Detecting AI-Generated Code Assignments Using Perplexity of Large Language Models Z Xu, VS Sheng Proceedings of the AAAI Conference on Artificial Intelligence 38 (21), 23155 …, 2024 | 12 | 2024 |
ChatGPT-Generated Code Assignment Detection Using Perplexity of Large Language Models (Student Abstract) Z Xu, R Xu, VS Sheng Proceedings of the AAAI Conference on Artificial Intelligence 38 (21), 23688 …, 2024 | 3 | 2024 |
Logic Error Localization in Student Programming Assignments Using Pseudocode and Graph Neural Networks Z Xu, K Zhang, VS Sheng arXiv preprint arXiv:2410.21282, 2024 | | 2024 |
LecPrompt: A Prompt-based Approach for Logical Error Correction with CodeBERT Z Xu, VS Sheng arXiv preprint arXiv:2410.08241, 2024 | | 2024 |
FreqMark: Frequency-Based Watermark for Sentence-Level Detection of LLM-Generated Text Z Xu, K Zhang, VS Sheng arXiv preprint arXiv:2410.10876, 2024 | | 2024 |
Signal Watermark on Large Language Models Z Xu, VS Sheng arXiv preprint arXiv:2410.06545, 2024 | | 2024 |
Multi-Task Program Error Repair and Explanatory Diagnosis Z Xu, VS Sheng arXiv preprint arXiv:2410.07271, 2024 | | 2024 |
Towards Minimal Edits in Automated Program Repair: A Hybrid Framework Integrating Graph Neural Networks and Large Language Models Z Xu, VS Sheng International Conference on Artificial Neural Networks, 402-416, 2024 | | 2024 |
Beyond Binary Classification: Customizable Text Watermark on Large Language Models Z Xu, R Xu, VS Sheng 2024 International Joint Conference on Neural Networks (IJCNN), 1-8, 2024 | | 2024 |
Bridging the Gap between Source Code and Requirements Using GPT (Student Abstract) R Xu, Z Xu, G Li, VS Sheng Proceedings of the AAAI Conference on Artificial Intelligence 38 (21), 23686 …, 2024 | | 2024 |
Enhancing Logic Error Detection Through Program Pseudocodes Z Xu, VS Sheng 2023 30th Asia-Pacific Software Engineering Conference (APSEC), 643-644, 2023 | | 2023 |
Logic error localization and correction with machine learning (student abstract) Z Xu, K Lu, VS Sheng Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 16372 …, 2023 | | 2023 |