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Bibliographic Details
Main Authors:	Guo, Yuhan, Shao, Hanning, Liu, Can, Xu, Kai, Yuan, Xiaoru
Format:	Preprint
Published:	2024
Subjects:	Human-Computer Interaction
Online Access:	https://arxiv.org/abs/2403.09615
Tags:	Add Tag No Tags, Be the first to tag this record!

Datasets of Visualization for Machine Learning
by: Liu, Can, et al.
Published: (2024)

Breathing New Life into Existing Visualizations: A Natural Language-Driven Manipulation Framework
by: Liu, Can, et al.
Published: (2024)

A Spatial-Constraint Model for Manipulating Static Visualizations
by: Liu, Can, et al.
Published: (2023)

AutoLegend: A User Feedback-Driven Adaptive Legend Generator for Visualizations
by: Liu, Can, et al.
Published: (2024)

I Prompt, it Generates, we Negotiate. Exploring Text-Image Intertextuality in Human-AI Co-Creation of Visual Narratives with VLMs
by: Guo, Mengyao, et al.
Published: (2025)

VisTaxa: Developing a Taxonomy of Historical Visualizations
by: Zhang, Yu, et al.
Published: (2025)

A Scoping Review of Mixed Initiative Visual Analytics in the Automation Renaissance
by: Monadjemi, Shayan, et al.
Published: (2025)

OldVisOnline: Curating a Dataset of Historical Visualizations
by: Zhang, Yu, et al.
Published: (2023)

Product vs. Process: Exploring EFL Students' Editing of AI-Generated Text for Expository Writing
by: Woo, David James, et al.
Published: (2025)

From Text to Blueprint: Leveraging Text-to-Image Tools for Floor Plan Creation
by: Li, Xiaoyu, et al.
Published: (2024)

ZuantuSet: A Collection of Historical Chinese Visualizations and Illustrations
by: Mei, Xiyao, et al.
Published: (2025)

Semantic Draw Engineering for Text-to-Image Creation
by: Li, Yang, et al.
Published: (2023)

AwesomeLit: Towards Hypothesis Generation with Agent-Supported Literature Research
by: Xie, Zefei, et al.
Published: (2026)

Steering Large Text-to-Image Model for Abstract Art Synthesis: Preference-based Prompt Optimization and Visualization
by: Zhou, Aven-Le, et al.
Published: (2024)

Exploring EFL Secondary Students' AI-generated Text Editing While Composition Writing
by: Woo, David James, et al.
Published: (2025)

Preference-Guided Prompt Optimization for Text-to-Image Generation
by: Li, Zhipeng, et al.
Published: (2026)

EditScribe: Non-Visual Image Editing with Natural Language Verification Loops
by: Chang, Ruei-Che, et al.
Published: (2024)

ReVis: Towards Reusable Image-Based Visualizations with MLLMs
by: Wen, Xiaolin, et al.
Published: (2026)

An Age-based Study into Interactive Narrative Visualization Engagement
by: Errey, Nina, et al.
Published: (2025)

Quantum Image Visualizer: Visual Debugging of Quantum Image Processing Circuits
by: Heim, Anja, et al.
Published: (2025)

Exploring Language Patterns of Prompts in Text-to-Image Generation and Their Impact on Visual Diversity
by: Palmini, Maria-Teresa De Rosa, et al.
Published: (2025)

Colin: A Multimodal Human-AI Co-Creation Storytelling System To Support Children's Multi-Level Narrative Skills
by: Ye, Lyumanshan, et al.
Published: (2024)

Exploring Visual Prompts: Refining Images with Scribbles and Annotations in Generative AI Image Tools
by: Park, Hyerim, et al.
Published: (2025)

Visual Text Mining with Progressive Taxonomy Construction for Environmental Studies
by: Lee, Sam Yu-Te, et al.
Published: (2025)

Enabling Seamless Creation of Annotated Spaces: Enhancing Learning in VR Environments
by: Enderling, Maximilian, et al.
Published: (2025)

Encountering Robotic Art: The Social, Material, and Temporal Processes of Creation with Machines
by: Qin, Yigang, et al.
Published: (2025)

SpreadLine: Visualizing Egocentric Dynamic Influence
by: Kuo, Yun-Hsin, et al.
Published: (2024)

PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement
by: Wang, Zhijie, et al.
Published: (2024)

Vistoria: A Multimodal System to Support Fictional Story Writing through Instrumental Text-Image Co-Editing
by: Fu, Kexue, et al.
Published: (2025)

Human and Machine as Seen at the Co-Creation Age: A Co-Word Analysis in Human Machine Co-creation (2014-2024)
by: Guo, Mengyao, et al.
Published: (2025)

Evaluating Fairness in Black-box Algorithmic Markets: A Case Study of Ride Sharing in Chicago
by: Liu, Yuhan, et al.
Published: (2024)

LogoMotion: Visually-Grounded Code Synthesis for Creating and Editing Animation
by: Liu, Vivian, et al.
Published: (2024)

Interactive Discovery and Exploration of Visual Bias in Generative Text-to-Image Models
by: Eschner, Johannes, et al.
Published: (2025)

Textoshop: Interactions Inspired by Drawing Software to Facilitate Text Editing
by: Masson, Damien, et al.
Published: (2024)

Exploring Text-based Realistic Building Facades Editing Applicaiton
by: Wang, Jing, et al.
Published: (2024)

Text2Tradition: From Epistemological Tensions to AI-Mediated Cross-Cultural Co-Creation
by: Pataranutaporn, Pat, et al.
Published: (2024)

Natural Language Interaction for Editing Visual Knowledge Graphs
by: Shahriari, Reza, et al.
Published: (2025)

Reflections on the Use of Dashboards in the Covid-19 Pandemic
by: Arleo, Alessio, et al.
Published: (2025)

Typist Experiment: an Investigation of Human-to-Human Dictation via Role-play to Inform Voice-based Text Authoring
by: Liu, Can, et al.
Published: (2024)

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// 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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