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JinKe

2 accepted papers

2026

From Diagrams to Code: Multilingual Programming with Visual Design

ICML 2026poster

In modern software development, particularly in emerging ``vibe coding'' paradigms, project implementation increasingly begins with visual interactions between users and AI coding assistants, where system architectures are communicated through visual designs before coding. This visual-first approach…

Cited by 0SourceScholar
2025

McEval: Massively Multilingual Code Evaluation

ICLR 2025poster

Code large language models (LLMs) have shown remarkable advances in code understanding, completion, and generation tasks. Programming benchmarks, comprised of a selection of code challenges and corresponding test cases, serve as a standard to evaluate the capability of different LLMs in such tasks.…