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Bibliographic Details
Main Authors:	Tian, Yuan, Wang, Shuo, Zhang, Rongzhao, Chen, Zijian, Jiang, Yankai, Li, Chunyi, Zhu, Xiangyang, Yan, Fang, Hu, Qiang, Wang, XiaoSong, Zhai, Guangtao
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	https://arxiv.org/abs/2507.21703
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Medical Manifestation-Aware De-Identification
by: Tian, Yuan, et al.
Published: (2024)

Divide-and-Conquer Approach to Holistic Cognition in High-Similarity Contexts with Limited Data
by: Wang, Shijie, et al.
Published: (2026)

SafetyFlow: An Agent-Flow System for Automated LLM Safety Benchmarking
by: Zhu, Xiangyang, et al.
Published: (2025)

Sycophancy under Pressure: Evaluating and Mitigating Sycophantic Bias via Adversarial Dialogues in Scientific QA
by: Zhang, Kaiwei, et al.
Published: (2025)

Fine-grained Verbal Attack Detection via a Hierarchical Divide-and-Conquer Framework
by: Zheng, Quan, et al.
Published: (2026)

Hierarchical Divide-and-Conquer for Fine-Grained Alignment in LLM-Based Medical Evaluation
by: Zheng, Shunfan, et al.
Published: (2025)

Divide-and-Conquer: Tree-structured Strategy with Answer Distribution Estimator for Goal-Oriented Visual Dialogue
by: Cai, Shuo, et al.
Published: (2025)

A Divide-and-Conquer Approach to Persistent Homology
by: Li, Chenghui, et al.
Published: (2024)

Qubit Mapping: The Adaptive Divide-and-Conquer Approach
by: Huang, Yunqi, et al.
Published: (2024)

Free-VSC: Free Semantics from Visual Foundation Models for Unsupervised Video Semantic Compression
by: Tian, Yuan, et al.
Published: (2024)

Gradient-based multi-focus image fusion with focus-aware saliency enhancement
by: Li, Haoyu, et al.
Published: (2025)

A Divide-and-Conquer Approach to Commercial Territory Design
by: M. Angélica Salazar-Aguilar
Published: (2012)

MicroCinema: A Divide-and-Conquer Approach for Text-to-Video Generation
by: Wang, Yanhui, et al.
Published: (2023)

An Examination on the Effectiveness of Divide-and-Conquer Prompting in Large Language Models
by: Zhang, Yizhou, et al.
Published: (2024)

Divide, Conquer and Unite: Hierarchical Style-Recalibrated Prototype Alignment for Federated Medical Segmentation
by: Zhao, Xingyue, et al.
Published: (2025)

Embodied Image Compression
by: Li, Chunyi, et al.
Published: (2025)

A Note on Quantum Divide and Conquer for Minimal String Rotation
by: Wang, Qisheng
Published: (2022)

Cobblestone: A Divide-and-Conquer Approach for Automating Formal Verification
by: Kasibatla, Saketh Ram, et al.
Published: (2024)

Automatically Generating UI Code from Screenshot: A Divide-and-Conquer-Based Approach
by: Wan, Yuxuan, et al.
Published: (2024)

ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting
by: Jiang, Yankai, et al.
Published: (2023)

CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation
by: Huang, Zhongzhen, et al.
Published: (2024)

Control Large Language Models via Divide and Conquer
by: Li, Bingxuan, et al.
Published: (2024)

Evaluating from Benign to Dynamic Adversarial: A Squid Game for Large Language Models
by: Chen, Zijian, et al.
Published: (2025)

Dividing and Conquering the Van Vleck Catastrophe
by: Simon, Sophia, et al.
Published: (2025)

Progressive Divide-and-Conquer via Subsampling Decomposition for Accelerated MRI
by: Wang, Chong, et al.
Published: (2024)

SMC++: Masked Learning of Unsupervised Video Semantic Compression
by: Tian, Yuan, et al.
Published: (2024)

Divide, Ensemble and Conquer: The Last Mile on Unsupervised Domain Adaptation for Semantic Segmentation
by: Lian, Tao, et al.
Published: (2024)

Divide-and-Conquer: Dual-Hierarchical Optimization for Semantic 4D Gaussian Spatting
by: Yan, Zhiying, et al.
Published: (2025)

STAR : Bridging Statistical and Agentic Reasoning for Large Model Performance Prediction
by: Wang, Xiaoxiao, et al.
Published: (2026)

Toward Effective Multimodal Graph Foundation Model: A Divide-and-Conquer Based Approach
by: Liu, Sicheng, et al.
Published: (2026)

A Short Note on Batch-efficient Divide-and-Conquer Algorithm for EigenDecomposition
by: Song, Yue
Published: (2026)

SDSR: A Spectral Divide-and-Conquer Approach for Species Tree Reconstruction
by: Reshef, Ortal, et al.
Published: (2026)

Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning
by: Huang, Chengsong, et al.
Published: (2024)

A Divide-and-Conquer Machine Learning Approach for Modelling Turbulent Flows
by: Man, Anthony, et al.
Published: (2024)

Divide and Conquer: A Distributed Approach to Five Point Energy Minimization
by: Schwartz, Richard Evan
Published: (2023)

Divide and Conquer: Decoupled Representation Alignment for Multimodal World Models
by: Xiao, Junyuan, et al.
Published: (2026)

FPGA Divide-and-Conquer Placement using Deep Reinforcement Learning
by: Wang, Shang, et al.
Published: (2024)

Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation
by: Yang, Zhiwei, et al.
Published: (2024)

Deformable Medical Image Registration with Effective Anatomical Structure Representation and Divide-and-Conquer Network
by: Ma, Xinke, 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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