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Junwen Ding

5 accepted papers

2026

An Adaptive Configuration-Aware Simulated Annealing for the Maximally Diverse Grouping Problem

AAAI 2026technical

The maximally diverse grouping problem (MDGP) seeks to partition the vertices of a complete graph into a fixed number of groups under capacity constraints, maximizing the sum of edge weights within each group. MDGP is an NP-hard combinatorial optimization problem and has wide real-world applications

Cited by 0SourcePDFScholar
2025

A Weighted-Based Fast Local Search for α-Neighbor p-Center Problem

IJCAI 2025

The α-neighbor p-center problem (α-pCP) is an extension of the classical p-center problem. It aims to select p centers from a set of candidate centers to minimize the maximum distance between any client and its α service centers. In this paper, we propose a weighting-based fast local search algorith

Cited by 0SourcePDFScholar
2025

An Elite-guided Weighted Simulated Annealing Algorithm for the Clique Partitioning Problem

AAAI 2025technical

The clique partitioning problem (CPP) aims to find a partition of vertices of a complete graph in order to maximize the sum of edge weights within each partition (clique), which has been proven to be NP-hard and has wide real-world applications. In this paper, we propose an elite-guided weighted sim…

2025

NS4S: Neighborhood Search for Scheduling Problems Via Large Language Models

IJCAI 2025

Large Language Models (LLMs) have emerged as a promising technology for solving combinatorial optimization problems. However, their direct application to scheduling problems remains limited due to the inherent complexity of these problems. This paper proposes an LLMs-based neighborhood search method

2024

A Swap Relaxation-Based Local Search for the Latin Square Completion Problem

IJCAI 2024poster

The Latin square completion (LSC) problem aims to assign n symbols to the empty cells of a partially filled Latin square such that in each row and each column, each symbol appears exactly once. In this paper, we propose a swap relaxation-based fast local search algorithm called SRLS for solving the…