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Directing user attention via visual flow on web designs

https://doi.org/10.1145/2980179.2982422
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1016/j.physa.2003.09.011openalex-snapshot
Modelling gaze shift as a constrained random walk
inferredcites →https://doi.org/10.1016/j.visres.2008.12.005openalex-snapshot
Simple summation rule for optimal fixation selection in visual search
inferredcites →https://doi.org/10.1016/j.visres.2016.01.005openalex-snapshot
Introducing context-dependent and spatially-variant viewing biases in saccadic models
inferredcites →https://doi.org/10.1016/s0042-6989(99)00163-7openalex-snapshot
A saliency-based search mechanism for overt and covert shifts of visual attention
inferredcites →https://doi.org/10.1023/a:1010933404324openalex-snapshot
Random Forests
inferredcites →https://doi.org/10.1063/1.1699114openalex-snapshot
Equation of State Calculations by Fast Computing Machines
inferredcites →https://doi.org/10.1093/biomet/57.1.97openalex-snapshot
Monte Carlo sampling methods using Markov chains and their applications
inferredcites →https://doi.org/10.1109/cvpr.2011.5995423openalex-snapshot
Simulating human saccadic scanpaths on natural images
inferredcites →https://doi.org/10.1109/iccv.2009.5459462openalex-snapshot
Learning to predict where humans look
inferredcites →https://doi.org/10.1109/iccv.2013.401openalex-snapshot
Semantically-Based Human Scanpath Estimation with HMMs
inferredcites →https://doi.org/10.1109/tvcg.2014.48openalex-snapshot
Learning Layouts for Single-PageGraphic Designs
inferredcites →https://doi.org/10.1145/1866158.1866203openalex-snapshot
Computer-generated residential building layouts
inferredcites →https://doi.org/10.1145/1964921.1964958openalex-snapshot
Color compatibility from large datasets
inferredcites →https://doi.org/10.1145/1964921.1964981openalex-snapshot
Make it home
inferredcites →https://doi.org/10.1145/1978942.1979262openalex-snapshot
Bricolage
inferredcites →https://doi.org/10.1145/2366145.2366160openalex-snapshot
Automatic stylistic manga layout
inferredcites →https://doi.org/10.1145/2470654.2466420openalex-snapshot
Webzeitgeist
inferredcites →https://doi.org/10.1145/2601097.2601183openalex-snapshot
Look over here
inferredcites →https://doi.org/10.1155/2016/3594937openalex-snapshot
Semisupervised Learning Based Disease-Symptom and Symptom-Therapeutic Substance Relation Extraction from Biomedical Literature
inferredcites →https://doi.org/10.1167/11.10.1openalex-snapshot
The horizontal tuning of face perception relies on the processing of intermediate and high spatial frequencies
inferredcites →https://doi.org/10.1167/11.5.9openalex-snapshot
Eye movements and perception: A selective review
inferredcites →https://doi.org/10.1177/001872088602800405openalex-snapshot
Statistical Dependency in Visual Scanning
inferredcites →https://doi.org/10.16910/jemr.9.1.2openalex-snapshot
Eye tracking scanpath analysis techniques on web pages: A survey, evaluation and comparison

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Element-Conditioned Gan for Graphic Layout Generation
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Task-Driven Webpage Saliency
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Layout as a Service (LaaS): A Service Platform for Self-Optimizing Web Layouts
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Learning Structural Similarity of User Interface Layouts Using Graph Networks
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Neural Design Network: Graphic Layout Generation with Constraints
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DesignEva: A Design-Supported Tool with Multi-faceted Perceptual Evaluation
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BLT: Bidirectional Layout Transformer for Controllable Layout Generation
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Layout-Driven Top-Down Saliency Detection for Webpage
inferred← citeshttps://doi.org/10.1007/978-3-319-90740-6_8openalex-snapshot
Machine Learning of User Attentions in Sensor Data Visualization
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Interaction Design Strategies for ADHD Learning Attention—A Review
