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Jian-Bing Zhang

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#computer vision Preprint Oct 2026

OpenMobile-2: Building Versatile Mobile Agents with Scalable Environments and App-Native Tools

We introduce OpenMobile-2, a near-frontier mobile agent with fully open training environments and recipes. We make three key advances: (1) Diverse environments with simulated commercial apps: We build MobileGym++, featuring 35 realistic, functionally rich commercial-style apps with cross-app workflows, while preserving...

Chen-Yang Yan, Ying-Ying Zhang, Kanzhi Cheng et al. · 0 citations
#machine learning Preprint Oct 2026

KVE-KD: Key Visual Evidence-Guided Knowledge Distillation for Vision-Language Models

Knowledge distillation is crucial for deploying vision-language models on resource-constrained devices. However, existing methods typically impose uniform supervision across visual tokens or rely on static token selection, which confuses task-relevant cues with background noise and degrades cross-modal reasoning. To ad...

Jian-Bing Zhang, Xin Sun, Shan-Wen Wang et al. · 0 citations

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