Publication

A Design and User Experience Evaluation of 3D Product Information in XR Shopping Application
Current 3D product information pages are believed to enrich the online shopping experience since it provides a more immersive …
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A Task-Decomposed AI-Aided Approach for Generative Conceptual Design
Generative algorithm-based conceptual design has been innovatively applied as an emerging digital design paradigm for early-stage …
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A KNOWLEDGE-BASED IDEATION APPROACH FOR BIO-INSPIRED DESIGN
Bio-inspired design (BID) involves generating innovative ideas for engineering design by drawing inspiration from natural biological …
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A Comparison Study of Human and Machine Generated Creativity
Creativity is a fundamental feature of human intelligence. However, achieving creativity is often considered a challenging task, …
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UI Layers Merger: Merging UI layers via Visual Learning and Boundary Prior
With the fast-growing GUI development workload in the Internet industry, some work on intelligent methods attempted to generate …
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A study of the evaluation metrics for generative images containing combinational creativity
In the field of content generation by machine, the state-of-the-art text-to-image model, DALL⋅E, has advanced and diverse capacities …
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Layout Generation for Various Scenarios in Mobile Shopping Applications
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Browsing Behavioral Intent Prediction on Product Recommendation Pages of E-commerce Platform
User behavior data has always been the key for e-commerce platforms to make decisions and improve experience, especially when …
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UI Layers Group Detector: Grouping UI Layers via Text Fusion and Box Attention
Graphic User Interface (GUI) is facing great demand with the popularization and prosperity of mobile apps. Automatic UI code generation …
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A Study of the Exploratory Creativity Performance Between Machine and Human Designers
Exploratory creativity (E-creativity) is used to represent the creative performance behind the exploration process when establishing …
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