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Image-aware layout generation with user constraints for poster design
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Visual saliency model based on crowdsourcing eye tracking data and its application in visual design
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Banner layout retargeting with hierarchical reinforcement learning and variational autoencoder
inferred← citeshttps://doi.org/10.1007/s11263-024-02030-wopenalex-snapshot
UrbanEvolver: Function-Aware Urban Layout Regeneration
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Dual discriminator GANs with multi-focus label matching for image-aware layout generation
inferred← citeshttps://doi.org/10.1016/j.inffus.2023.101940openalex-snapshot
Intelligent layout generation based on deep generative models: A comprehensive survey
inferred← citeshttps://doi.org/10.1016/j.neucom.2024.127730openalex-snapshot
Element-conditioned GAN for graphic layout generation
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Investigating the mechanisms of user attention allocation and interface interaction evaluation across different running states
inferred← citeshttps://doi.org/10.1093/iwc/iwaf026openalex-snapshot
A cinematographic approach to web design
inferred← citeshttps://doi.org/10.1109/access.2021.3087740openalex-snapshot
Attention-Based Design and User Decisions on Information Sharing: A Thematic Literature Review
inferred← citeshttps://doi.org/10.1109/access.2022.3171033openalex-snapshot
AUPOD: End-to-End Automatic Poster Design by Self-Supervision
inferred← citeshttps://doi.org/10.1109/aivr50618.2020.00013openalex-snapshot
Interactive Design of Gallery Walls via Mixed Reality
inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.01555openalex-snapshot
Magic Layouts: Structural Prior for Component Detection in User Interface Designs
inferred← citeshttps://doi.org/10.1109/icadaai64945.2026.11679306openalex-snapshot
Crit-to-Craft: Automatic Scoring and Refinement of Graphic Layouts for Studio Workflows
inferred← citeshttps://doi.org/10.1109/icme.2019.00087openalex-snapshot
ButtonTips: Design Web Buttons with Suggestions
inferred← citeshttps://doi.org/10.1109/icws72778.2026.00093openalex-snapshot
Toward Generative AI as a Service for Web Design: Efficient Multi-Style Layout Generation with Meta Networks
inferred← citeshttps://doi.org/10.1109/pacificvis52677.2021.00012openalex-snapshot
Parsing and Summarizing Infographics with Synthetically Trained Icon Detection
inferred← citeshttps://doi.org/10.1109/qicar61538.2024.10496639openalex-snapshot
Webpage Saliency Prediction Using a Single Layer Support Vector Regressor
inferred← citeshttps://doi.org/10.1109/scis-isis.2018.00085openalex-snapshot
Effect-Selection Tool using Visual Saliency Maps and its Evaluations
inferred← citeshttps://doi.org/10.1109/sp54263.2024.00199openalex-snapshot
SINBAD: Saliency-informed detection of breakage caused by ad blocking
inferred← citeshttps://doi.org/10.1109/ssci.2017.8280808openalex-snapshot
Effects selection technique for improving visual attraction via visual saliency map
inferred← citeshttps://doi.org/10.1109/tai.2025.3544172openalex-snapshot
ContentDM: A Layout Diffusion Model for Content-Aware Layout Generation
inferred← citeshttps://doi.org/10.1109/tmm.2022.3176942openalex-snapshot
Predicting Visual Attention in Graphic Design Documents
inferred← citeshttps://doi.org/10.1109/tpami.2019.2963663openalex-snapshot
LayoutGAN: Synthesizing Graphic Layouts With Vector-Wireframe Adversarial Networks
inferred← citeshttps://doi.org/10.1109/tvcg.2018.2842734openalex-snapshot
Context-Aware Asset Search for Graphic Design
inferred← citeshttps://doi.org/10.1109/tvcg.2020.2999335openalex-snapshot
Attribute-Conditioned Layout GAN for Automatic Graphic Design
inferred← citeshttps://doi.org/10.1109/tvcg.2022.3150502openalex-snapshot
ScanGAN360: A Generative Model of Realistic Scanpaths for 360° Images
inferred← citeshttps://doi.org/10.1109/tvcg.2022.3151617openalex-snapshot
Aesthetics++: Refining Graphic Designs by Exploring Design Principles and Human Preference
inferred← citeshttps://doi.org/10.1109/tvcg.2022.3171839openalex-snapshot
Design Order Guided Visual Note Layout Optimization
