Cover Image

Automating Android Build Repair: Bridging the Reasoning-Execution Gap in LLM Agents with Domain-Specific Tools

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Son, Ha Min, Ren, Huan, Liu, Xin, Zhao, Zhe
Format:	Preprint
Published:	2025
Subjects:	Software Engineering Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Project Prometheus: Bridging the Intent Gap in Agentic Program Repair via Reverse-Engineered Executable Specifications
by: Wang, Yongchao, et al.
Published: (2026)

AutoDroid: LLM-powered Task Automation in Android
by: Wen, Hao, et al.
Published: (2023)

Vul-R2: A Reasoning LLM for Automated Vulnerability Repair
by: Wen, Xin-Cheng, et al.
Published: (2025)

SolidCoder: Bridging the Mental-Reality Gap in LLM Code Generation through Concrete Execution
by: Lee, Woojin, et al.
Published: (2026)

DynamicsLLM: a Dynamic Analysis-based Tool for Generating Intelligent Execution Traces Using LLMs to Detect Android Behavioural Code Smells
by: Cherief, Houcine Abdelkader, et al.
Published: (2026)

Repairing Tool Calls Using Post-tool Execution Reflection and RAG
by: Tsay, Jason, et al.
Published: (2025)

Automated Repair of Resource Leaks in Android Applications
by: Bhatt, Bhargav Nagaraja, et al.
Published: (2020)

RepairAgent: An Autonomous, LLM-Based Agent for Program Repair
by: Bouzenia, Islem, et al.
Published: (2024)

DynaFix: Iterative Automated Program Repair Driven by Execution-Level Dynamic Information
by: Huang, Zhili, et al.
Published: (2025)

ToolFuzz -- Automated Agent Tool Testing
by: Milev, Ivan, et al.
Published: (2025)

Collaborative Agents for Automated Program Repair in Ruby
by: Akbarpour, Nikta, et al.
Published: (2025)

DroidBot-GPT: GPT-powered UI Automation for Android
by: Wen, Hao, et al.
Published: (2023)

MergeRepair: An Exploratory Study on Merging Task-Specific Adapters in Code LLMs for Automated Program Repair
by: Dehghan, Meghdad, et al.
Published: (2024)

ToolPRMBench: Evaluating and Advancing Process Reward Models for Tool-using Agents
by: Li, Dawei, et al.
Published: (2026)

DomAgent: Leveraging Knowledge Graphs and Case-Based Reasoning for Domain-Specific Code Generation
by: Wang, Shuai, et al.
Published: (2026)

An LLM-as-Judge Metric for Bridging the Gap with Human Evaluation in SE Tasks
by: Zhou, Xin, et al.
Published: (2025)

Enhancing Automated Program Repair with Solution Design
by: Zhao, Jiuang, et al.
Published: (2024)

FlowMind: Execute-Summarize for Structured Workflow Generation from LLM Reasoning
by: Liu, Yihao, et al.
Published: (2026)

LogICL: Distilling LLM Reasoning to Bridge the Semantic Gap in Cross-Domain Log Anomaly Detection
by: Ye, Jingwei, et al.
Published: (2025)

Z-Space: A Multi-Agent Tool Orchestration Framework for Enterprise-Grade LLM Automation
by: He, Qingsong, et al.
Published: (2025)

4D-ARE: Bridging the Attribution Gap in LLM Agent Requirements Engineering
by: Yu, Bo, et al.
Published: (2026)

TransAgent: Enhancing LLM-Based Code Translation via Fine-Grained Execution Alignment
by: Yuan, Zhiqiang, et al.
Published: (2024)

SecureFixAgent: A Hybrid LLM Agent for Automated Python Static Vulnerability Repair
by: Gajjar, Jugal, et al.
Published: (2025)

BoostAPR: Boosting Automated Program Repair via Execution-Grounded Reinforcement Learning with Dual Reward Models
by: Li, Yuanhao, et al.
Published: (2026)

An Executable Benchmarking Suite for Tool-Using Agents
by: Zhong, Zhiqing, et al.
Published: (2026)

Breaking Android with AI: A Deep Dive into LLM-Powered Exploitation
by: Perera, Wanni Vidulige Ishan, et al.
Published: (2025)

iPanda: An LLM-based Agent for Automated Conformance Testing of Communication Protocols
by: Sun, Xikai, et al.
Published: (2025)

AgentForge: Execution-Grounded Multi-Agent LLM Framework for Autonomous Software Engineering
by: Kumar, Rajesh, et al.
Published: (2026)

Understanding Automated Program Repair Agents Through the Lens of Traceability: An Empirical Study
by: Ceka, Ira, et al.
Published: (2025)

VulKey: Automated Vulnerability Repair Guided by Domain-Specific Repair Patterns
by: Li, Jia, et al.
Published: (2026)

LLM-CompDroid: Repairing Configuration Compatibility Bugs in Android Apps with Pre-trained Large Language Models
by: Liu, Zhijie, et al.
Published: (2024)

Towards Structured, State-Aware, and Execution-Grounded Reasoning for Software Engineering Agents
by: Tse-Hsun, et al.
Published: (2026)

AI2Apps: A Visual IDE for Building LLM-based AI Agent Applications
by: Pang, Xin, et al.
Published: (2024)

Specification Vibing for Automated Program Repair
by: Zhu, Taohong, et al.
Published: (2026)

RisConFix: LLM-based Automated Repair of Risk-Prone Drone Configurations
by: Han, Liping, et al.
Published: (2025)

You Name It, I Run It: An LLM Agent to Execute Tests of Arbitrary Projects
by: Bouzenia, Islem, et al.
Published: (2024)

From Defects to Demands: A Unified, Iterative, and Heuristically Guided LLM-Based Framework for Automated Software Repair and Requirement Realization
by: Alex, et al.
Published: (2024)

BugRepro: Enhancing Android Bug Reproduction with Domain-Specific Knowledge Integration
by: Yin, Hongrong, et al.
Published: (2025)

Evolving Excellence: Automated Optimization of LLM-based Agents
by: Brookes, Paul, et al.
Published: (2025)

HyClone: Bridging LLM Understanding and Dynamic Execution for Semantic Code Clone Detection
by: Liang, Yunhao, et al.
Published: (2025)