5 citations · 8 across the 11 of their papers we have counts for
4 papers · 1 filter
Static Program Slicing Using Language Models With Dataflow-Aware Pretraining and Constrained Decoding
Pengfei He, Shaowei Wang, Tse-Hsun Chen +1
Static program slicing is a fundamental software engineering technique for isolating code relevant to specific variables. While recent learning-based approaches using language mode…
CI-Repair-Bench: A Repository-Aware Benchmark for Automated Patch Validation via CI Workflows
Rabeya Khatun Muna, Md Nakhla Rafi, Tse-Hsun +1
Continuous Integration (CI) enforces repository-level correctness through multi-stage workflows and is central to modern software development, yet diagnosing and repairing CI failu…
When LLMs Lag Behind: Knowledge Conflicts from Evolving APIs in Code Generation
Ahmed Nusayer Ashik, Shaowei Wang, Tse-Hsun Chen +2
The rapid evolution of software libraries creates a significant challenge for Large Language Models (LLMs), whose static parametric knowledge often becomes stale post-training. Whi…
A Survey of Code Review Benchmarks and Evaluation Practices in Pre-LLM and LLM Era
Taufiqul Islam Khan, Shaowei Wang, Haoxiang Zhang +1
Code review is a critical practice in modern software engineering, helping developers detect defects early, improve code quality, and facilitate knowledge sharing. With the rapid a…