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Chaozhuo Li

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#artificial intelligence Preprint Sep 2026

Repo-To-Skill: Distilling GitHub Repositories Into AI4AI Skills

DisCo is presented, a skill-powered research agent that creates skills and uses them during research, and yields the AREX-Skill Library, with 5,000+ verified skills distilled from 1,000 widely used ML repositories and organized into 20 areas and 178 capability families.

Jianlyu Chen, Yuyang Hu, Hong-Jin Qian et al. · 1 citation
Jul 2026

AREX: Towards a Recursively Self-Improving Agent for Deep Research

This work introduces AREX, a family of Recursively Self-Improving (RSI) deep research agents that substantially outperforms comparable-scale baselines and remains competitive with models using substantially more activated parameters.

Shuqi Lu, Chaofan Li, Kun Luo et al. · 2 citations · ⚡1
Conference Open access 2026

Let Retrievers Think Before Action: Thought-Augmented Embedding for Dense Retrieval

The O1 Embedder is proposed, a novel approach aiming to endow retrieval models with similar capabilities to address challenges like multi-task retrieval, zero-shot retrieval, and tasks requiring intensive reasoning of complex relationships.

Ruiran Yan, Wen Xiong, Ze Liu et al. · 2 citations

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