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Nexus: Execution-Grounded Multi-Agent Test Oracle Synthesis
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TDFlow: Agentic Workflows for Test Driven Software Engineering
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Wisdom and Delusion of LLM Ensembles for Code Generation and Repair
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Large Language Models for Fault Localization: An Empirical Study
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InspectCoder: Dynamic Analysis-Enabled Self Repair through interactive
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SIADAFIX: issue description response for adaptive program repair
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PathFix: Automated Program Repair with Expected Path
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When "Correct" Is Not Safe: Can We Trust Functionally Correct Patches
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Defects4C: Benchmarking Large Language Model Repair Capability with
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Exploring the Power of Diffusion Large Language Models for Software
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REFINE: Enhancing Program Repair Agents through Context-Aware Patch
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Abstain and Validate: A Dual-LLM Policy for Reducing Noise in Agentic
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Automated Repair of OpenID Connect Programs (Extended Version)
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Towards Speeding up Program Repair with Non-Autoregressive Model
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Red Teaming Program Repair Agents: When Correct Patches can Hide
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BloomAPR: A Bloom's Taxonomy-based Framework for Assessing the
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RelRepair: Enhancing Automated Program Repair by Retrieving Relevant
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RulER: Automated Rule-Based Semantic Error Localization and Repair for
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ATLANTIS: AI-driven Threat Localization, Analysis, and Triage
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RepoDebug: Repository-Level Multi-Task and Multi-Language Debugging
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ReCode: Improving LLM-based Code Repair with Fine-Grained
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