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Harness4GenUI 2026: Engineering Foundations for Generative UI
Official ASE 2026 workshop dedicated to the software-engineering foundations of Generative UI. Harness4GenUI frames dynamic interfaces as runtime systems and organizes work around stable context models, UI schemas, rendering contracts, testing, observability, safety, and governance rather than generation quality alone.
RAGE-Vis: A Relation-Aware Generative Editing Interface for Chart Editing
ChinaVis 2026 paper introducing a Generative UI for natural-language chart editing. RAGE-Vis turns bitmap charts into editable parameterized representations, parses composite requests, and generates hierarchical panels with coordinated global and local controls for underspecified editing intents.
LEGOUI: Designing with UI-DSL Bricks for Transparent, Controllable Generation
August 2026 HCI paper introducing a staged Generative UI framework for early design ideation. LEGOUI records prompt-derived and model-inferred decisions in a provenance-aware UI DSL, lets users accept, reject, or add decisions across layout, interaction, relation, and style stages, and renders from the evolving specification.
dsh-genui: Streaming Interactive UI for DeepSeek Harness
Open-source DeepSeek Harness plugin that turns structured `dsh-ui` fences into interactive interface elements streamed inside assistant replies. It provides more than 30 whitelisted components, bidirectional actions, persistent panels, local form and quiz behavior, accessibility support, and guarded rendering without allowing arbitrary HTML or scripts.
Beyond a Single Judge: Simulating Social Persona Panels for Generative UI Evaluation
July 2026 paper introducing ESPP, an evaluation method that replaces one LLM judge with a panel of evidence-grounded, psychologically diverse personas. Panelists independently rate generated-interface screenshots, exchange opinions through a bounded-confidence mechanism, and are combined with social weighting.
Design Theater: A Benchmark for Generative UI
July 2026 paper introducing a benchmark for checking whether Generative UI tools implement the design rationales they present to users. Across 120 interfaces from five tools and 24 structural, styling, and functional tasks, the study measures gaps between claimed design decisions and the generated result.
MV-Bench: Benchmarking MLLMs for Coordinated Multi-View Interface Construction
July 2026 benchmark for testing whether multimodal language models can generate executable multi-view visualization interfaces from visual designs. MV-Bench uses Tableau workbooks as structured ground truth and evaluates visual fidelity, data bindings, coordinated interactions, and code executability.
Learning to Detect UI Principle Violations via Reinforcement Learning
July 2026 paper on a lightweight vision-language critic for generated web interfaces. The authors unify 19 principles spanning WCAG 2.2 accessibility, deceptive design, and cognitive usability, then train on roughly 10,000 generated pages with verified synthetic violations.
TaskArtisan: Designing Composable Generative Widgets for LLM-Assisted Analysis
July 2026 HCI paper examining how Generative UI can make long, multi-step chatbot analysis workflows easier to revisit and reuse. TaskArtisan lets people create analysis widgets and compose them into sequential or fan-out workflows, then compares the approach with a conventional chatbot in a 12-participant study.