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Gulf Channels

@gulfchannels.bsky.social

الحلقة 10 | كوني أميرتي | Be My Princess | Xu Zhengxi, Zhou Jieqiong | iQIYI Arabic

www.gulfchannels.com

November 17, 2025 at 7:34 PM

Gulf Channels

@gulfchannels.bsky.social

الحلقة 07 | كوني أميرتي | Be My Princess | Xu Zhengxi, Zhou Jieqiong | iQIYI Arabic

www.gulfchannels.com

November 14, 2025 at 7:51 PM

Gulf Channels

@gulfchannels.bsky.social

الحلقة 03 | كوني أميرتي | Be My Princess | Xu Zhengxi, Zhou Jieqiong | iQIYI Arabic

www.gulfchannels.com

November 10, 2025 at 7:51 PM

Gulf Channels

@gulfchannels.bsky.social

الحلقة 02 | كوني أميرتي | Be My Princess | Xu Zhengxi, Zhou Jieqiong | iQIYI Arabic

www.gulfchannels.com

November 9, 2025 at 7:51 PM

Gulf Channels

@gulfchannels.bsky.social

الحلقة 01 | كوني أميرتي | Be My Princess | Xu Zhengxi, Zhou Jieqiong | iQIYI Arabic

www.gulfchannels.com

November 8, 2025 at 7:51 PM

le wheeze

@qingci.bsky.social

wait is xu zhengxi not gonna be in this variety show? 😭 pls his interactions w/ fangfang are the funniest ;;

November 4, 2025 at 7:20 AM

Famous FNU!

@hellkitty.bsky.social

“MANY MANY YEARS AGO THERE LIVED A ZHAN ZHENGXI, THEN HE WAS EATEN BY
A RADISH~”

November 3, 2025 at 1:13 AM

Whispers of Fate & Tang Lici

@whispersoffate.bsky.social

Hi6 promo with the cast of Whispers of Fate
Luo Yunxi, Xu Zhengxi, Ao Ziyi and Fang Yilun.

Source: Whispers of Fate Douyin

#shuilongyin #tanglici #whispersoffate #luoyunxi #leoluo #xuzhengxi #jeremytsui #guimudan #aoziyi #chiyun #fangyilun #alenfang #liuyan

November 2, 2025 at 8:01 AM

Whispers of Fate & Tang Lici

@whispersoffate.bsky.social

Hi6 / Hello Saturday Clips
Luo Yunxi as Tang Lici, Xu Zhengxi as Gui Mudan, Ao Ziyi as Chi Yun and Fang Yilun as Liu Yan

#whispersoffate #shuilongyin #tanglici #luoyunxi #xuzhengxi #guimudan #aoziyi #chiyun #fangyilun #liuyan #hi6 #hellosaturday

November 1, 2025 at 9:45 PM

le wheeze

@qingci.bsky.social

fangfang: is it a solid
zhengxi: is it an element
everyone: fdklsajfklsjklasjlkf?????
lyx: henceforth hi6 will include chemistry lessons as a part of the show 😂

also the 小情侣闹别扭 energy of fangfang's 😣 face when he goes over to smack zhengxi while zhengxi laughs.... cute......

November 1, 2025 at 8:14 PM

le wheeze

@qingci.bsky.social

i was half-joking when i said i was gonna ship liu yan w/ gui mudan but fangfang's unexpected 默契度 w/ xu zhengxi is so cute i'm 😭

November 1, 2025 at 7:43 PM

le wheeze

@qingci.bsky.social

crying

he-laoshi: describe zhengxi's shortcomings w/ one word
fangfang: [laundry list of all the sports xu zhengxi's bad at]

he-laoshi: so he said that your basketball skills are...
xu zhengxi: my basketball skills are...pretty good?
fangfang: ...............

