DepRadar: Agentic Coordination for Context Aware Defect Impact Analysis in Deep Learning Libraries
Fuente:
arXiv
Saved in:
| Main Authors: | Gao, Yi, Hu, Xing, Xu, Tongtong, Zhao, Jiali, Yang, Xiaohu, Xia, Xin |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Rule-Based Approach for UI Migration from Android to iOS
by: Gao, Yi, et al.
Published: (2024)
by: Gao, Yi, et al.
Published: (2024)
Automated Unit Test Refactoring
by: Gao, Yi, et al.
Published: (2024)
by: Gao, Yi, et al.
Published: (2024)
CATCODER: Repository-Level Code Generation with Relevant Code and Type Context
by: Pan, Zhiyuan, et al.
Published: (2024)
by: Pan, Zhiyuan, et al.
Published: (2024)
Vulnerability-Triggering Test Case Generation from Third-Party Libraries
by: Gao, Yi, et al.
Published: (2024)
by: Gao, Yi, et al.
Published: (2024)
Generating Mitigations for Downstream Projects to Neutralize Upstream Library Vulnerability
by: Chen, Zirui, et al.
Published: (2025)
by: Chen, Zirui, et al.
Published: (2025)
DepsRAG: Towards Agentic Reasoning and Planning for Software Dependency Management
by: Alhanahnah, Mohannad, et al.
Published: (2024)
by: Alhanahnah, Mohannad, et al.
Published: (2024)
Actionable Warning Is Not Enough: Recommending Valid Actionable Warnings with Weak Supervision
by: Xue, Zhipeng, et al.
Published: (2025)
by: Xue, Zhipeng, et al.
Published: (2025)
CREME: Robustness Enhancement of Code LLMs via Layer-Aware Model Editing
by: Liu, Shuhan, et al.
Published: (2025)
by: Liu, Shuhan, et al.
Published: (2025)
Every Maintenance Has Its Exemplar: The Future of Software Maintenance through Migration
by: Chen, Zirui, et al.
Published: (2026)
by: Chen, Zirui, et al.
Published: (2026)
Diffploit: Facilitating Cross-Version Exploit Migration for Open Source Library Vulnerabilities
by: Chen, Zirui, et al.
Published: (2025)
by: Chen, Zirui, et al.
Published: (2025)
LLM-Powered Silent Bug Fuzzing in Deep Learning Libraries via Versatile and Controlled Bug Transfer
by: Zhang, Kunpeng, et al.
Published: (2026)
by: Zhang, Kunpeng, et al.
Published: (2026)
A Benchmark for Evaluating Repository-Level Code Agents with Intermediate Reasoning on Feature Addition Task
by: Liu, Shuhan, et al.
Published: (2026)
by: Liu, Shuhan, et al.
Published: (2026)
Re-Evaluating Code LLM Benchmarks Under Semantic Mutation
by: Pan, Zhiyuan, et al.
Published: (2025)
by: Pan, Zhiyuan, et al.
Published: (2025)
A Large-scale Empirical Study on the Generalizability of Disclosed Java Library Vulnerability Exploits
by: Chen, Zirui, et al.
Published: (2026)
by: Chen, Zirui, et al.
Published: (2026)
An Empirical Study of Vulnerable Package Dependencies in LLM Repositories
by: Liu, Shuhan, et al.
Published: (2025)
by: Liu, Shuhan, et al.
Published: (2025)
Pre-training by Predicting Program Dependencies for Vulnerability Analysis Tasks
by: Liu, Zhongxin, et al.
Published: (2024)
by: Liu, Zhongxin, et al.
Published: (2024)
Automating TODO-missed Methods Detection and Patching
by: Gao, Zhipeng, et al.
Published: (2024)
by: Gao, Zhipeng, et al.
Published: (2024)
ActRef: Enhancing the Understanding of Python Code Refactoring with Action-Based Analysis
by: Wang, Siqi, et al.
Published: (2025)
by: Wang, Siqi, et al.
Published: (2025)
The Current Challenges of Software Engineering in the Era of Large Language Models
by: Gao, Cuiyun, et al.
Published: (2024)
by: Gao, Cuiyun, et al.
Published: (2024)
PPT4J: Patch Presence Test for Java Binaries
by: Pan, Zhiyuan, et al.
Published: (2023)
by: Pan, Zhiyuan, et al.
Published: (2023)
Reasoning Efficiently Through Adaptive Chain-of-Thought Compression: A Self-Optimizing Framework
by: Huang, Kerui, et al.
Published: (2025)
by: Huang, Kerui, et al.
