Author

Peiqin Zhuang

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#artificial intelligence Preprint Oct 2026

RISR: Residual-Informed Scientific Equation Discovery with Large Language Models

Symbolic regression combines structural search with numerical fitting, but aggregate fit scores do not describe how the remaining error varies across inputs. We introduce RISR, a residual-informed method that uses these error patterns to guide formula discovery and learn which corrections are worth fitting. A residual...

Hao-Bo Li, Wen-Shuo Zhang, Wen-Xiao Zhao et al. · 0 citations

Preprint Aug 2026

StreamEMS: Streaming Video Understanding with Self-Evolving Memory Scheme for Vision-Language Models

Recently, many streaming video understanding methods have been proposed by constructing an external memory to store historical data for computational reduction. Most methods focus on optimizing the injection procedure of current data (write) and retrieving informative historical data (read) from memory, while overlooki...

Yu-Xing Liu, Pei-Qin Zhuang, Ya-Li Wang · 1 citation