inferred← citeshttps://doi.org/10.1109/tvcg.2023.3242293openalex-snapshot
Scanpath Prediction on Information Visualisations
inferred← citeshttps://doi.org/10.1109/tvcg.2024.3456323openalex-snapshot
Path-Based Design Model for Constructing and Exploring Alternative Visualisations
inferred← citeshttps://doi.org/10.1109/tvcg.2025.3549173openalex-snapshot
ChromaGazer: Unobtrusive Visual Modulation using Imperceptible Color Vibration for Visual Guidance
inferred← citeshttps://doi.org/10.1109/vr.2019.8797816openalex-snapshot
Optimizing Visual Element Placement via Visual Attention Analysis
inferred← citeshttps://doi.org/10.1109/wacv61041.2025.00539openalex-snapshot
CLASS: Conditional Latent Architecture for Search and Synthesis of Design Layouts
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Design-O-Meter: Towards Evaluating and Refining Graphic Designs
inferred← citeshttps://doi.org/10.1111/cgf.13576openalex-snapshot
Modeling Fonts in Context: Font Prediction on Web Designs
inferred← citeshttps://doi.org/10.1111/cgf.14399openalex-snapshot
Modeling Visual Containment for Web Page Layout Optimization
inferred← citeshttps://doi.org/10.1145/3126594.3126653openalex-snapshot
Learning Visual Importance for Graphic Designs and Data Visualizations
inferred← citeshttps://doi.org/10.1145/3154353.3154356openalex-snapshot
Computer simulation of furniture layout when moving from one house to another
inferred← citeshttps://doi.org/10.1145/3191442.3191463openalex-snapshot
Human Visual Scanpath Prediction Based on RGB-D Saliency
inferred← citeshttps://doi.org/10.1145/3197517.3201355openalex-snapshot
What characterizes personalities of graphic designs?
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Content-aware generative modeling of graphic design layouts
inferred← citeshttps://doi.org/10.1145/3372278.3390678openalex-snapshot
Learning to Select Elements for Graphic Design
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Automatic Video Creation From a Web Page
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Screen Content Quality Assessment: Overview, Benchmark, and Beyond
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Look over there! Investigating Saliency Modulation for Visual Guidance with Augmented Reality Glasses
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WallPlan
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UEyes: Understanding Visual Saliency across User Interface Types
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Relation-Aware Diffusion Model for Controllable Poster Layout Generation
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Guiding Visual Attention on 2D Screens: Effects of Gaze Cues from Avatars and Humans
inferred← citeshttps://doi.org/10.1145/3627673.3679557openalex-snapshot
Design Element Aware Poster Layout Generation
inferred← citeshttps://doi.org/10.1145/3654777.3676436openalex-snapshot
EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning
inferred← citeshttps://doi.org/10.1145/3694969openalex-snapshot
GazeFusion: Saliency-Guided Image Generation
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Examining Usability, Navigation, and Multimedia Learning Principles in an Intentionally Designed Asynchronous Online College Course: A Usability Study
inferred← citeshttps://doi.org/10.2478/amns-2024-1749openalex-snapshot
Coordination analysis of layout and visual color difference in responsive web design based on PS software
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Effects Selection Tool with Visual Saliency Map
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From Fragment to One Piece: A Review on AI-Driven Graphic Design
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ScanGAN360: A Generative Model of Realistic Scanpaths for 360$^{\circ}$ Images
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Guiding Attention in a Virtual Reality Theater
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User Efficiency Model in Usability Engineering for User Interface Design Refinement of Mobile Application
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Atractivo visual percibido en páginas web mediante eye-tracking : caso de estudio en mujeres en los hoteles NH y Barceló
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