CommitDistill: A Lightweight Knowledge-Centric Memory Layer for Software Repositories
Fuente:
arXiv
Saved in:
| Main Authors: | Chukkapalli, Divya, Avula, Thejesh, Aggarwal, Aditya, Singh, Harsimran, Tallanki, Amith |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Mining Software Repositories for Expert Recommendation
by: Marshall, Chad, et al.
Published: (2025)
by: Marshall, Chad, et al.
Published: (2025)
Can LLM Generate Regression Tests for Software Commits?
by: Liu, Jing, et al.
Published: (2025)
by: Liu, Jing, et al.
Published: (2025)
ATime-Consistent Benchmark for Repository-Level Software Engineering Evaluation
by: Xianpeng, et al.
Published: (2026)
by: Xianpeng, et al.
Published: (2026)
Code Researcher: Deep Research Agent for Large Systems Code and Commit History
by: Singh, Ramneet, et al.
Published: (2025)
by: Singh, Ramneet, et al.
Published: (2025)
Toward Scalable Automated Repository-Level Datasets for Software Vulnerability Detection
by: Lbath, Amine
Published: (2026)
by: Lbath, Amine
Published: (2026)
Evaluating Repository-level Software Documentation via Question Answering and Feature-Driven Development
by: Wang, Xinchen, et al.
Published: (2026)
by: Wang, Xinchen, et al.
Published: (2026)
From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents
by: Lindenbauer, Tobias, et al.
Published: (2025)
by: Lindenbauer, Tobias, et al.
Published: (2025)
KADEL: Knowledge-Aware Denoising Learning for Commit Message Generation
by: Tao, Wei, et al.
Published: (2024)
by: Tao, Wei, et al.
Published: (2024)
Embedding Software Intent: Lightweight Java Module Recovery
by: He, Yirui, et al.
Published: (2025)
by: He, Yirui, et al.
Published: (2025)
VulnAgent-X: A Layered Agentic Framework for Repository-Level Vulnerability Detection
by: Meng, Renwei, et al.
Published: (2026)
by: Meng, Renwei, et al.
Published: (2026)
Bug Destiny Prediction in Large Open-Source Software Repositories through Sentiment Analysis and BERT Topic Modeling
by: Pope, Sophie C., et al.
Published: (2025)
by: Pope, Sophie C., et al.
Published: (2025)
From Code-Centric to Intent-Centric Software Engineering: A Reflexive Thematic Analysis of Generative AI, Agentic Systems, and Engineering Accountability
by: De La Cruz, Elyson
Published: (2026)
by: De La Cruz, Elyson
Published: (2026)
Automated Generation of Commit Messages in Software Repositories
by: Palakodeti, Varun Kumar, et al.
Published: (2025)
by: Palakodeti, Varun Kumar, et al.
Published: (2025)
DRAGON: Robust Classification for Very Large Collections of Software Repositories
by: Balla, Stefano, et al.
Published: (2026)
by: Balla, Stefano, et al.
Published: (2026)
Class-Level Code Generation from Natural Language Using Iterative, Tool-Enhanced Reasoning over Repository
by: Deshpande, Ajinkya, et al.
Published: (2024)
by: Deshpande, Ajinkya, et al.
Published: (2024)
Repository-Aware File Path Retrieval via Fine-Tuned LLMs
by: Yanuganti, Vasudha, et al.
Published: (2025)
by: Yanuganti, Vasudha, et al.
Published: (2025)
Lingma SWE-GPT: An Open Development-Process-Centric Language Model for Automated Software Improvement
by: Ma, Yingwei, et al.
Published: (2024)
by: Ma, Yingwei, et al.
Published: (2024)
Process-Centric Analysis of Agentic Software Systems
by: Liu, Shuyang, et al.
Published: (2025)
by: Liu, Shuyang, et al.
Published: (2025)
Structurally Aligned Subtask-Level Memory for Software Engineering Agents
by: Shen, Kangning, et al.
Published: (2026)
by: Shen, Kangning, et al.
Published: (2026)
An Empirical Study of Knowledge Distillation for Code Understanding Tasks
by: Wang, Ruiqi, et al.
Published: (2025)
by: Wang, Ruiqi, et al.
Published: (2025)
RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph
by: Ouyang, Siru, et al.
Published: (2024)
by: Ouyang, Siru, et al.
