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# Xiaomi lands 8 papers at EMNLP 2026, betting heavy on agents that use your phone
- URL: https://globalfeed.ai/en/xiaomi-lands-8-papers-at-emnlp-2026-betting-heavy-on-agents-that-use-your-phone/
- Published: 2026-08-31T17:12:02.000Z
- Updated: 2026-08-31T17:12:02.000Z
- Description: Xiaomi's accepted papers stretch from mobile agents to efficient training and inference. GSAR, GUI-PRA and MaP lay the groundwork for AI that operates the phone for you.
- Author: GlobalFeed Editor
- Tags: xiaomi, research, mobile agents, x-XiaomiTech_, dil-en, elle, video, ig-xiaomi.global

Xiaomi announced that 8 of its papers were accepted at EMNLP 2026, one of the most respected venues in natural language processing. The titles span four areas: mobile agents, efficient LLM training and inference, AI-assisted model development, and proactive intelligence. For a phone maker the message is clear: the company is doing the foundational research for AI that will operate the device on your behalf.

The mobile-agent trio is the most concrete part of the package. GSAR scales reinforcement learning for mobile agents with self-evolving tasks and goal-state anchor rewards; GUI-PRA acts as an active judge that verifies UI changes at every step; and MaP unifies action prediction, grounding and planning under a single masked-trajectory objective. Together they systematize both the training and the supervision of agents that look at a screen and tap it.

Context matters too: Chinese manufacturers are betting that the phone's next layer will be the agent. Xiaomi showing up at this intensity on the academic front reads as a preview of agent features heading to HyperOS; the company announced the batch [on X](https://x.com/XiaomiTech%5F?ref=globalfeed.ai) with paper summaries.