activity
20242026
most citedWebCode2M: A Real-World Dataset for Code Generation from Webpage Designs

15 citations · 21 across the 8 of their papers we have counts for

collaborators

8 papers

cs.SE2026

Figma2Code: Automating Multimodal Design to Code in the Wild

Yi Gui, Jiawan Zhang, Yina Wang +9

Front-end development constitutes a substantial portion of software engineering, yet converting design mockups into production-ready User Interface (UI) code remains tedious and co…

cs.CL2025

Bridging Code Graphs and Large Language Models for Better Code Understanding

Zeqi Chen, Zhaoyang Chu, Yi Gui +3

Large Language Models (LLMs) have demonstrated remarkable performance in code intelligence tasks such as code generation, summarization, and translation. However, their reliance on…

cs.SE2025★ 3 cited

LaTCoder: Converting Webpage Design to Code with Layout-as-Thought

Yi Gui, Zhen Li, Zhongyi Zhang +10

Converting webpage designs into code (design-to-code) plays a vital role in User Interface (UI) development for front-end developers, bridging the gap between visual design and fun…

cs.SE2025

UICopilot: Automating UI Synthesis via Hierarchical Code Generation from Webpage Designs

Yi Gui, Zhen Li, Zhongyi Zhang +8

Automating the synthesis of User Interfaces (UIs) plays a crucial role in enhancing productivity and accelerating the development lifecycle, reducing both development time and manu…

cs.CL2025★ 1 cited

Judge Anything: MLLM as a Judge Across Any Modality

Shu Pu, Yaochen Wang, Dongping Chen +10

Evaluating generative foundation models on open-ended multimodal understanding (MMU) and generation (MMG) tasks across diverse modalities (e.g., images, audio, video) poses signifi…

cs.CL2025

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow

Geliang Ouyang, Jingyao Chen, Zhihe Nie +4

Natural Language to Visualization (NL2Vis) seeks to convert natural-language descriptions into visual representations of given tables, empowering users to derive insights from larg…

cs.CV2024★ 2 cited

GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding

Dongping Chen, Yue Huang, Siyuan Wu +17

Recently, Multimodal Large Language Models (MLLMs) have been used as agents to control keyboard and mouse inputs by directly perceiving the Graphical User Interface (GUI) and gener…

cs.CV2024★ 15 cited

WebCode2M: A Real-World Dataset for Code Generation from Webpage Designs

Yi Gui, Zhen Li, Yao Wan +10

Automatically generating webpage code from webpage designs can significantly reduce the workload of front-end developers, and recent Multimodal Large Language Models (MLLMs) have s…