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awesome-agentic-artifact-creation
A curated paper list on agentic artifact creation, an emerging paradigm in which AI agents autonomously construct and iteratively refine artifacts.
README
Awesome Agentic Artifact Creation
A curated list of papers on agentic systems that plan, generate, inspect, revise, and maintain artifacts.
In this project, we comprehensively survey agentic artifact creation, an
emerging paradigm in which AI agents autonomously construct and iteratively
refine artifacts through planning, tool use, feedback, and revision. These
artifacts span text, visual media, audio, video, 3D environments, software, and
interactive experiences.
This repository contains the paper catalog for the
Agentic Artifact Creation survey,
covering both agentic creation systems and benchmarks.
Survey Scope
- Textual Artifacts: creative writing, professional documents, reports, and
scholarly writing. - 2D Visual Artifacts: data visualizations, diagrams, images, posters, and
presentations. - Audio Artifacts: music composition and produced or spoken audio.
- Video Artifacts: expository and narrative video, plus video
editing and repair. - Spatial Artifacts: objects, scenes, worlds, CAD, and engineering
geometry. - Behavioral Artifacts: repositories, applications, websites,
user interfaces, games, and simulations.
The application axis currently covers creative production, brand communication,
educational support, professional work, scientific research, and engineering
design. Application subdomains remain blank until a controlled vocabulary is
defined.
The catalog considers representative venues across AI, computing, design, and
domain research. The list is indicative rather than exhaustive; relevant
workshops, journals, and preprints are also considered. Representative venues
monitored by this survey include:
- Artificial Intelligence: AAAI and IJCAI.
- Machine Learning: NeurIPS, ICML, and ICLR.
- Natural Language Processing: ACL, EMNLP, NAACL, COLM, and EACL main
proceedings. - Computer Vision: CVPR, ICCV, ECCV, and TPAMI.
- Graphics and Visualization: SIGGRAPH, SIGGRAPH Asia, and IEEE VIS/TVCG.
- Human–Computer Interaction: CHI, UIST, CSCW, and TOCHI.
- Data Mining and Information Retrieval: KDD, The Web Conference, SIGIR,
SIGMOD, VLDB, and TKDE. - Software Engineering: ICSE, FSE, ASE, and ISSTA.
- Systems & Hardware: DATE, DAC, and ICCAD.
- Multimodal & Audio: ACM MM, IEEE TMM, and ICASSP.
- Interdisciplinary & General Science: Nature, Science, Nature Machine
Intelligence, and Nature Computational Science.
Catalog Analysis
- Catalog coverage: 257 papers spanning 2023–2026, from 36 publication sources; 229 systems and 28 benchmarks.
- Dual-axis coverage: 220 papers (85.6%) carry both artifact and application labels; 30 are artifact-only and 7 application-only.
- Largest artifact family: Behavioral Artifacts — 74 papers (28.8%).
- Largest application context: Creative Production — 87 papers (33.9%).
- Strongest cross-axis concentrations: Behavioral Artifacts × Engineering Design — 30, Video Artifacts × Creative Production — 25, Spatial Artifacts × Engineering Design — 20.
- System-name coverage: 218 of 229 systems (95.2%) have a verified name.
[!NOTE]
Counts describe this audited catalog rather than total field output. The audit
is a structured first pass, and 2026 is an incomplete publication year.
Contributions are welcome. Please read CONTRIBUTING.md before
adding or reclassifying a paper.
