13 citations · 26 across the 6 of their papers we have counts for
7 papers
Kozuchi Agent: A Language-Agnostic Open-Weight Agent for Software Repair
Mehdi Bahrami, Kosaku Kimura, Satoshi Munakata +24
Industrial software-engineering teams increasingly need LLM agents that turn bug reports into correct patches, yet benchmark-scale operation adds long horizons, tool-use discipline…
A Study on the Impact of Fault localization Granularity for Repository-Scale Code Repair Tasks
Joseph Townsend, Chandresh Pravin, Kwun Ho Ngan +1
Automatic program repair can be a challenging task, especially when resolving complex issues at a repository-level, which often involves issue reproduction, fault localization, cod…
Fast instance-specific algorithm configuration with graph neural network
Shingo Aihara, Matthieu Parizy
Combinatorial optimization (CO) problems are pivotal across various industrial applications, where the speed of solving these problems is crucial. Improving the performance of CO s…
Applying Ising Machines to Multi-objective QUBOs
Mayowa Ayodele, Richard Allmendinger, Manuel López-Ibáñez +2
Multi-objective optimisation problems involve finding solutions with varying trade-offs between multiple and often conflicting objectives. Ising machines are physical devices that…
Fast Hyperparameter Tuning for Ising Machines
Matthieu Parizy, Norihiro Kakuko, Nozomu Togawa
In this paper, we propose a novel technique to accelerate Ising machines hyperparameter tuning. Firstly, we define Ising machine performance and explain the goal of hyperparameter…
A Study of Scalarisation Techniques for Multi-Objective QUBO Solving
Mayowa Ayodele, Richard Allmendinger, Manuel López-Ibáñez +1
In recent years, there has been significant research interest in solving Quadratic Unconstrained Binary Optimisation (QUBO) problems. Physics-inspired optimisation algorithms have…
Multi-objective QUBO Solver: Bi-objective Quadratic Assignment
Mayowa Ayodele, Richard Allmendinger, Manuel López-Ibáñez +1
Quantum and quantum-inspired optimisation algorithms are designed to solve problems represented in binary, quadratic and unconstrained form. Combinatorial optimisation problems are…