Published: (2025)
Everything is Context: Agentic File System Abstraction for Context Engineering
by: Xu, Xiwei, et al.
Published: (2025)
by: Xu, Xiwei, et al.
Published: (2025)
SmartDoc: A Context-Aware Agentic Method Comment Generation Plugin
by: Etemadi, Vahid, et al.
Published: (2025)
by: Etemadi, Vahid, et al.
Published: (2025)
Refactoring Deep Learning Code: A Study of Practices and Unsatisfied Tool Needs
by: Wang, Siqi, et al.
Published: (2024)
by: Wang, Siqi, et al.
Published: (2024)
From Illusion to Insight: Change-Aware File-Level Software Defect Prediction Using Agentic AI
by: Hesamolhokama, Mohsen, et al.
Published: (2025)
by: Hesamolhokama, Mohsen, et al.
Published: (2025)
Easy over Hard: A Simple Baseline for Test Failures Causes Prediction
by: Gao, Zhipeng, et al.
Published: (2024)
by: Gao, Zhipeng, et al.
Published: (2024)
On the Replicability and Reproducibility of Deep Learning in Software Engineering
by: Liu, Chao, et al.
Published: (2020)
by: Liu, Chao, et al.
Published: (2020)
Ensemble Fuzzing with Dynamic Resource Scheduling and Multidimensional Seed Evaluation
by: Zhao, Yukai, et al.
Published: (2025)
by: Zhao, Yukai, et al.
Published: (2025)
BioDefect: The First Dataset for Defect Detection in Bioinformatics Software
by: Xu, Tianxiang, et al.
Published: (2026)
by: Xu, Tianxiang, et al.
Published: (2026)
What You See Is What You Get: Attention-based Self-guided Automatic Unit Test Generation
by: Yin, Xin, et al.
Published: (2024)
by: Yin, Xin, et al.
Published: (2024)
Verify Implementation Equivalence of Large Models
by: Zhan, Qi, et al.
Published: (2026)
by: Zhan, Qi, et al.
Published: (2026)
An Empirical Study of Speculative Decoding on Software Engineering Tasks
by: Li, Yijia, et al.
Published: (2026)
by: Li, Yijia, et al.
Published: (2026)
Automating Comment Generation for Smart Contract from Bytecode
by: Xiang, Jianhang, et al.
Published: (2025)
by: Xiang, Jianhang, et al.
Published: (2025)
SelfPiCo: Self-Guided Partial Code Execution with LLMs
by: Xue, Zhipeng, et al.
Published: (2024)
by: Xue, Zhipeng, et al.
Published: (2024)
Clean Code, Better Models: Enhancing LLM Performance with Smell-Cleaned Dataset
by: Xue, Zhipeng, et al.
Published: (2025)
by: Xue, Zhipeng, et al.
Published: (2025)
Context-Aware Fuzzing for Robustness Enhancement of Deep Learning Models
by: Wang, Haipeng, et al.
Published: (2024)
by: Wang, Haipeng, et al.
Published: (2024)
Triggering and Detecting Exploitable Library Vulnerability from the Client by Directed Greybox Fuzzing
by: Zhao, Yukai, et al.
Published: (2026)
by: Zhao, Yukai, et al.
Published: (2026)
Enhancing LLM's Ability to Generate More Repository-Aware Unit Tests Through Precise Contextual Information Injection
by: Yin, Xin, et al.
Published: (2025)
by: Yin, Xin, et al.
Published: (2025)
Exploiting LLM Agent Supply Chains via Payload-less Skills
by: Liu, Xinyu, et al.
Published: (2026)
by: Liu, Xinyu, et al.
Published: (2026)
HFuzzer: Testing Large Language Models for Package Hallucinations via Phrase-based Fuzzing
by: Zhao, Yukai, et al.
Published: (2025)
by: Zhao, Yukai, et al.
Published: (2025)
Similar Items
-
A Rule-Based Approach for UI Migration from Android to iOS
by: Gao, Yi, et al.
Published: (2024) -
Automated Unit Test Refactoring
by: Gao, Yi, et al.
Published: (2024) -
CATCODER: Repository-Level Code Generation with Relevant Code and Type Context
by: Pan, Zhiyuan, et al.
Published: (2024) -
Vulnerability-Triggering Test Case Generation from Third-Party Libraries
by: Gao, Yi, et al.
Published: (2024) -
Generating Mitigations for Downstream Projects to Neutralize Upstream Library Vulnerability
by: Chen, Zirui, et al.
Published: (2025)