#方逸伦 #徐正曦

November 1, 2025 at 7:04 PM

Feral Fae 🌸🏳️‍🌈 Multifandom

@queerbluefae.bsky.social

Its not Mo or He Tian but I'm happy with Zhan Zhengxi~ Next time I go to kinokuniya I'll try my luck again!

October 30, 2025 at 1:40 AM

arXiv nucl-ex Nuclear Experiment

@nuclex-bot.bsky.social

Zhengxi Yan (for the STAR Collaboration): Exploring the Origin of Anisotropy in Small Systems: From Symmetric (O+O) to Asymmetric (d+Au) Collisions https://arxiv.org/abs/2510.03454 https://arxiv.org/pdf/2510.03454 https://arxiv.org/html/2510.03454

October 7, 2025 at 6:45 AM

Berry🍓🫐

@berryholic.bsky.social

Also IDK who Xu Zhengxi is but he better eat

September 9, 2025 at 2:57 AM

Paper

@paper.bsky.social

[24/30] 124 Likes, 8 Comments, 2 Posts
2508.15144, cs․AI, 21 Aug 2025

🆕Mobile-Agent-v3: Foundamental Agents for GUI Automation

Jiabo Ye, Xi Zhang, Haiyang Xu, Haowei Liu, Junyang Wang, Zhaoqing Zhu, Ziwei Zheng, Feiyu Gao, Junjie Cao, Zhengxi Lu, Jitong Liao, Qi Zheng, Fei Huang, Jingren Zhou...

This paper introduces GUI-Owl, a foundational GUI agent model that achieves state-of-the-art performance among open-source end-to-end models on ten GUI benchmarks across desktop and mobile environments, covering grounding, question answering, planning, decision-making, and procedural knowledge.

GUI-Owl-7B achieves 66.4 on AndroidWorld and 29.4 on OSWorld.

Building on this, we propose Mobile-Agent-v3, a general-purpose GUI agent framework that further improves performance to 73.3 on AndroidWorld and 37.7 on OSWorld, setting a new state-of-the-art for open-source GUI agent frameworks.

GUI-Owl incorporates three key innovations: (1) Large-scale Environment Infrastructure: a cloud-based virtual environment spanning Android, Ubuntu, macOS, and Windows, enabling our Self-Evolving GUI Trajectory Production framework.

This generates high-quality interaction data via automated query generation and correctness validation, leveraging GUI-Owl to refine trajectories iteratively, forming a self-improving loop.

It supports diverse data pipelines and reduces manual annotation.

(2) Diverse Foundational Agent Capabilities: by integrating UI grounding, planning, action semantics, and reasoning patterns, GUI-Owl supports end-to-end decision-making and can act as a modular component in multi-agent systems.

(3) Scalable Environment RL: we develop a scalable reinforcement learning framework with fully asynchronous training for real-world alignment.

We also introduce Trajectory-aware Relative Policy Optimization (TRPO) for online RL, achieving 34.9 on OSWorld.

GUI-Owl and Mobile-Agent-v3 are open-sourced at https://github.com/X-PLUG/MobileAgent.

August 29, 2025 at 12:08 AM

trendtop.bsky.social

@trendtop.bsky.social

I’m a ‘mistress dispeller’ – scorned women hire me to get their cheating husbands to dump their lovers…and all in SECRET

THIS is the woman who is hired by others to get their husbands to dump their lovers in secret. Wang Zhengxi, who operates out of Henan province in northern China, helps women…

I’m a ‘mistress dispeller’ – scorned women hire me to get their cheating husbands to dump their lovers…and all in SECRET

THIS is the woman who is hired by others to get their husbands to dump their lovers in secret. Wang Zhengxi, who operates out of Henan province in northern China, helps women deal with a growing problem. Susan Norget Film Wang Zhengxi, who operates out of Henan province in northern China Getty She has been featured in a documentary by the Hong Kong filmmaker Elizabeth Lo…

toptrend.live

August 22, 2025 at 11:54 PM

The Times & Sunday Times

@thetimes.com

Meet the ‘mistress dispeller’ who convinces husbands to end their affairs ⬇️

Wang Zhengxi treads the line between helping her clients save face and untangling their most intimate crises

