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09/01/2023
Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair
During Automated Program Repair (APR), it can be challenging to synthesi...
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08/09/2023
Universal Fuzzing via Large Language Models
Fuzzing has achieved tremendous success in discovering bugs and vulnerab...
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05/02/2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation
Program synthesis has been long studied with recent approaches focused o...
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04/04/2023
Large Language Models are Edge-Case Fuzzers: Testing Deep Learning Libraries via FuzzGPT
Deep Learning (DL) library bugs affect downstream DL applications, empha...
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04/01/2023
Keep the Conversation Going: Fixing 162 out of 337 bugs for 0.42 each using ChatGPT
Automated Program Repair (APR) aims to automatically generate patches fo...
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03/18/2023
Revisiting the Plastic Surgery Hypothesis via Large Language Models
Automated Program Repair (APR) aspires to automatically generate patches...
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01/30/2023
Conversational Automated Program Repair
Automated Program Repair (APR) can help developers automatically generat...
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12/30/2022
Fuzzing Deep-Learning Libraries via Large Language Models
Detecting bugs in Deep Learning (DL) libraries is critical for almost al...
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10/25/2022
Practical Program Repair in the Era of Large Pre-trained Language Models
Automated Program Repair (APR) aims to help developers automatically pat...
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07/17/2022