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Merge pull request #19 from aashishyadavally/patch-1
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Add papers on predictive static and dynamic slicing from OOPSLA'24 an…
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mir-am authored Mar 28, 2024
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Expand Up @@ -497,10 +497,11 @@ Please feel free to send a pull request to add papers and relevant content that
- **Unsupervised Translation of Programming Languages** (2020), arxiv 2020, Lachaux, Marie-Anne et al. [[pdf]](https://arxiv.org/abs/2006.03511)

## Program Analysis

- **Predictive Program Slicing via Execution Knowledge-Guided Dynamic Dependence Learning** (2024), FSE'24, Yadavally, Aashish, et al. [[pdf]](https://aashishyadavally.github.io/assets/pdf/pub-fse2024.pdf)
- **A Learning-Based Approach to Static Program Slicing** (2024), OOPSLA'24, Yadavally, Aashish, et al. [[pdf]](https://aashishyadavally.github.io/assets/pdf/pub-oopsla2024.pdf)[[code]](https://github.com/aashishyadavally/ns-slicer)
- **On the Effectiveness of Machine Learning-based Call Graph Pruning: An Empirical Study** (2024), MSR'24, Mir, Amir et al. [[pdf]](https://arxiv.org/pdf/2402.07294)
- **Static Code Analysis in the AI Era: An In-depth Exploration of the Concept, Function, and Potential of Intelligent Code Analysis** (2023), arxiv, Fan, Gang, et al. [[pdf]](https://arxiv.org/pdf/2310.08837)
- **(Partial) Program Dependence Analysis** (2023), ICSE'23, Yadavally, Aashish, et al. [[pdf]](https://aashishyadavally.github.io/files/C5.pdf)[[code]](https://github.com/aashishyadavally/NeuralPDA/)
- **(Partial) Program Dependence Analysis** (2023), ICSE'23, Yadavally, Aashish, et al. [[pdf]](https://aashishyadavally.github.io/assets/pdf/pub-icse2023-(1).pdf)[[code]](https://github.com/aashishyadavally/NeuralPDA/)
- **Precise Data-Driven Approximation for Program Analysis via Fuzzing** (2023), ASE'23, Parasaram, Nikhil, et al. [[pdf]](https://mechtaev.com/files/ase23.pdf)
- **The Hitchhiker’s Guide to Program Analysis: A Journey with Large Language Models** (2023), arxiv, Li, Haonan, et al. [[pdf]](https://arxiv.org/pdf/2308.00245)
- **AutoPruner: Transformer-Based Call Graph Pruning** (2022), FSE'22, Le-Cong, Thanh, et al. [[pdf]](https://arxiv.org/pdf/2209.03230)[[code]](https://github.com/soarsmu/AutoPruner/)
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