Cover Image

MiLDEdit: Reasoning-Based Multi-Layer Design Document Editing

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lin, Zihao, Zhu, Wanrong, Gu, Jiuxiang, Kil, Jihyung, Tensmeyer, Christopher, Zhang, Lin, Liu, Shilong, Zhang, Ruiyi, Huang, Lifu, Morariu, Vlad I., Sun, Tong
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Text-Conditioned Background Generation for Editable Multi-Layer Documents
by: Kang, Taewon, et al.
Published: (2025)

AnyDoc: Enhancing Document Generation via Large-Scale HTML/CSS Data Synthesis and Height-Aware Reinforcement Optimization
by: Lin, Jiawei, et al.
Published: (2026)

FlexDoc: Flexible Document Adaptation through Optimizing both Content and Layout
by: Jiang, Yue, et al.
Published: (2024)

GUI-AIMA: Aligning Intrinsic Multimodal Attention with a Context Anchor for GUI Grounding
by: Zhou, Shijie, et al.
Published: (2025)

DocSynthv2: A Practical Autoregressive Modeling for Document Generation
by: Biswas, Sanket, et al.
Published: (2024)

Customization Assistant for Text-to-image Generation
by: Zhou, Yufan, et al.
Published: (2023)

II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering
by: Kil, Jihyung, et al.
Published: (2024)

VisR-Bench: An Empirical Study on Visual Retrieval-Augmented Generation for Multilingual Long Document Understanding
by: Chen, Jian, et al.
Published: (2025)

Automatic Layout Planning for Visually-Rich Documents with Instruction-Following Models
by: Zhu, Wanrong, et al.
Published: (2024)

ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback
by: Byun, Ju-Seung, et al.
Published: (2024)

Towards Visual Text Grounding of Multimodal Large Language Model
by: Li, Ming, et al.
Published: (2025)

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner
by: Zhou, Yufan, et al.
Published: (2024)

LLaVA-Read: Enhancing Reading Ability of Multimodal Language Models
by: Zhang, Ruiyi, et al.
Published: (2024)

Reasoning-Based Personalized Generation for Users with Sparse Data
by: Ni, Bo, et al.
Published: (2026)

SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding
by: Chen, Jian, et al.
Published: (2024)

DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding
by: Suri, Manan, et al.
Published: (2024)

Anticipatory Planning for Multimodal AI Agents
by: Liang, Yongyuan, et al.
Published: (2026)

DocumentCLIP: Linking Figures and Main Body Text in Reflowed Documents
by: Liu, Fuxiao, et al.
Published: (2023)

LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding
by: Zhang, Yanzhe, et al.
Published: (2023)

TRINS: Towards Multimodal Language Models that Can Read
by: Zhang, Ruiyi, et al.
Published: (2024)

ARTIST: Improving the Generation of Text-rich Images with Disentangled Diffusion Models and Large Language Models
by: Zhang, Jianyi, et al.
Published: (2024)

Open-Ended Video Game Glitch Detection with Agentic Reasoning and Temporal Grounding
by: Zheng, Muyang, et al.
Published: (2026)

OIDA-QA: A Multimodal Benchmark for Analyzing the Opioid Industry Documents Archive
by: Shen, Xuan, et al.
Published: (2025)

MMR: Evaluating Reading Ability of Large Multimodal Models
by: Chen, Jian, et al.
Published: (2024)

MLLM as a UI Judge: Benchmarking Multimodal LLMs for Predicting Human Perception of User Interfaces
by: Luera, Reuben A., et al.
Published: (2025)

Agentic Design Review System
by: Nag, Sayan, et al.
Published: (2025)

TutoAI: A Cross-domain Framework for AI-assisted Mixed-media Tutorial Creation on Physical Tasks
by: Chen, Yuexi, et al.
Published: (2024)

Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models
by: Lin, Zihao, et al.
Published: (2024)

GPT-4V(ision) is a Generalist Web Agent, if Grounded
by: Zheng, Boyuan, et al.
Published: (2024)

A Multi-LLM Debiasing Framework
by: Owens, Deonna M., et al.
Published: (2024)

Toffee: Efficient Million-Scale Dataset Construction for Subject-Driven Text-to-Image Generation
by: Zhou, Yufan, et al.
Published: (2024)

TextLap: Customizing Language Models for Text-to-Layout Planning
by: Chen, Jian, et al.
Published: (2024)

Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents
by: Lin, Zihao, et al.
Published: (2024)

DocPrune:Efficient Document Question Answering via Background, Question, and Comprehension-aware Token Pruning
by: Choi, Joonmyung, et al.
Published: (2026)

LDEdit: Towards Generalized Text Guided Image Manipulation via Latent Diffusion Models
by: Chandramouli, Paramanand, et al.
Published: (2022)

Think, Act, Build: An Agentic Framework with Vision Language Models for Zero-Shot 3D Visual Grounding
by: Wang, Haibo, et al.
Published: (2026)

VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use
by: Zhang, Zhehao, et al.
Published: (2024)

R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation
by: Chen, Kaijie, et al.
Published: (2025)

MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding
by: Han, Siwei, et al.
Published: (2025)

GLANCE: A Global-Local Coordination Multi-Agent Framework for Music-Grounded Non-Linear Video Editing
by: Lin, Zihao, et al.
Published: (2026)