

Tomohiro Koana, Soh Kumabe

We study restricted-link augmentation to -vertex-connectivity. An instance consists of a graph , possibly disconnected, a set of admissible links on its vertices, integer…

cs.GT2026

Sensitivity and Differential Privacy in Metric Voting with Distortion below Three

Shinsaku Sakaue, Kaito Fujii, Soh Kumabe +1

Voting rules aggregate individual preferences into collective decisions, but the rankings they receive contain only ordinal information. The metric distortion framework studies ord…

cs.DS2026

Kernelization for -Packing Revisited

Tomohiro Koana, Soh Kumabe

\textsc{-Packing} asks whether a graph contains vertex-disjoint copies of a fixed pattern graph . Via the standard reduction to \textsc{-Set Packing}, one obtains…

cs.DS2026

On the Complexity of the Matching Problem of Regular Expressions with Backreferences

Soh Kumabe, Yuya Uezato

ReDoS is a well-known type of algorithmic complexity attack, where an adversary supplies maliciously crafted strings to a regular expression matching engine, aiming to exhaust comp…

cs.DS2025

Quadratic Kernel for Cliques or Trees Vertex Deletion

Soh Kumabe

We consider \textsc{Cliques or Trees Vertex Deletion}, which is a hybrid of two fundamental parameterized problems: \textsc{Cluster Vertex Deletion} and \textsc{Feedback Vertex Set…

cs.DS2025

Courcelle's Theorem for Lipschitz Continuity

Tatsuya Gima, Soh Kumabe, Yuichi Yoshida

Lipschitz continuity of algorithms, introduced by Kumabe and Yoshida (FOCS'23), measures the stability of an algorithm against small input perturbations. Algorithms with small Lips…

cs.DS2024

Max-Distance Sparsification for Diversification and Clustering

Soh Kumabe

Let be a set family that is the solution domain of some combinatorial problem. The \emph{max-min diversification problem on } is the problem to select $k…

cs.DS2024

Average sensitivity of the Knapsack Problem

Soh Kumabe, Yuichi Yoshida

In resource allocation, we often require that the output allocation of an algorithm is stable against input perturbation because frequent reallocation is costly and untrustworthy.…

cs.GT2024

Lipschitz Continuous Allocations for Optimization Games

Soh Kumabe, Yuichi Yoshida

In cooperative game theory, the primary focus is the equitable allocation of payoffs or costs among agents. However, in the practical applications of cooperative games, accurately…

quant-ph2024★ 1 cited

Complexity of graph-state preparation by Clifford circuits

Soh Kumabe, Ryuhei Mori, Yusei Yoshimura

In this work, we study the complexity of graph-state preparation in a general model of quantum algorithms that allows measurements in the computational basis, single-qubit Clifford…

cs.DS2023

Dichotomies for Tree Minor Containment with Structural Parameters

Tatsuya Gima, Soh Kumabe, Kazuhiro Kurita +2

The problem of determining whether a graph contains another graph as a minor, referred to as the minor containment problem, is a fundamental problem in the field of graph a…

cs.DS2023

Lipschitz Continuous Algorithms for Covering Problems

Soh Kumabe, Yuichi Yoshida

Combinatorial algorithms are widely used for decision-making and knowledge discovery, and it is important to ensure that their output remains stable even when subjected to small pe…

cs.DS2022★ 2 cited

Lipschitz Continuous Algorithms for Graph Problems

Soh Kumabe, Yuichi Yoshida

Graph algorithms are widely used for decision making and knowledge discovery. To ensure their effectiveness, it is essential that their output remains stable even when subjected to…

cs.AI2022

Learning General Inventory Management Policy for Large Supply Chain Network

Soh Kumabe, Shinya Shiroshita, Takanori Hayashi +1

Inventory management in warehouses directly affects profits made by manufacturers. Particularly, large manufacturers produce a very large variety of products that are handled by a…

cs.DS2022

Frameworks to Design Approximation Algorithms for Finding Diverse Solutions in Combinatorial Problems

Tesshu Hanaka, Masashi Kiyomi, Yasuaki Kobayashi +4

Finding a \emph{single} best solution is the most common objective in combinatorial optimization problems. However, such a single solution may not be applicable to real-world probl…

cs.DS2021

Average Sensitivity of Dynamic Programming

Soh Kumabe, Yuichi Yoshida

When processing data with uncertainty, it is desirable that the output of the algorithm is stable against small perturbations in the input. Varma and Yoshida [SODA'21] recently for…

cs.DS2020

r-Gathering Problems on Spiders:Hardness, FPT Algorithms, and PTASes

Soh Kumabe, Takanori Maehara

We consider the min-max -gathering problem described as follows: We are given a set of users and facilities in a metric space. We open some of the facilities and assign each use…

cs.DS2020

Interval Query Problem on Cube-free Median Graphs

Soh Kumabe

In this paper, we introduce the \emph{interval query problem} on cube-free median graphs. Let be a cube-free median graph and be a commutative semigroup. For each…

cs.DS2019★ 1 cited

-Gather Clustering and -Gathering on Spider: FPT Algorithms and Hardness

Soh Kumabe, Takanori Maehara

We consider min-max -gather clustering problem and min-max -gathering problem. In the min-max -gather clustering problem, we are given a set of users and divide them into…