Content
<table>
<tr><th colspan="3"><a href="#artifact-centered-view">📦 Artifact-centered View</a></th></tr>
<tr><td colspan="3"><strong><a href="#textual-artifacts">1. Textual Artifacts</a></strong></td></tr>
<tr>
<td> <a href="#creative-writing">1.1. Creative Writing</a></td>
<td> <a href="#professional-documents">1.2. Professional Documents</a></td>
<td> <a href="#scholarly-manuscripts">1.3. Scholarly Manuscripts</a></td>
</tr>
<tr><td colspan="3"><strong><a href="#2d-visual-artifacts">2. 2D Visual Artifacts</a></strong></td></tr>
<tr>
<td> <a href="#data-visualizations">2.1. Data Visualizations</a></td>
<td> <a href="#illustrative-graphics">2.2. Illustrative Graphics</a></td>
<td> <a href="#visual-documents">2.3. Visual Documents</a></td>
</tr>
<tr><td colspan="3"><strong><a href="#audio-artifacts">3. Audio Artifacts</a></strong></td></tr>
<tr>
<td> <a href="#music">3.1. Music</a></td>
<td></td>
<td></td>
</tr>
<tr><td colspan="3"><strong><a href="#video-artifacts">4. Video Artifacts</a></strong></td></tr>
<tr>
<td> <a href="#expository-videos">4.1. Expository Videos</a></td>
<td> <a href="#narrative-videos">4.2. Narrative Videos</a></td>
<td> <a href="#video-editing-and-repair">4.3. Video Editing and Repair</a></td>
</tr>
<tr><td colspan="3"><strong><a href="#spatial-artifacts">5. Spatial Artifacts</a></strong></td></tr>
<tr>
<td> <a href="#3d-assets">5.1. 3D Assets</a></td>
<td> <a href="#3d-scenes">5.2. 3D Scenes</a></td>
<td></td>
</tr>
<tr><td colspan="3"><strong><a href="#behavioral-artifacts">6. Behavioral Artifacts</a></strong></td></tr>
<tr>
<td> <a href="#software-systems">6.1. Software Systems</a></td>
<td> <a href="#simulation-models">6.2. Simulation Models</a></td>
<td></td>
</tr>
<tr><th colspan="3"><a href="#application-centered-view">🎯 Application-centered View</a></th></tr>
<tr>
<td> <a href="#creative-production">A.1. Creative Production</a></td>
<td> <a href="#brand-communication">A.2. Brand Communication</a></td>
<td> <a href="#educational-support">A.3. Educational Support</a></td>
</tr>
<tr>
<td> <a href="#professional-work">A.4. Professional Work</a></td>
<td> <a href="#scientific-research">A.5. Scientific Research</a></td>
<td> <a href="#engineering-design">A.6. Engineering Design</a></td>
</tr>
</table>
<a id="artifact-centered-view"></a>
📦 Artifact-centered View
This primary view organizes papers by the artifact they construct.
Textual Artifacts
Creative Writing
Narratives
-
StoryBox: Collaborative Multi-Agent Simulation for Hybrid Bottom-Up Long-Form Story Generation Using Large Language Models
Zehao Chen, Rong Pan, Haoran Li
AAAI, 2026. Published ·
System·📦 Textual Artifacts·🎯 Creative Production -
Constella: Supporting Storywriters’ Interconnected Character Creation through LLM-Based Multi-Agents
Syemin Park, Soobin Park, Youn-kyung Lim
ACM TOCHI, 2026. Published ·
System·📦 Textual Artifacts·🎯 Creative Production -
From Personas to Plot: Character-Grounded Multi-Agent Story Generation for Long-Form Narratives
Aayush Aluru, Chloe Ho, Muhammad Hammouri, Kerry Luo, Myra Malik, Ryan Lagasse, Arjun Bahuguna, Vasu Sharma
arXiv, 2026. Preprint ·
System·📦 Textual Artifacts·🎯 Creative Production -
Exploring Creator-Centric Methods for LLM-Assisted Interactive Storytelling
