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Code for paper "Self-Directed Online Machine Learning for Topology Optimization"
[EMNLP 2022] Training Language Models with Memory Augmentation https://arxiv.org/abs/2205.12674
A two layer perceptron implemented in MatLab to recognize handwritten digits based on the MNIST dataset.
This is offical implement of Automated Program Repair with Process-based Feedback.
LSTM Prediction for time series data (jean sales data set) using matlab
Vision Transformer-Inspired Automated Vulnerability Repair
Open-source code analysis platform for C/C++/Java/Binary/Javascript/Python/Kotlin based on code property graphs. Discord https://discord.gg/vv4MH284Hc
[SANER 2023] MixCode: Enhancing Code Classification by Mixup-Based Data Augmentation
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
Repository for the paper "Large Language Model-Based Agents for Software Engineering: A Survey". Keep updating.
Neural Program Repair with Execution-based Backpropagation http://arxiv.org/pdf/2105.04123
For our ISSTA20 paper "CoCoNuT: Combining Context-Aware Neural Translation Models using Ensemble for Program Repair" by Thibaud Lutellier, Hung Viet Pham, Lawrence Pang, Yitong Li, Moshi Wei and Li…
ITER: Iterative Neural Repair for Multi-Location Patches, ICSE 2024, http://arxiv.org/pdf/2304.12015
[SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"
[TOSEM 2023] A Survey of Learning-based Automated Program Repair
A Systematic Literature Review on Large Language Models for Automated Program Repair
Repilot, a patch generation tool introduced in the ESEC/FSE'23 paper "Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair"
A Database of Real Faults and an Experimental Infrastructure to Enable Controlled Experiments in Software Engineering Research