Author

Daming Li

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Book Open access Jul 2026

Context-Aware Feedback Compression in Online Judge Programming with LLMs

This work instantiates budgeted oracle-to-hint compression in online judge (OJ) style algorithmic programming as a modular interactive agent that couples an LLM core with a sandboxed judger, a feedback-to-hint prompt constructor, and trajectory memory.

Jialiang Gu, Keren Zhou, Daming Li et al. · SIGSOFT FSE Companion · 2 citations

Preprint Aug 2026

Who Should Own the Expert Cache? Kernel-Managed Tiering for Trillion-Parameter MoE Inference

The resulting design principle is simple: in this regime, let the kernel own eviction, while model-specific knowledge is best spent on admission and advice.

Yuan Si, Yufeng Lin, Daming Li et al. · 2 citations