Empowering Autonomous Debugging Agents with Efficient Dynamic Analysis
Fuente:
arXiv
Saved in:
| Main Authors: | Xiang, Jiahong, Xu, Xiaoyang, Chu, Xiaopan, Tian, Hongliang, Zhang, Yuqun |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Evaluating and Improving Automated Repository-Level Rust Issue Resolution with LLM-based Agents
by: Xiang, Jiahong, et al.
Published: (2026)
by: Xiang, Jiahong, et al.
Published: (2026)
How Far Can We Go with Practical Function-Level Program Repair?
by: Xiang, Jiahong, et al.
Published: (2024)
by: Xiang, Jiahong, et al.
Published: (2024)
DebugHarness: Emulating Human Dynamic Debugging for Autonomous Program Repair
by: Sun, Maolin, et al.
Published: (2026)
by: Sun, Maolin, et al.
Published: (2026)
Agent That Debugs: Dynamic State-Guided Vulnerability Repair
by: Liu, Zhengyao, et al.
Published: (2025)
by: Liu, Zhengyao, et al.
Published: (2025)
Timing Analysis Agent: Autonomous Multi-Corner Multi-Mode (MCMM) Timing Debugging with Timing Debug Relation Graph
by: Nainani, Jatin, et al.
Published: (2025)
by: Nainani, Jatin, et al.
Published: (2025)
Tumbling Down the Rabbit Hole: How do Assisting Exploration Strategies Facilitate Grey-box Fuzzing?
by: Wu, Mingyuan, et al.
Published: (2024)
by: Wu, Mingyuan, et al.
Published: (2024)
DebugTA: An LLM-Based Agent for Simplifying Debugging and Teaching in Programming Education
by: Fu, Lingyue, et al.
Published: (2025)
by: Fu, Lingyue, et al.
Published: (2025)
Toward a Better Understanding of Probabilistic Delta Debugging
by: Zhang, Mengxiao, et al.
Published: (2024)
by: Zhang, Mengxiao, et al.
Published: (2024)
WDD: Weighted Delta Debugging
by: Zhou, Xintong, et al.
Published: (2024)
by: Zhou, Xintong, et al.
Published: (2024)
A Systematic Mapping Study on the Debugging of Autonomous Driving Systems
by: Shaw, Nathan, et al.
Published: (2026)
by: Shaw, Nathan, et al.
Published: (2026)
UniDebugger: Hierarchical Multi-Agent Framework for Unified Software Debugging
by: Lee, Cheryl, et al.
Published: (2024)
by: Lee, Cheryl, et al.
Published: (2024)
Towards Adaptive Software Agents for Debugging
by: Majdoub, Yacine, et al.
Published: (2025)
by: Majdoub, Yacine, et al.
Published: (2025)
AgentStepper: Interactive Debugging of Software Development Agents
by: Hutter, Robert, et al.
Published: (2026)
by: Hutter, Robert, et al.
Published: (2026)
Simulated Interactive Debugging
by: Noller, Yannic, et al.
Published: (2025)
by: Noller, Yannic, et al.
Published: (2025)
Debug2Fix: Can Interactive Debugging Help Coding Agents Fix More Bugs?
by: Garg, Spandan, et al.
Published: (2026)
by: Garg, Spandan, et al.
Published: (2026)
Better Debugging: Combining Static Analysis and LLMs for Explainable Crashing Fault Localization
by: Yan, Jiwei, et al.
Published: (2024)
by: Yan, Jiwei, et al.
Published: (2024)
A Systematic Survey on Debugging Techniques for Machine Learning Systems
by: Nguyen, Thanh-Dat, et al.
Published: (2025)
by: Nguyen, Thanh-Dat, et al.
Published: (2025)
DebugRepair: Enhancing LLM-Based Automated Program Repair via Self-Directed Debugging
by: Wu, Linhao, et al.
Published: (2026)
by: Wu, Linhao, et al.
Published: (2026)
BinaryAI: Binary Software Composition Analysis via Intelligent Binary Source Code Matching
by: Jiang, Ling, et al.
Published: (2024)
by: Jiang, Ling, et al.
Published: (2024)
ProDebug: An Automated Debugging System for Prolog
by: Brancas, Ricardo, et al.
Published: (2026)
by: Brancas, Ricardo, et al.
Published: (2026)
SK2Decompile: LLM-based Two-Phase Binary Decompilation from Skeleton to Skin
by: Tan, Hanzhuo, et al.
Published: (2025)
by: Tan, Hanzhuo, et al.
