Author

You Chen

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#artificial intelligence Preprint Oct 2026

REM: What to Store, When to Recall, What to Forget in Experience Memory for Coding Agents

Large language model (LLM) agents now autonomously complete long-horizon tasks, such as repository-level coding, through hundreds of think-act steps, yet the experience each run produces is rarely reused on the next. Prior memory systems concentrate on retrieval, finding the most relevant past trajectory. Retrieval can...

Xin-You Chen, Pedro Herrero-Vidal, Xiao-Han Chen et al. · 0 citations

Preprint Sep 2026

MERGED: Multimodal Entity Resolution via Generated Expert Reasoning Distillation

In product entity resolution, relationship definitions constantly evolve with business needs, yet adapting to each change traditionally requires slow, costly human annotation that is often noisy and carries no reasoning. Large vision-language models (VLMs) prompted zero-shot can adapt to a new definition immediately an...

You Chen, Kyoungjun Park, Bin Xu et al. · 0 citations