agent/papers/items/2026-2607-14548-hymobileagent-data-environment-co-scaling-for-efficient-gui-agents.md

Paper: HyMobileAgent: Data-Environment Co-Scaling for Efficient GUI Agents

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type: paper title: "HyMobileAgent: Data-Environment Co-Scaling for Efficient GUI Agents" authors: Hy Vision Team, Huawen Shen, Zhengyang Tang, Shangpin Peng, Liang Wu, Anran Zhang, Weinong Wang, Yiduo Guo, et al. year: 2026 venue: arXiv url: https://arxiv.org/abs/2607.14548 code_url: source: arxiv collected_at: 2026-07-27 published_at: 2026-07-16 updated_at: 2026-07-16 status: queued relevance: high topics:

• computer-use
• embodied-agent
• planning
• reasoning
• tool-use methods:

benchmarks:

models:

datasets:

• cs.CV related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 13 collection_queries: web-gui-agent

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: web-gui-agent
• inferred topics: computer-use, embodied-agent, planning, reasoning, tool-use
• arXiv categories: cs.CV
• collection score: 13

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2607.14548