most citedExploring the Improvement of Evolutionary Computation via Large Language Models

1 citations · 1 across the 4 of their papers we have counts for

collaborators

7 papers

cs.SE2025

Automatic Syntax Error Repair for Discrete Controller Synthesis using Large Language Model

Yusei Ishimizu, Takuto Yamauchi, Sinan Chen +3

Discrete Controller Synthesis (DCS) is a powerful formal method for automatically generating specifications of discrete event systems. However, its practical adoption is often hind…

cs.SE2025

SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models

Jinyu Cai, Jialong Li, Nianyu Li +3

The rapid iteration cycles of modern live-service games make regression testing indispensable for maintaining quality and stability. However, existing regression testing approaches…

cs.AI2025

Knowledge Graph-enhanced Large Language Model for Incremental Game PlayTesting

Enhong Mu, Jinyu Cai, Yijun Lu +3

The rapid iteration and frequent updates of modern video games pose significant challenges to the efficiency and specificity of testing. Although automated playtesting methods base…

cs.SI2025

Simulation of Language Evolution under Regulated Social Media Platforms: A Synergistic Approach of Large Language Models and Genetic Algorithms

Jinyu Cai, Yusei Ishimizu, Mingyue Zhang +3

Social media platforms frequently impose restrictive policies to moderate user content, prompting the emergence of creative evasion language strategies. This paper presents a multi…

cs.CL2024

Automatic Adaptation Rule Optimization via Large Language Models

Yusei Ishimizu, Jialong Li, Jinglue Xu +3

Rule-based adaptation is a foundational approach to self-adaptation, characterized by its human readability and rapid response. However, building high-performance and robust adapta…

cs.NE2024★ 1 cited

Exploring the Improvement of Evolutionary Computation via Large Language Models

Jinyu Cai, Jinglue Xu, Jialong Li +3

Evolutionary computation (EC), as a powerful optimization algorithm, has been applied across various domains. However, as the complexity of problems increases, the limitations of E…

cs.SI2024

Language Evolution for Evading Social Media Regulation via LLM-based Multi-agent Simulation

Jinyu Cai, Jialong Li, Mingyue Zhang +3

Social media platforms such as Twitter, Reddit, and Sina Weibo play a crucial role in global communication but often encounter strict regulations in geopolitically sensitive region…