Yuelu Li, Siyi Wu, Lujin Zhang, Zhihan Guo, Wenchuan Lu, David Yip
CHI, 2026. Published ·
System·📦 Textual Artifacts·🎯 Creative Production -
BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation
Yiting Ran, Xintao Wang, Tian Qiu, Jiaqing Liang, Yanghua Xiao, Deqing Yang
ACL, 2025. Published · Code ·
System·📦 Textual Artifacts·🎯 Creative Production -
CreAgentive: An Agent Workflow Driven Multi-Category Creative Generation Engine
Yuyang Cheng, Linyue Cai, Changwei Peng, Yumiao Xu, Rongfang Bie, Yong Zhao
arXiv, 2025. Preprint ·
System·📦 Textual Artifacts·🎯 Creative Production
Performative Texts
-
Multi-Agent Comedy Club: Investigating Community Discussion Effects on LLM Creative Writing
Shiwei Hong, Lingyao Li, Ethan Z. Rong, Chenxinran Shen, Zhicong Lu
arXiv, 2026. Preprint ·
System·📦 Textual Artifacts·🎯 Creative Production -
OpenMic: A Multi-Agent-Based Stand-Up Comedy Generation System
Yuyang Wu, Hanzhong Cao, Jianhao Chen, Yufei Li
arXiv, 2026. Preprint ·
System·📦 Textual Artifacts·🎯 Creative Production
Professional Documents
Informational Reports
-
Beyond Single-shot Writing: Deep Research Agents are Unreliable at Multi-turn Report Revision
Bingsen Chen, Boyan Li, Ping Nie, Yuyu Zhang, Xi Ye, Chen Zhao
ACL, 2026. Published · Code ·
Benchmark·📦 Textual Artifacts·🎯 Scientific Research -
DIAGPaper: Diagnosing Valid and Specific Weaknesses in Scientific Papers via Multi-Agent Reasoning
Zhuoyang Zou, Abolfazl Ansari, Delvin Ce Zhang, Dongwon Lee, Wenpeng Yin
arXiv, 2026. Preprint ·
System·📦 Textual Artifacts·🎯 Scientific Research -
DRACO: A Cross-Domain Benchmark for Deep Research Accuracy, Completeness, and Objectivity
Joey Zhong, Hao Zhang, Clare Southern, Jeremy Yang, Thomas Wang, Kate Jung, Shu Zhang, Denis Yarats, Johnny Ho, Jerry Ma
arXiv, 2026. Preprint ·
Benchmark·📦 Textual Artifacts·🎯 Scientific Research -
Towards Trustworthy Report Generation: A Deep Research Agent with Progressive Verification
Yi Yuan, Xuhong Wang, Shanzhe Lei
arXiv, 2026. Preprint ·
System·📦 Textual Artifacts·🎯 Professional Work -
Resources for Automated Evaluation of Assistive RAG Systems that Help Readers with News Trustworthiness Assessment
Dake Zhang, Mark D. Smucker, Charles L. A. Clarke
SIGIR, 2026. Published ·
Benchmark·📦 Textual Artifacts -
Simulating the Lateral Reader for News Trustworthiness Reports with an Iterative Multi-Agent RAG System
Dake Zhang, Mark D. Smucker
SIGIR, 2026. Published ·
System·📦 Textual Artifacts -
Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers
Zhijian Xu, Yilun Zhao, Manasi Patwardhan, Lovekesh Vig, Arman Cohan
ACL, 2025. Published · Code ·
Benchmark·📦 Textual Artifacts·🎯 Scientific Research -
Queryome: Orchestrating Retrieval, Reasoning, and Synthesis across Biomedical Literature
Pranav Punuru, Nabil Ibtehaz, Swagarika Jaharlal Giri, Harsha Srirangam, Emilia A Tugolukova, Daisuke Kihara
bioRxiv, 2025. Preprint ·
System·📦 Textual Artifacts·🎯 Scientific Research -
MARG: Multi-Agent Review Generation for Scientific Papers
Mike D'Arcy, Tom Hope, Larry Birnbaum, Doug Downey
arXiv, 2024. Preprint ·
System·📦 Textual Artifacts·🎯 Scientific Research -
Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models
Shao, Yijia, Jiang, Yucheng, Kanell, Theodore A., Xu, Peter, Khattab, Omar, Lam, Monica S.
