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Bibliographic Details
Main Authors:	Lu, Ning, Liu, Shengcai, He, Rui, Wang, Qi, Ong, Yew-Soon, Tang, Ke
Format:	Preprint
Published:	2023
Subjects:	Computation and Language Artificial Intelligence
Online Access:	https://arxiv.org/abs/2305.10847
Tags:	Add Tag No Tags, Be the first to tag this record!

Safe Delta: Consistently Preserving Safety when Fine-Tuning LLMs on Diverse Datasets
by: Lu, Ning, et al.
Published: (2025)

Less is More: Understanding Word-level Textual Adversarial Attack via n-gram Frequency Descend
by: Lu, Ning, et al.
Published: (2023)

LLM2TEA: An Agentic AI Designer for Discovery with Generative Evolutionary Multitasking
by: Wong, Melvin, et al.
Published: (2024)

Learning Mixture-of-Experts for General-Purpose Black-Box Discrete Optimization
by: Liu, Shengcai, et al.
Published: (2024)

LLM-Driven Instance-Specific Heuristic Generation and Selection
by: Zhang, Shaofeng, et al.
Published: (2025)

SilverSpeak: Evading AI-Generated Text Detectors using Homoglyphs
by: Creo, Aldan, et al.
Published: (2024)

Scalable Structure Learning of Bayesian Networks by Learning Algorithm Ensembles
by: Liu, Shengcai, et al.
Published: (2025)

Hybrid Memetic Search for Electric Vehicle Routing with Time Windows, Simultaneous Pickup-Delivery, and Partial Recharges
by: Zheng, Zubin, et al.
Published: (2024)

Neural Influence Estimator: Towards Real-time Solutions to Influence Blocking Maximization
by: Chen, Wenjie, et al.
Published: (2023)

Multi-Objective Evolutionary Optimization of Chance-Constrained Multiple-Choice Knapsack Problems with Implicit Probability Distributions
by: Li, Xuanfeng, et al.
Published: (2026)

A Large Language Model Guided Topic Refinement Mechanism for Short Text Modeling
by: Chang, Shuyu, et al.
Published: (2024)

Routing Distilled Knowledge via Mixture of LoRA Experts for Large Language Model based Bundle Generation
by: Feng, Kaidong, et al.
Published: (2025)

Large Language Models for Intent-Driven Session Recommendations
by: Sun, Zhu, et al.
Published: (2023)

Generative AI-based Prompt Evolution Engineering Design Optimization With Vision-Language Model
by: Wong, Melvin, et al.
Published: (2024)

Evading Data Contamination Detection for Language Models is (too) Easy
by: Dekoninck, Jasper, et al.
Published: (2024)

Adaptive In-Context Learning with Large Language Models for Bundle Generation
by: Sun, Zhu, et al.
Published: (2023)

Multi-Task Learning with Multi-Task Optimization
by: Bai, Lu, et al.
Published: (2024)

Automated Large-scale CVRP Solver Design via LLM-assisted Flexible MCTS
by: Guo, Tong, et al.
Published: (2026)

Prompt Evolution for Generative AI: A Classifier-Guided Approach
by: Wong, Melvin, et al.
Published: (2023)

Humanizing Machine-Generated Content: Evading AI-Text Detection through Adversarial Attack
by: Zhou, Ying, et al.
Published: (2024)

Evolving Jailbreaks: Automated Multi-Objective Long-Tail Attacks on Large Language Models
by: Hong, Wenjing, et al.
Published: (2026)

ExpertFlow: Efficient Mixture-of-Experts Inference via Predictive Expert Caching and Token Scheduling
by: He, Xin, et al.
Published: (2024)

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation
by: Wu, Ziqing, et al.
Published: (2024)

Large Language Models can Learn Rules
by: Zhu, Zhaocheng, et al.
Published: (2023)

When Chain of Thought is Necessary, Language Models Struggle to Evade Monitors
by: Emmons, Scott, et al.
Published: (2025)

Enhancing Language Models for Robust Greenwashing Detection
by: Braun, Neil Heinrich, et al.
Published: (2026)

AI Generated Text Detection Using Instruction Fine-tuned Large Language and Transformer-Based Models
by: Guggilla, Chinnappa, et al.
Published: (2025)

Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation
by: Ong, Keane, et al.
Published: (2025)

The Arabic AI Fingerprint: Stylometric Analysis and Detection of Large Language Models Text
by: Al-Shaibani, Maged S., et al.
Published: (2025)

The Digital Ecosystem of Beliefs: does evolution favour AI over humans?
by: Bossens, David M., et al.
Published: (2024)

Impact of Task Phrasing on Presumptions in Large Language Models
by: Ong, Kenneth J. K.
Published: (2026)

Human-Generative AI Collaborative Problem Solving Who Leads and How Students Perceive the Interactions
by: Zhu, Gaoxia, et al.
Published: (2024)

AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models
by: Cheng, Jiale, et al.
Published: (2024)

A Practical Examination of AI-Generated Text Detectors for Large Language Models
by: Tufts, Brian, et al.
Published: (2024)

Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models
by: Cui, Yingqian, et al.
Published: (2025)

The Evolving Landscape of Generative Large Language Models and Traditional Natural Language Processing in Medicine
by: Yang, Rui, et al.
Published: (2025)

AI Generated Text Detection
by: Alikhanov, Adilkhan, et al.
Published: (2026)

Enhancing Text Authenticity: A Novel Hybrid Approach for AI-Generated Text Detection
by: Zhang, Ye, et al.
Published: (2024)

Aligning Large Language Models from Self-Reference AI Feedback with one General Principle
by: Bao, Rong, et al.
Published: (2024)

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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