EfficientUICoder: Efficient MLLM-based UI Code Generation via Input and Output Token Compression
Fuente:
arXiv
Saved in:
| Main Authors: | Xiao, Jingyu, Zhang, Zhongyi, Wan, Yuxuan, Huo, Yintong, Liu, Yang, Lyu, Michael R. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ComUICoder: Component-based Reusable UI Code Generation for Complex Websites via Semantic Segmentation and Element-wise Feedback
by: Xiao, Jingyu, et al.
Published: (2026)
by: Xiao, Jingyu, et al.
Published: (2026)
DesignBench: A Comprehensive Benchmark for MLLM-based Front-end Code Generation
by: Xiao, Jingyu, et al.
Published: (2025)
by: Xiao, Jingyu, et al.
Published: (2025)
MRWeb: An Exploration of Generating Multi-Page Resource-Aware Web Code from UI Designs
by: Wan, Yuxuan, et al.
Published: (2024)
by: Wan, Yuxuan, et al.
Published: (2024)
Interaction2Code: Benchmarking MLLM-based Interactive Webpage Code Generation from Interactive Prototyping
by: Xiao, Jingyu, et al.
Published: (2024)
by: Xiao, Jingyu, et al.
Published: (2024)
Automatically Generating UI Code from Screenshot: A Divide-and-Conquer-Based Approach
by: Wan, Yuxuan, et al.
Published: (2024)
by: Wan, Yuxuan, et al.
Published: (2024)
From Runnable to Shippable: Multi-Agent Test-Driven Development for Generating Full-Stack Web Applications from Requirements
by: Wan, Yuxuan, et al.
Published: (2026)
by: Wan, Yuxuan, et al.
Published: (2026)
Automatically Generating Web Applications from Requirements Via Multi-Agent Test-Driven Development
by: Wan, Yuxuan, et al.
Published: (2025)
by: Wan, Yuxuan, et al.
Published: (2025)
UIBenchKit: A unified toolkit for design-to-code model evaluation
by: Le, Chinh T., et al.
Published: (2026)
by: Le, Chinh T., et al.
Published: (2026)
Envisioning Future Interactive Web Development: Editing Webpage with Natural Language
by: Dang, Truong Hai, et al.
Published: (2025)
by: Dang, Truong Hai, et al.
Published: (2025)
90% Faster, 100% Code-Free: MLLM-Driven Zero-Code 3D Game Development
by: Yang, Runxin, et al.
Published: (2025)
by: Yang, Runxin, et al.
Published: (2025)
LogFold: Compressing Logs with Structured Tokens and Hybrid Encoding
by: Shan, Shiwen, et al.
Published: (2026)
by: Shan, Shiwen, et al.
Published: (2026)
Small is Beautiful: A Practical and Efficient Log Parsing Framework
by: Wang, Minxing, et al.
Published: (2026)
by: Wang, Minxing, et al.
Published: (2026)
UICopilot: Automating UI Synthesis via Hierarchical Code Generation from Webpage Designs
by: Gui, Yi, et al.
Published: (2025)
by: Gui, Yi, et al.
Published: (2025)
Enhancing LLM-Based Coding Tools through Native Integration of IDE-Derived Static Context
by: Li, Yichen, et al.
Published: (2024)
by: Li, Yichen, et al.
Published: (2024)
End-to-End Automated Logging via Multi-Agent Framework
by: Zhong, Renyi, et al.
Published: (2025)
by: Zhong, Renyi, et al.
Published: (2025)
MLLM-Based UI2Code Automation Guided by UI Layout Information
by: Wu, Fan, et al.
Published: (2025)
by: Wu, Fan, et al.
Published: (2025)
Next Edit Prediction: Learning to Predict Code Edits from Context and Interaction History
by: Lu, Ruofan, et al.
Published: (2025)
by: Lu, Ruofan, et al.
Published: (2025)
TrajAudit: Automated Failure Diagnosis for Agentic Coding Systems
by: Wang, Minxing, et al.
Published: (2026)
by: Wang, Minxing, et al.
Published: (2026)
CodeAD: Synthesize Code of Rules for Log-based Anomaly Detection with LLMs
by: Huang, Junjie, et al.
Published: (2025)
by: Huang, Junjie, et al.
Published: (2025)
Chart2Code-MoLA: Efficient Multi-Modal Code Generation via Adaptive Expert Routing
by: Wang, Yifei, et al.
Published: (2025)
by: Wang, Yifei, et al.
Published: (2025)
Larger Is Not Always Better: Exploring Small Open-source Language Models in Logging Statement Generation
by: Zhong, Renyi, et al.
Published: (2025)
by: Zhong, Renyi, et al.