Published: (2025)
Online and Interactive Bayesian Inference Debugging
by: Nussbaumer, Nathanael, et al.
Published: (2025)
by: Nussbaumer, Nathanael, et al.
Published: (2025)
DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems
by: Ma, Ming, et al.
Published: (2025)
by: Ma, Ming, et al.
Published: (2025)
Precise Debugging Benchmark: Is Your Model Debugging or Regenerating?
by: Zhu, Wang Bill, et al.
Published: (2026)
by: Zhu, Wang Bill, et al.
Published: (2026)
Debugging the Debuggers: Failure-Anchored Structured Recovery for Software Engineering Agents
by: Zhao, Chenyu, et al.
Published: (2026)
by: Zhao, Chenyu, et al.
Published: (2026)
CodeAgent: Autonomous Communicative Agents for Code Review
by: Tang, Xunzhu, et al.
Published: (2024)
by: Tang, Xunzhu, et al.
Published: (2024)
Trust Over Fear: How Motivation Framing in System Prompts Affects AI Agent Debugging Depth
by: Ji, Wu
Published: (2026)
by: Ji, Wu
Published: (2026)
rCanary: Detecting Memory Leaks Across Semi-automated Memory Management Boundary in Rust
by: Cui, Mohan, et al.
Published: (2023)
by: Cui, Mohan, et al.
Published: (2023)
The Debugging Decay Index: Rethinking Debugging Strategies for Code LLMs
by: Adnan, Muntasir, et al.
Published: (2025)
by: Adnan, Muntasir, et al.
Published: (2025)
Debugging WebAssembly? Put some Whamm on it!
by: Gilbert, Elizabeth, et al.
Published: (2025)
by: Gilbert, Elizabeth, et al.
Published: (2025)
Locating Buggy Segments in Quantum Program Debugging
by: Sato, Naoto, et al.
Published: (2023)
by: Sato, Naoto, et al.
Published: (2023)
Validity-Preserving Delta Debugging via Generator Trace Reduction
by: Ren, Luyao, et al.
Published: (2024)
by: Ren, Luyao, et al.
Published: (2024)
CircInspect: Integrating Visual Circuit Analysis, Abstraction, and Real-Time Development in Quantum Debugging
by: Khan, Mushahid, et al.
Published: (2025)
by: Khan, Mushahid, et al.
Published: (2025)
DebugBench: Evaluating Debugging Capability of Large Language Models
by: Tian, Runchu, et al.
Published: (2024)
by: Tian, Runchu, et al.
Published: (2024)
Accelerating Delta Debugging through Probabilistic Monotonicity Assessment
by: Tao, Yonggang, et al.
Published: (2025)
by: Tao, Yonggang, et al.
Published: (2025)
Towards Practical and Useful Automated Program Repair for Debugging
by: Xin, Qi, et al.
Published: (2024)
by: Xin, Qi, et al.
Published: (2024)
Debugging with Open-Source Large Language Models: An Evaluation
by: Majdoub, Yacine, et al.
Published: (2024)
by: Majdoub, Yacine, et al.
Published: (2024)
Identifying Video Game Debugging Bottlenecks: An Industry Perspective
by: Gomez, Carlos Pinto, et al.
Published: (2025)
by: Gomez, Carlos Pinto, et al.
Published: (2025)
Analyzing and Debugging Normative Requirements via Satisfiability Checking
by: Feng, Nick, et al.
Published: (2024)
by: Feng, Nick, et al.
Published: (2024)
LLM as an Execution Estimator: Recovering Missing Dependency for Practical Time-travelling Debugging
by: Pei, Yunrui, et al.
Published: (2025)
by: Pei, Yunrui, et al.
Published: (2025)
Similar Items
-
Evaluating and Improving Automated Repository-Level Rust Issue Resolution with LLM-based Agents
by: Xiang, Jiahong, et al.
Published: (2026) -
How Far Can We Go with Practical Function-Level Program Repair?
by: Xiang, Jiahong, et al.
Published: (2024) -
DebugHarness: Emulating Human Dynamic Debugging for Autonomous Program Repair
by: Sun, Maolin, et al.
Published: (2026) -
Agent That Debugs: Dynamic State-Guided Vulnerability Repair
by: Liu, Zhengyao, et al.
Published: (2025) -
Timing Analysis Agent: Autonomous Multi-Corner Multi-Mode (MCMM) Timing Debugging with Timing Debug Relation Graph
by: Nainani, Jatin, et al.
Published: (2025)