Published: (2024)
CodeS: Natural Language to Code Repository via Multi-Layer Sketch
by: Zan, Daoguang, et al.
Published: (2024)
by: Zan, Daoguang, et al.
Published: (2024)
MemRepair: Hierarchical Memory for Agentic Repository-Level Vulnerability Repair
by: Liu, Simiao, et al.
Published: (2026)
by: Liu, Simiao, et al.
Published: (2026)
Synergizing LLMs and Knowledge Graphs: A Novel Approach to Software Repository-Related Question Answering
by: Abedu, Samuel, et al.
Published: (2024)
by: Abedu, Samuel, et al.
Published: (2024)
On the Impacts of Contexts on Repository-Level Code Generation
by: Hai, Nam Le, et al.
Published: (2024)
by: Hai, Nam Le, et al.
Published: (2024)
Turning the Tide: Repository-based Code Reflection
by: Zhang, Wei, et al.
Published: (2025)
by: Zhang, Wei, et al.
Published: (2025)
AI-Powered Commit Explorer (APCE)
by: Grees, Yousab, et al.
Published: (2025)
by: Grees, Yousab, et al.
Published: (2025)
CodeFuse-CommitEval: Towards Benchmarking LLM's Power on Commit Message and Code Change Inconsistency Detection
by: Zhang, Qingyu, et al.
Published: (2025)
by: Zhang, Qingyu, et al.
Published: (2025)
Knowledge Lever Risk Management for Software Engineering: A Stochastic Framework for Mitigating Knowledge Loss
by: Chua, Mark, et al.
Published: (2026)
by: Chua, Mark, et al.
Published: (2026)
Agentic AI in 6G Software Businesses: A Layered Maturity Model
by: Zohaib, Muhammad, et al.
Published: (2025)
by: Zohaib, Muhammad, et al.
Published: (2025)
SWE-Spot: Building Small Repo-Experts with Repository-Centric Learning
by: Peng, Jinjun, et al.
Published: (2026)
by: Peng, Jinjun, et al.
Published: (2026)
Automated Benchmark Generation for Repository-Level Coding Tasks
by: Vergopoulos, Konstantinos, et al.
Published: (2025)
by: Vergopoulos, Konstantinos, et al.
Published: (2025)
MASAI: Modular Architecture for Software-engineering AI Agents
by: Arora, Daman, et al.
Published: (2024)
by: Arora, Daman, et al.
Published: (2024)
Commit0: Library Generation from Scratch
by: Zhao, Wenting, et al.
Published: (2024)
by: Zhao, Wenting, et al.
Published: (2024)
REPOFUSE: Repository-Level Code Completion with Fused Dual Context
by: Liang, Ming, et al.
Published: (2024)
by: Liang, Ming, et al.
Published: (2024)
KEEP: A KV-Cache-Centric Memory Management System for Efficient Embodied Planning
by: Yang, Zebin, et al.
Published: (2026)
by: Yang, Zebin, et al.
Published: (2026)
Persistent Cross-Attempt State Optimization for Repository-Level Code Generation
by: Pan, Ruwei, et al.
Published: (2026)
by: Pan, Ruwei, et al.
Published: (2026)
LLM-Assisted Repository-Level Generation with Structured Spec-Driven Engineering
by: Feng, Shuzhao, et al.
Published: (2026)
by: Feng, Shuzhao, et al.
Published: (2026)
Needle in the Repo: A Benchmark for Maintainability in AI-Generated Repository Edits
by: Zhu, Haichao, et al.
Published: (2026)
by: Zhu, Haichao, et al.
Published: (2026)
RepoMirage: Probing Repository Context Reasoning in Code Agents with Perturbations
by: Li, Hanyu, et al.
Published: (2026)
by: Li, Hanyu, et al.
Published: (2026)
Similar Items
-
Mining Software Repositories for Expert Recommendation
by: Marshall, Chad, et al.
Published: (2025) -
Can LLM Generate Regression Tests for Software Commits?
by: Liu, Jing, et al.
Published: (2025) -
ATime-Consistent Benchmark for Repository-Level Software Engineering Evaluation
by: Xianpeng, et al.
Published: (2026) -
Code Researcher: Deep Research Agent for Large Systems Code and Commit History
by: Singh, Ramneet, et al.
Published: (2025) -
Toward Scalable Automated Repository-Level Datasets for Software Vulnerability Detection
by: Lbath, Amine
Published: (2026)