Meet the ‘mistress dispeller’ who convinces husbands to end their affairs

www.thetimes.com

August 22, 2025 at 8:47 AM

Paper

@paper.bsky.social

[30/30] 201 Likes, 6 Comments, 2 Posts
2507.15846, cs․LG | cs․AI | cs․CL | cs․CV | cs․HC, 28 Jul 2025

🆕GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding

Fei Tang, Zhangxuan Gu, Zhengxi Lu, Xuyang Liu, Shuheng Shen, Changhua Meng, Wen Wang, Wenqi Zhang, Yongliang Shen, Weiming Lu, Jun ...

Graphical User Interface (GUI) grounding maps natural language instructions to precise interface locations for autonomous interaction.

Current reinforcement learning approaches use binary rewards that treat elements as hit-or-miss targets, creating sparse signals that ignore the continuous nature of spatial interactions.

Motivated by human clicking behavior that naturally forms Gaussian distributions centered on target elements, we introduce GUI Gaussian Grounding Rewards (GUI-G$^2$), a principled reward framework that models GUI elements as continuous Gaussian distributions across the interface plane.

GUI-G$^2$ incorporates two synergistic mechanisms: Gaussian point rewards model precise localization through exponentially decaying distributions centered on element centroids, while coverage rewards assess spatial alignment by measuring the overlap between predicted Gaussian distributions and target regions.

To handle diverse element scales, we develop an adaptive variance mechanism that calibrates reward distributions based on element dimensions.

This framework transforms GUI grounding from sparse binary classification to dense continuous optimization, where Gaussian distributions generate rich gradient signals that guide models toward optimal interaction positions.

Extensive experiments across ScreenSpot, ScreenSpot-v2, and ScreenSpot-Pro benchmarks demonstrate that GUI-G$^2$, substantially outperforms state-of-the-art method UI-TARS-72B, with the most significant improvement of 24.7% on ScreenSpot-Pro.

Our analysis reveals that continuous modeling provides superior robustness to interface variations and enhanced generalization to unseen layouts, establishing a new paradigm for spatial reasoning in GUI interaction tasks.

August 11, 2025 at 12:08 AM

arXiv cs.CV Computer Vision and Pattern Recognition

@cscv-bot.bsky.social

Yong Du, Yuchen Yan, Fei Tang, Zhengxi Lu, Chang Zong, Weiming Lu, Shengpei Jiang, Yongliang Shen: Test-Time Reinforcement Learning for GUI Grounding via Region Consistency https://arxiv.org/abs/2508.05615 https://arxiv.org/pdf/2508.05615 https://arxiv.org/html/2508.05615

August 8, 2025 at 6:31 AM

arxiv cs.CV

@arxiv-cs-cv.bsky.social

Yong Du, Yuchen Yan, Fei Tang, Zhengxi Lu, Chang Zong, Weiming Lu, Shengpei Jiang, Yongliang Shen
Test-Time Reinforcement Learning for GUI Grounding via Region Consistency
https://arxiv.org/abs/2508.05615

August 8, 2025 at 4:34 AM

Beltiz ✨

@beltiz.bsky.social

Some old art that I really like 🫶🏼✨
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.
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#19days #oldxian #19daysfanart #fanart #drawing #digitalart #digitalartist #zhengxi #jianyi #manhua #jianyixzhenxi #art #digitaldrawing #screencap #doodle

July 12, 2025 at 12:30 AM

Mari ✌️ Fan Account 💖

@marifanaccount.bsky.social

Mohamed Jihad, or by his Chinese name Liu Zhengxi, met his idol #WangYibo王一博 today 🥰💚

He is an energetic Egyptian young man who now works as a foreign expert at China International Communication Group.

xhslink.com/m/Ayjlo0mP1pq