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05/25/2023
Empowering Practical Root Cause Analysis by Large Language Models for Cloud Incidents
Ensuring the reliability and availability of cloud services necessitates...
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04/17/2023
A study on Prompt Design, Advantages and Limitations of ChatGPT for Deep Learning Program Repair
ChatGPT has revolutionized many research and industrial fields. ChatGPT ...
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08/02/2022
MEMO: Coverage-guided Model Generation For Deep Learning Library Testing
Recent deep learning (DL) applications are mostly built on top of DL lib...
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07/14/2022
Attention: Not Just Another Dataset for Patch-Correctness Checking
Automated Program Repair (APR) techniques have drawn wide attention from...
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01/18/2022
STURE: Spatial-Temporal Mutual Representation Learning for Robust Data Association in Online Multi-Object Tracking
Online multi-object tracking (MOT) is a longstanding task for computer v...
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12/06/2021
Fast Test Input Generation for Finding Deviated Behaviors in Compressed Deep Neural Network
Model compression can significantly reduce sizes of deep neural network ...
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09/01/2021
Characterizing and Detecting Configuration Compatibility Issues in Android Apps
XML configuration files are widely used in Android to define an app's us...
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08/24/2021
Characterizing Transaction-Reverting Statements in Ethereum Smart Contracts
Smart contracts are programs running on blockchain to execute transactio...
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12/03/2020
SemMT: A Semantic-based Testing Approach for Machine Translation Systems
Machine translation has wide applications in daily life. In mission-crit...
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06/13/2020
Will Dependency Conflicts Affect My Program's Semantics?
Java projects are often built on top of various third-party libraries. I...
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09/06/2019
Testing Deep Learning Models for Image Analysis Using Object-Relevant Metamorphic Relations
Deep learning models are widely used for image analysis. While they offe...
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06/08/2019
How Different Is It Between Machine-Generated and Developer-Provided Patches? An Empirical Study on The Correct Patches Generated by Automated Program Repair Techniques
Background: Over the years, Automated Program Repair (APR) has attracted...
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12/13/2018
Attention Please: Consider Mockito when Evaluating Newly Proposed Automated Program Repair Techniques
Automated program repair (APR) has attracted widespread attention in rec...
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12/13/2018