NAACL, 2024. Published ·
System·📦 Textual Artifacts·🎯 Professional Work
Functional Documents
-
DeepTutor: Towards Agentic Personalized Tutoring
Bingxi Zhao, Jiahao Zhang, Xubin Ren, Zirui Guo, Tianzhe Chu, Yi Ma, Chao Huang
arXiv, 2026. Preprint · Code ·
System·📦 Textual Artifacts·🎯 Educational Support -
FormAct: Agentic Source Editing for Rich-Format Document Generation
Eugene Yu, Xingxing Zhang, Yuan Xia, Tao Ge, XWang, FNU Kartik, Vishwas Suryanarayanan, Cheng Yang, Amanda Jiang, Jiayu Ding, Xiangyu Wong, Tengchao Lv, Lei Cui, Si-Qing Chen, Furu Wei, Sujian Li
ICML, 2026. Published ·
System·📦 Textual Artifacts·🎯 Professional Work -
ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows
Wei Liu, Yang Gu, Xi Yan, Zihan Nan, Beicheng Xu, Keyao Ding, Bin Cui, Wentao Zhang
KDD, 2026. Published ·
System·📦 Textual Artifacts·🎯 Professional Work -
AgentCTG: Harnessing Multi-Agent Collaboration for Fine-Grained Precise Control in Text Generation
Xinxu Zhou, Jiaqi Bai, Zhenqi Sun, Fanxiang Zeng, Yue Liu
arXiv, 2025. Preprint ·
System·📦 Textual Artifacts -
EduAgentQG: A Multi-Agent Workflow Framework for Personalized Question Generation
Rui Jia, Min Zhang, Fengrui Liu, Bo Jiang, Kun Kuang, Zhongxiang Dai
arXiv, 2025. Preprint ·
System·📦 Textual Artifacts·🎯 Educational Support -
PAME-AI: Patient Messaging Creation and Optimization using Agentic AI
Junjie Luo, Yihong Guo, Anqi Liu, Ritu Agarwal, Gordon Gao
arXiv, 2025. Preprint ·
System·📦 Textual Artifacts·🎯 Professional Work -
MADS: Multi-Agent Dialogue Simulation for Diverse Persuasion Data Generation
Mingjin Li, Yu Liu, Huayi Liu, Xiang Ye, Chao Jiang, Hongguang Zhang, Yu Ruan
EMNLP Industry Track, 2025. Published ·
System·📦 Textual Artifacts·🎯 Brand Communication -
MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback
Zonghai Yao, Aditya Parashar, Huixue Zhou, Won Seok Jang, Feiyun Ouyang, Zhichao Yang, Hong Yu
NAACL, 2025. Published ·
System·📦 Textual Artifacts·🎯 Educational Support -
SheetAgent: Towards a Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models
Yibin Chen, Yifu Yuan, Zeyu Zhang, Yan Zheng, Jinyi Liu, Fei Ni, Jianye Hao, Hangyu Mao, Fuzheng Zhang
The Web Conference, 2025. Published · Code ·
System·📦 Textual Artifacts·🎯 Professional Work -
LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System
Tianfu Wang, Yi Zhan, Jianxun Lian, Zhengyu Hu, Nicholas Jing Yuan, Qi Zhang, Xing Xie, Hui Xiong
The Web Conference Companion, 2025. Published · Code ·
System·📦 Textual Artifacts·🎯 Educational Support -
AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning
Minghao Chen, Yihang Li, Yanting Yang, Shiyu Yu, Binbin Lin, Xiaofei He
NeurIPS, 2024. Published · Code ·
System·📦 Textual Artifacts·🎯 Professional Work
Scholarly Manuscripts
-
Towards end-to-end automation of AI research
Chris Lu, Cong Lu, Robert Tjarko Lange, Yutaro Yamada, Shengran Hu, Jakob Foerster, David Ha, Jeff Clune
Nature, 2026. Published · Code ·
System·📦 Textual Artifacts·🎯 Scientific Research -
SurGE: A Benchmark and Evaluation Framework for Scientific Survey Generation
Weihang Su, Anzhe Xie, Qingyao Ai, Jianming Long, Xuanyi Chen, Jiaxin Mao, Ziyi Ye, Yiqun Liu
SIGIR, 2026. Published ·
Benchmark·📦 Textual Artifacts·🎯 Scientific Research -
PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing
