الباحثون

Yanbiao Ma

المنشورات 2

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LoopVL: Recurrent Visual Intelligence

Zhe Qian, Ziyang Gong, Zhongxing Xu وآخرون · 2026

We introduce LoopVL to study whether Loop Transformers can be effectively extended to vision- language models. LoopVL combines Module-Loop and Model-Loop computation to iteratively update a unified vision-language state through shared modules. We train LoopVL from scratch through language pre-training, multimodal train …

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When Can Agents Forget Their Reasoning? ICLR for Long-Horizon Agent Context Compression

Mingxuan Wang, Fei Luo, Bo Wang وآخرون · 2026

Long horizon language model agents continually accumulate reasoning history, increasing context length and inference cost even after earlier decisions have been executed and observed. Unlike static Chain of Thought compression, removing historical reasoning can change future actions and the resulting interaction trajec …

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