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

REM (Reusable Experience Memory) is introduced, a framework that manages the memory lifecycle from inside the agent's think-act loop through three explicit decisions, demonstrating that the bottleneck in experience reuse is not retrieval fidelity but how experience is stored and governed across its lifecycle, opening a...

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