Junyi Hou, Andre Lin Huikai, Nuo Chen, Yiwei Gong, Bingsheng He
The Web Conference Companion, 2026. Published · Code ·
System·📦 Textual Artifacts·🎯 Scientific Research -
IdeaSynth: Iterative Research Idea Development Through Evolving and Composing Idea Facets with Literature-Grounded Feedback
Kevin Pu, K. J. Kevin Feng, Tovi Grossman, Tom Hope, Bhavana Dalvi Mishra, Matt Latzke, Jonathan Bragg, Joseph Chee Chang, Pao Siangliulue
CHI, 2025. Published ·
System·📦 Textual Artifacts·🎯 Scientific Research -
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models
Jinheon Baek, Sujay Kumar Jauhar, Silviu Cucerzan, Sung Ju Hwang
NAACL, 2025. Published ·
System·📦 Textual Artifacts·🎯 Scientific Research -
MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research
Hui Chen, Miao Xiong, Yujie Lu, Wei Han, Ailin Deng, Yufei He, Jiaying Wu, Yibo Li, Yue Liu, Bryan Hooi
NeurIPS, 2025. Published · Code ·
Benchmark·📦 Textual Artifacts·🎯 Scientific Research
2D Visual Artifacts
-
DrawAI: Agentic Benchmark and Workflow for Making Raster Images Editable
Pu Cao, Qingye Kong, Xuedan Yin, Xuekun Zhao, Rupeng Yan, Qing Song, Yao Zhang, Lu Yang
arXiv, 2026. Preprint ·
System·📦 2D Visual Artifacts
Data Visualizations
-
DV-World: Benchmarking Data Visualization Agents in Real-World Scenarios
Jinxiang Meng, Shaoping Huang, Fangyu Lei, Jingyu Guo, Haoxiang Liu, Jiahao Su, Sihan Wang, Yao Wang, Enrui Wang, Ye Yang, Hongze Chai, Jinming Lyu, Anbang Yu, Huangjing Zhang, Yitong Zhang, Yiming Huang, Zeyao Ma, Shizhu He, Jun Zhao, Kang Liu
ICML, 2026. Published · Code ·
Benchmark·📦 2D Visual Artifacts·🎯 Professional Work -
MultiVis-Agent: A Multi-Agent Framework with Logic Rules for Reliable and Comprehensive Cross-Modal Data Visualization
Jinwei Lu, Yuanfeng Song, Chen Zhang, Raymond Chi-Wing Wong
SIGMOD, 2026. Published ·
System·📦 2D Visual Artifacts·🎯 Professional Work -
A2P-Vis: an Analyzer-to-Presenter Agentic Pipeline for Visual Insights Generation and Reporting
Shuyu Gan, Renxiang Wang, James Mooney, Dongyeop Kang
arXiv, 2025. Preprint ·
System·📦 2D Visual Artifacts·🎯 Professional Work -
CoDA: Agentic Systems for Collaborative Data Visualization
Zichen Chen, Jiefeng Chen, Sercan Ö. Arık, Misha Sra, Tomas Pfister, Jinsung Yoon
arXiv, 2025. Preprint ·
System·📦 2D Visual Artifacts·🎯 Professional Work -
Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
Chenglong Wang, Bongshin Lee, Steven M. Drucker, Dan Marshall, Jianfeng Gao
CHI, 2025. Published ·
System·📦 2D Visual Artifacts·🎯 Professional Work -
Jupybara: Operationalizing a Design Space for Actionable Data Analysis and Storytelling with LLMs
Huichen Will Wang, Larry Birnbaum, Vidya Setlur
CHI, 2025. Published ·
System·📦 2D Visual Artifacts·🎯 Professional Work -
AMACE: Automatic Multi-Agent Chart Evolution for Iteratively Tailored Chart Generation
Hyuk Namgoong, Jeesu Jung, Hyeonseok Kang, Yohan Lee, Sangkeun Jung
EMNLP, 2025. Published ·
System·📦 2D Visual Artifacts·🎯 Professional Work -
DataWink: Reusing and Adapting SVG-based Visualization Examples with Large Multimodal Models
Liwenhan Xie, Yanna Lin, Can Liu, Huamin Qu, Xinhuan Shu
IEEE TVCG, 2025. Published ·
System·📦 2D Visual Artifacts·🎯 Professional Work -
PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Retrieval Feedback
Kanika Goswami, Puneet Mathur, Ryan Rossi, Franck Dernoncourt
