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Bibliographic Details
Main Authors:	Wu, Penghao, Ma, Shengnan, Wang, Bo, Yu, Jiaheng, Lu, Lewei, Liu, Ziwei
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	https://arxiv.org/abs/2506.08012
Tags:	Add Tag No Tags, Be the first to tag this record!

GUI-Rise: Structured Reasoning and History Summarization for GUI Navigation
by: Liu, Tao, et al.
Published: (2025)

MP-GUI: Modality Perception with MLLMs for GUI Understanding
by: Wang, Ziwei, et al.
Published: (2025)

GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding
by: Chen, Dongping, et al.
Published: (2024)

AdaZoom-GUI: Adaptive Zoom-based GUI Grounding with Instruction Refinement
by: Pei, Siqi, et al.
Published: (2026)

ZeroGUI: Automating Online GUI Learning at Zero Human Cost
by: Yang, Chenyu, et al.
Published: (2025)

Learn where to Click from Yourself: On-Policy Self-Distillation for GUI Grounding
by: Zhang, Yan, et al.
Published: (2026)

Trifuse: Enhancing Attention-Based GUI Grounding via Multimodal Fusion
by: Ma, Longhui, et al.
Published: (2026)

GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
by: Wu, Qianhui, et al.
Published: (2025)

Towards GUI Agents: Vision-Language Diffusion Models for GUI Grounding
by: Kumbhar, Shrinidhi, et al.
Published: (2026)

BAMI: Training-Free Bias Mitigation in GUI Grounding
by: Zhang, Borui, et al.
Published: (2026)

GUI-ARP: Enhancing Grounding with Adaptive Region Perception for GUI Agents
by: Ye, Xianhang, et al.
Published: (2025)

VideoGUI: A Benchmark for GUI Automation from Instructional Videos
by: Lin, Kevin Qinghong, et al.
Published: (2024)

GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
by: Tang, Fei, et al.
Published: (2025)

Streamline Without Sacrifice -- Squeeze out Computation Redundancy in LMM
by: Wu, Penghao, et al.
Published: (2025)

\textsc{GUI-Spotlight}: Adaptive Iterative Focus Refinement for Enhanced GUI Visual Grounding
by: Lei, Bin, et al.
Published: (2025)

History-Aware Reasoning for GUI Agents
by: Wang, Ziwei, et al.
Published: (2025)

GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration
by: Fan, Yue, et al.
Published: (2025)

ClawGUI: A Unified Framework for Training, Evaluating, and Deploying GUI Agents
by: Tang, Fei, et al.
Published: (2026)

Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining
by: Ge, Zhiqi, et al.
Published: (2024)

GEBench: Benchmarking Image Generation Models as GUI Environments
by: Li, Haodong, et al.
Published: (2026)

DiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual Reasoning
by: Wu, Hang, et al.
Published: (2025)

Less is More: Empowering GUI Agent with Context-Aware Simplification
by: Chen, Gongwei, et al.
Published: (2025)

Learning Active Perception via Self-Evolving Preference Optimization for GUI Grounding
by: Wang, Wanfu, et al.
Published: (2025)

Improving GUI Grounding with Explicit Position-to-Coordinate Mapping
by: Wang, Suyuchen, et al.
Published: (2025)

GUI-G1: Understanding R1-Zero-Like Training for Visual Grounding in GUI Agents
by: Zhou, Yuqi, et al.
Published: (2025)

UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience
by: Lin, Zichuan, et al.
Published: (2026)

GUI-AIMA: Aligning Intrinsic Multimodal Attention with a Context Anchor for GUI Grounding
by: Zhou, Shijie, et al.
Published: (2025)

LPO: Towards Accurate GUI Agent Interaction via Location Preference Optimization
by: Tang, Jiaqi, et al.
Published: (2025)

AUTONODE: A Neuro-Graphic Self-Learnable Engine for Cognitive GUI Automation
by: Datta, Arkajit, et al.
Published: (2024)

GUI Agents with Reinforcement Learning: Toward Digital Inhabitants
by: Hu, Junan, et al.
Published: (2026)

V-Zen: Efficient GUI Understanding and Precise Grounding With A Novel Multimodal LLM
by: Rahman, Abdur, et al.
Published: (2024)

BTL-UI: Blink-Think-Link Reasoning Model for GUI Agent
by: Zhang, Shaojie, et al.
Published: (2025)

GUI Agents for Continual Game Generation
by: Huang, Yixu, et al.
Published: (2026)

UI-Ins: Enhancing GUI Grounding with Multi-Perspective Instruction-as-Reasoning
by: Chen, Liangyu, et al.
Published: (2025)

ControlGUI: Guiding Generative GUI Exploration through Perceptual Visual Flow
by: Garg, Aryan, et al.
Published: (2025)

SWIRL: A Staged Workflow for Interleaved Reinforcement Learning in Mobile GUI Control
by: Lu, Quanfeng, et al.
Published: (2025)

UI-Zoomer: Uncertainty-Driven Adaptive Zoom-In for GUI Grounding
by: Tang, Fei, et al.
Published: (2026)

Zoom in, Click out: Unlocking and Evaluating the Potential of Zooming for GUI Grounding
by: Jiang, Zhiyuan, et al.
Published: (2025)

Auto-scaling Continuous Memory for GUI Agent
by: Wu, Wenyi, et al.
Published: (2025)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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