Published: (2025)
KPIRoot+: An Efficient Integrated Framework for Anomaly Detection and Root Cause Analysis in Large-Scale Cloud Systems
by: Gu, Wenwei, et al.
Published: (2025)
by: Gu, Wenwei, et al.
Published: (2025)
CCISolver: End-to-End Detection and Repair of Method-Level Code-Comment Inconsistency
by: Zhong, Renyi, et al.
Published: (2025)
by: Zhong, Renyi, et al.
Published: (2025)
LogUpdater: Automated Detection and Repair of Specific Defects in Logging Statements
by: Zhong, Renyi, et al.
Published: (2024)
by: Zhong, Renyi, et al.
Published: (2024)
Single-Language Evidence Is Insufficient for Automated Logging: A Multilingual Benchmark and Empirical Study with LLMs
by: Zhong, Renyi, et al.
Published: (2026)
by: Zhong, Renyi, et al.
Published: (2026)
Token Sugar: Making Source Code Sweeter for LLMs through Token-Efficient Shorthand
by: Sun, Zhensu, et al.
Published: (2025)
by: Sun, Zhensu, et al.
Published: (2025)
Exploring the Effectiveness of LLMs in Automated Logging Generation: An Empirical Study
by: Li, Yichen, et al.
Published: (2023)
by: Li, Yichen, et al.
Published: (2023)
UICoder: Finetuning Large Language Models to Generate User Interface Code through Automated Feedback
by: Wu, Jason, et al.
Published: (2024)
by: Wu, Jason, et al.
Published: (2024)
Prototype2Code: End-to-end Front-end Code Generation from UI Design Prototypes
by: Xiao, Shuhong, et al.
Published: (2024)
by: Xiao, Shuhong, et al.
Published: (2024)
Go Static: Contextualized Logging Statement Generation
by: Li, Yichen, et al.
Published: (2024)
by: Li, Yichen, et al.
Published: (2024)
When to Stop? Towards Efficient Code Generation in LLMs with Excess Token Prevention
by: Guo, Lianghong, et al.
Published: (2024)
by: Guo, Lianghong, et al.
Published: (2024)
From UI to Code: Mobile Ads Detection via LLM-Unified Static-Dynamic Analysis
by: Ma, Shang, et al.
Published: (2026)
by: Ma, Shang, et al.
Published: (2026)
Bridging Design and Development with Automated Declarative UI Code Generation
by: Zhou, Ting, et al.
Published: (2024)
by: Zhou, Ting, et al.
Published: (2024)
Prompting for Automatic Log Template Extraction
by: Xu, Junjielong, et al.
Published: (2023)
by: Xu, Junjielong, et al.
Published: (2023)
Exploring Autonomous Agents: A Closer Look at Why They Fail When Completing Tasks
by: Lu, Ruofan, et al.
Published: (2025)
by: Lu, Ruofan, et al.
Published: (2025)
AnomalyGen: Enhancing Log-Based Anomaly Detection with Code-Guided Data Augmentation
by: Li, Xinyu, et al.
Published: (2026)
by: Li, Xinyu, et al.
Published: (2026)
TREAT: A Code LLMs Trustworthiness / Reliability Evaluation and Testing Framework
by: Gao, Shuzheng, et al.
Published: (2025)
by: Gao, Shuzheng, et al.
Published: (2025)
CelerLog: Fast Log Parsing via Dynamic Routing
by: Shan, Shiwen, et al.
Published: (2026)
by: Shan, Shiwen, et al.
Published: (2026)
E-code: Mastering Efficient Code Generation through Pretrained Models and Expert Encoder Group
by: Pan, Yue, et al.
Published: (2024)
by: Pan, Yue, et al.
Published: (2024)
SECRET: Towards Scalable and Efficient Code Retrieval via Segmented Deep Hashing
by: Gu, Wenchao, et al.
Published: (2024)
by: Gu, Wenchao, et al.
Published: (2024)
Similar Items
-
ComUICoder: Component-based Reusable UI Code Generation for Complex Websites via Semantic Segmentation and Element-wise Feedback
by: Xiao, Jingyu, et al.
Published: (2026) -
DesignBench: A Comprehensive Benchmark for MLLM-based Front-end Code Generation
by: Xiao, Jingyu, et al.
Published: (2025) -
MRWeb: An Exploration of Generating Multi-Page Resource-Aware Web Code from UI Designs
by: Wan, Yuxuan, et al.
Published: (2024) -
Interaction2Code: Benchmarking MLLM-based Interactive Webpage Code Generation from Interactive Prototyping
by: Xiao, Jingyu, et al.
Published: (2024) -
Automatically Generating UI Code from Screenshot: A Divide-and-Conquer-Based Approach
by: Wan, Yuxuan, et al.
Published: (2024)