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Congnan Liu

3 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

M2RC-EVAL: Massively Multilingual Repository-level Code Completion Evaluation

ACL 2025long

Repository-level code completion has drawn great attention in software engineering, and several benchmarks have been introduced. However, existing repository-level code completion benchmarks usually focus on a limited number of languages (<5), which cannot evaluate the general code intelligence abil…

2024

DDK: Distilling Domain Knowledge for Efficient Large Language Models

NeurIPS 2024poster

Despite the advanced intelligence abilities of large language models (LLMs) in various applications, they still face significant computational and storage demands. Knowledge Distillation (KD) has emerged as an effective strategy to improve the performance of a smaller LLM (i.e., the student model)…

Cited by 10SourcePDFScholar