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20242026
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cs.DS2026

Improved Algorithms and Lower Bounds for Parametrized Metrical Service Systems

Junhao Gan, Xiao Sun, Seeun William Umboh

We consider the parametrized setting of the classical metrical service system (MSS) problem first studied by Bubeck and Rabani (APPROX/RANDOM 2020). In this setting, the adversary…

cs.DS2026

Online Matching with Size-Based and Convex Delays

Junhao Gan, Xiao Sun, Seeun William Umboh

We study the online min-cost perfect matching with delay (MPMD) problem where requests arrive in a metric space of points. In MPMD, an algorithm can choose to match a reque…

cs.DS2026

A Radius-Sensitive Approximation Algorithm for Connected Submodular Maximization

Philip Cervenjak, Junhao Gan, Naonori Kakimura +2

Connected Submodular Maximization (CSM) is a graph problem with important applications to wireless network deployment, path planning, epidemic outbreaks, and cancer genome studies.…

cs.DS2025

-Round MPC Algorithms for Multi-dimensional Grid Graph Connectivity, EMST and DBSCAN

Junhao Gan, Anthony Wirth, Zhuo Zhang

In this paper, we investigate three fundamental problems in the Massively Parallel Computation (MPC) model: (i) grid graph connectivity, (ii) approximate Euclidean Minimum Spanning…

cs.DS2024

Optimal bounds on a tree inference algorithm

Jack Gardiner, Lachlan L. H. Andrew, Junhao Gan +2

This paper tightens the best known analysis of Hein's 1989 algorithm to infer the topology of a weighted tree based on the lengths of paths between its leaves. It shows that the nu…

cs.DS2024

Optimal Dynamic Parameterized Subset Sampling

Junhao Gan, Seeun William Umboh, Hanzhi Wang +2

In this paper, we study the Dynamic Parameterized Subset Sampling (DPSS) problem in the Word RAM model. In DPSS, the input is a set,~, of~ items, where each item,~, has a…