The Web Conference Companion, 2025. Published ·
System·📦 2D Visual Artifacts·🎯 Scientific Research -
LightVA: Lightweight Visual Analytics With LLM Agent-Based Task Planning and Execution
Yuheng Zhao, Junjie Wang, Linbin Xiang, Xiaowen Zhang, Zifei Guo, Cagatay Turkay, Yu Zhang, Siming Chen
IEEE TVCG, 2024. Published ·
System·📦 2D Visual Artifacts·🎯 Professional Work
Illustrative Graphics
Images
-
Agent Banana: High-Fidelity Image Editing with Agentic Thinking and Tooling
Ruijie Ye, Jiayi Zhang, Zhuoxin Liu, Zihao Zhu, Siyuan Yang, Li Li, Tianfu Fu, Franck Dernoncourt, Yue Zhao, Jiacheng Zhu, Ryan Rossi, Wenhao Chai, Zhengzhong Tu
arXiv, 2026. Preprint · Code ·
System·📦 2D Visual Artifacts·🎯 Creative Production -
CAMEO: A Conditional and Quality-Aware Multi-Agent Image Editing Orchestrator
Yuhan Pu, Hao Zheng, Ziqian Mo, Zirui Pang, Hill Zhang, Tianyi Fan, Shuhong Wu, Jiaheng Wei
arXiv, 2026. Preprint ·
System·📦 2D Visual Artifacts -
CanvasAgent: Enabling Complex Image Creation and Editing via Visual Tool Orchestration
Hairui Zhu, Yiying Yang, Tengjin Weng, Ziyu Lu, Xiao Yao, Xiaoyang Ye, Lin Ma, Wenhao Jiang
arXiv, 2026. Preprint ·
System·📦 2D Visual Artifacts·🎯 Creative Production -
ReDesign: Recovering Editable Design Structures from Images via Agentic Decomposition
Jooyeol Yun, Jintae Park, Hyesu Lim, Junha Hyung, Hyungjin Chung, Jaegul Choo
arXiv, 2026. Preprint ·
System·📦 2D Visual Artifacts·🎯 Creative Production -
Preference-Guided Prompt Optimization for Text-to-Image Generation
Zhipeng Li, Yi-Chi Liao, Christian Holz
CHI, 2026. Published ·
System·📦 2D Visual Artifacts·🎯 Creative Production -
Agentic Retoucher for Text-To-Image Generation
Shaocheng Shen, Jianfeng Liang, Chunlei Cai, Cong Geng, Huiyu Duan, Xiaoyun Zhang, Qiang Hu, Guangtao Zhai
CVPR, 2026. Published ·
System·📦 2D Visual Artifacts·🎯 Creative Production -
UniEdit-I: Training-free Image Editing for Unified VLM via Iterative Understanding, Editing and Verifying
Chengyu Bai, Jintao Chen, Xiang Bai, Yilong Chen, Qi She, Ming Lu, Shanghang Zhang
CVPR, 2026. Published ·
System·📦 2D Visual Artifacts·🎯 Creative Production -
FaSTA*: Fast-Slow Toolpath Agent with Subroutine Mining for Efficient Multi-turn Image Editing
Advait Gupta, Rishie Raj, Dang Nguyen, Tianyi Zhou
ICLR, 2026. Published ·
System·📦 2D Visual Artifacts·🎯 Creative Production -
CEARI: Co-Evolutionary Agents for Reassembling and Inpainting Puzzles with Gaps and Missing Pieces
Xingke Song, Jianxu Shangguan, Yiran Li, Jialu Zhang, Jianfeng Ren, Ruibin Bai, Xin Chen, Xudong Jiang
ACM MM, 2025. Published ·
System·📦 2D Visual Artifacts -
GraphicBench: A Planning Benchmark for Graphic Design with Language Agents
Dayeon Ki, Tianyi Zhou, Marine Carpuat, Gang Wu, Puneet Mathur, Viswanathan Swaminathan
arXiv, 2025. Preprint ·
Benchmark·📦 2D Visual Artifacts·🎯 Creative Production -
Mirror in the Model: Ad Banner Image Generation via Reflective Multi-LLM and Multi-modal Agents
Zhao Wang, Bowen Chen, Yotaro Shimose, Sota Moriyama, Heng Wang, Shingo Takamatsu
arXiv, 2025. Preprint ·
System·📦 2D Visual Artifacts·🎯 Brand Communication -
SketchAgent: Language-Driven Sequential Sketch Generation
Yael Vinker, Tamar Rott Shaham, Kristine Zheng, Alex Zhao, Judith E. Fan, Antonio Torralba
CVPR, 2025. Published ·
System·📦 2D Visual Artifacts·🎯 Creative Production -
