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Main Authors:	Thach, Nguyen, Riahifar, Aida, Huynh, Nathan, Chan, Hau
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	https://arxiv.org/abs/2505.20242
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Large Language Models for Multi-Facility Location Mechanism Design
by: Thach, Nguyen, et al.
Published: (2025)

AHD Agent: Agentic Reinforcement Learning for Automatic Heuristic Design
by: Lv, Haoze, et al.
Published: (2026)

End-to-End Ontology Learning with Large Language Models
by: Lo, Andy, et al.
Published: (2024)

Exploring the Feasibility of End-to-End Large Language Model as a Compiler
by: Zhang, Hongbin, et al.
Published: (2025)

An End-to-End Framework for Building Large Language Models for Software Operations
by: He, Jingkai, et al.
Published: (2026)

End-to-end Planner Training for Language Modeling
by: Cornille, Nathan, et al.
Published: (2024)

End-to-End Personalization: Unifying Recommender Systems with Large Language Models
by: Ebrat, Danial, et al.
Published: (2025)

LEAP: Learnable End-to-End Adaptive Pruning of Large Language Models
by: Mozaffari, Mohammad, et al.
Published: (2026)

Towards End-to-End Network Intent Management with Large Language Models
by: Dinh, Lam, et al.
Published: (2025)

A Novel GAN Approach to Augment Limited Tabular Data for Short-Term Substance Use Prediction
by: Thach, Nguyen, et al.
Published: (2024)

An End-to-End Depth-Based Pipeline for Selfie Image Rectification
by: Alhawwary, Ahmed, et al.
Published: (2024)

Continual Learning for Monolingual End-to-End Automatic Speech Recognition
by: Eeckt, Steven Vander, et al.
Published: (2021)

Multimodal Large Language Models for End-to-End Affective Computing: Benchmarking and Boosting with Generative Knowledge Prompting
by: Luo, Miaosen, et al.
Published: (2025)

RANDPOL: Parameter-Efficient End-to-End Quadruped Locomotion via Randomized Policy Learning
by: Liu, Zhuochen, et al.
Published: (2025)

ARES: Adaptive Red-Teaming and End-to-End Repair of Policy-Reward System
by: Liang, Jiacheng, et al.
Published: (2026)

AnyBipe: An End-to-End Framework for Training and Deploying Bipedal Robots Guided by Large Language Models
by: Yao, Yifei, et al.
Published: (2024)

End-to-End Compression for Tabular Foundation Models
by: Zabërgja, Guri, et al.
Published: (2026)

Dynamic Chunking for End-to-End Hierarchical Sequence Modeling
by: Hwang, Sukjun, et al.
Published: (2025)

AudioJailbreak: Jailbreak Attacks against End-to-End Large Audio-Language Models
by: Chen, Guangke, et al.
Published: (2025)

Towards End-to-End Training of Automatic Speech Recognition for Nigerian Pidgin
by: Rufai, Amina Mardiyyah, et al.
Published: (2020)

Bridging the Divide: End-to-End Sequence-Graph Learning
by: Chen, Yuen, et al.
Published: (2025)

An End-to-End Approach for Child Reading Assessment in the Xhosa Language
by: Chevtchenko, Sergio, et al.
Published: (2025)

Robust Explainer Recommendation for Time Series Classification
by: Nguyen, Thu Trang, et al.
Published: (2023)

End-to-End Optimal Detector Design with Mutual Information Surrogates
by: Wozniak, Kinga Anna, et al.
Published: (2025)

Agentic End-to-End De Novo Protein Design for Tailored Dynamics Using a Language Diffusion Model
by: Ni, Bo, et al.
Published: (2025)

Efficient Frequency Selective Surface Analysis via End-to-End Model-Based Learning
by: Hammami, Cheima, et al.
Published: (2024)

Automatic Prompt Selection for Large Language Models
by: Do, Viet-Tung, et al.
Published: (2024)

GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance
by: Kim, Jinuk, et al.
Published: (2025)

An End-to-End Model for Time Series Classification In the Presence of Missing Values
by: Yao, Pengshuai, et al.
Published: (2024)

Privacy-Preserving End-to-End Spoken Language Understanding
by: Wang, Yinggui, et al.
Published: (2024)

Spiking Neural Networks for Continuous Control via End-to-End Model-Based Learning
by: Huebotter, Justus, et al.
Published: (2025)

VLM-AD: End-to-End Autonomous Driving through Vision-Language Model Supervision
by: Xu, Yi, et al.
Published: (2024)

Co-Designing Binarized Transformer and Hardware Accelerator for Efficient End-to-End Edge Deployment
by: Ji, Yuhao, et al.
Published: (2024)

V2X-VLM: End-to-End V2X Cooperative Autonomous Driving Through Large Vision-Language Models
by: You, Junwei, et al.
Published: (2024)

FLAME-MoE: A Transparent End-to-End Research Platform for Mixture-of-Experts Language Models
by: Kang, Hao, et al.
Published: (2025)

Time-Varying Audio Effect Modeling by End-to-End Adversarial Training
by: Bourdin, Yann, et al.
Published: (2025)

Beyond the Node: Clade-level Selection for Efficient MCTS in Automatic Heuristic Design
by: Lai, Kezhao, et al.
Published: (2026)

World Model-Based End-to-End Scene Generation for Accident Anticipation in Autonomous Driving
by: Guan, Yanchen, et al.
Published: (2025)

End-to-End Reinforcement Learning for Torque Based Variable Height Hopping
by: Soni, Raghav, et al.
Published: (2023)

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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