Talks

Recorded talks, conference presentations, and tutorials by JWare Lab members.

HumanEvalComm: Benchmarking the Communication Competence of Code Generation for LLMs and LLM Agent Jie “JW” Wu ACM TOSEM 2025, presented at FSE 2026

A benchmark that tests whether code models ask clarifying questions when a programming request is ambiguous, inconsistent, or incomplete.

Paper · Blog post

A Survey on LLM-based Code Generation for Low-Resource and Domain-Specific Programming Languages Jie “JW” Wu ACM TOSEM 2025, presented at FSE 2026

A survey of how LLMs generate code for low-resource and domain-specific languages, and the challenges that set them apart from mainstream languages.

Paper

clinMT: Metamorphic Testing for Clinical ML Models: A Framework Proposal and Pilot Study Jie “JW” Wu AIware 2026

A framework proposal and pilot study on using metamorphic testing to check clinical machine learning models.

Paper


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