Author

Yu-Jun Sun

2 papers indexed here

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Review Sep 2026

Composable Visualization of High-Dimensional Biological Data with ggalign.

ggalign is an R/CRAN package for creating flexible and composable multi-panel data visualizations. The package extends the ggplot2 grammar of graphics by introducing an integrative framework that supports both data-free and data-aware composition. After five years of continuous development, ggalign has evolved into a c...

Wan-Yi Liu, Jia Ding, Yu-Jun Sun et al. · Current Protocols · 0 citations

#artificial intelligence Review Feb 2026

ReLoop: Structured Modeling and Behavioral Verification for Reliable LLM-Based Optimization

Large language models (LLMs) can translate natural-language problem descriptions into optimization code, but the code is prone to silent failures: it executes and returns a solver-feasible solution while encoding a semantically incorrect formulation. On compositional problems, the resulting feasibility-correctness gap...

Junbo Jacob Lian, Yu-Jun Sun, Hui-Ling Chen et al. · arXiv.org · 9 citations · ⚡2