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cs.SE2025
Assessing LLM code generation quality through path planning tasks
Wanyi Chen, Meng-Wen Su, Mary L. Cummings
As LLM-generated code grows in popularity, more evaluation is needed to assess the risks of using such tools, especially for safety-critical applications such as path planning. Exi…
cs.LG2025
To impute or not to impute: How machine learning modelers treat missing data
Wanyi Chen, Mary Cummings
Missing data is prevalent in tabular machine learning (ML) models, and different missing data treatment methods can significantly affect ML model training results. However, little…