BannerAgency: Advertising Banner Design with Multimodal LLM Agents
Heng Wang, Yotaro Shimose, Shingo Takamatsu
EMNLP, 2025. Published · Code ·
System·📦 2D Visual Artifacts·🎯 Brand Communication -
Multi-turn Consistent Image Editing
Zijun Zhou, Yingying Deng, Xiangyu He, Weiming Dong, Fan Tang
ICCV, 2025. Published ·
System·📦 2D Visual Artifacts·🎯 Creative Production -
T2I-Copilot: A Training-Free Multi-Agent Text-to-Image System for Enhanced Prompt Interpretation and Interactive Generation
Chieh-Yun Chen, Min Shi, Gong Zhang, Humphrey Shi
ICCV, 2025. Published · Code ·
System·📦 2D Visual Artifacts·🎯 Creative Production -
Culture-TRIP: Culturally-Aware Text-to-Image Generation with Iterative Prompt Refinement
Suchae Jeong, Inseong Choi, Youngsik Yun, Jihie Kim
NAACL, 2025. Published ·
System·📦 2D Visual Artifacts·🎯 Creative Production -
4KAgent: Agentic Any Image to 4K Super-Resolution
Yushen Zuo, Qi Zheng, Mingyang Wu, Xinrui Jiang, Renjie Li, Jian Wang, Yide Zhang, Gengchen Mai, Lihong Wang, James Y Zou, Xiaoyu Wang, Ming-Hsuan Yang, Zhengzhong Tu
NeurIPS, 2025. Published · Code ·
System·📦 2D Visual Artifacts -
CREA: A Collaborative Multi-Agent Framework for Creative Image Editing and Generation
Kavana Venkatesh, Connor Dunlop, Pinar Yanardag
NeurIPS, 2025. Published · Code ·
System·📦 2D Visual Artifacts·🎯 Creative Production -
G-Refine: A General Quality Refiner for Text-to-Image Generation
Chunyi Li, Haoning Wu, Hongkun Hao, Zicheng Zhang, Tengchuan Kou, Chaofeng Chen, Lei Bai, Xiaohong Liu, Weisi Lin, Guangtao Zhai
ACM MM, 2024. Published · Code ·
System·📦 2D Visual Artifacts·🎯 Creative Production -
Learning Realistic Sketching: A Dual-agent Reinforcement Learning Approach
Ji Qiu, Peng Lu, Xujun Peng, Wenhao Guo, Zhaoran Zhao, XiangTao Dong
ACM MM, 2024. Published ·
System·📦 2D Visual Artifacts·🎯 Creative Production -
Idea2Img: Iterative Self-Refinement with GPT-4V for Automatic Image Design and Generation
Zhengyuan Yang, Jianfeng Wang, Linjie Li, Kevin Lin, Chung-Ching Lin, Zicheng Liu, Lijuan Wang
ECCV, 2024. Published ·
System·📦 2D Visual Artifacts·🎯 Creative Production -
GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing
Zhenyu Wang, Aoxue Li, Zhenguo Li, Xihui Liu
NeurIPS, 2024. Published · Code ·
System·📦 2D Visual Artifacts·🎯 Creative Production -
Stroke-based Neural Painting and Stylization with Dynamically Predicted Painting Region
Teng Hu, Ran Yi, Haokun Zhu, Liang Liu, Jinlong Peng, Yabiao Wang, Chengjie Wang, Lizhuang Ma
ACM MM, 2023. Published · Code ·
System·📦 2D Visual Artifacts·🎯 Creative Production
Diagrams
-
SciFlow-Bench: Evaluating Structure-Aware Scientific Diagram Generation via Inverse Parsing
Tong Zhang, Honglin Lin, Zhou Liu, Chong Chen, Wentao Zhang
ACL, 2026. Published ·
Benchmark·📦 2D Visual Artifacts·🎯 Scientific Research -
Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs
Haozhe Zhao, Shuzheng Si, Zhenhailong Wang, Zheng Wang, Liang Chen, Xiaotong Li, Zhixiang Liang, Maosong Sun, Minjia Zhang
arXiv, 2026. Preprint · Code ·
System·📦 2D Visual Artifacts·🎯 Scientific Research -
EvoDiagram: Agentic Editable Diagram Creation via Design Expertise Evolution
Tianfu Wang, Leilei Ding, Ziyang Tao, Yi Zhan, Zhiyuan Ma, Wei Wu, Yuxuan Lei, Yuan Feng, Junyang Wang, Yin Wu, Yizhao Xu, Hongyuan Zhu, Qi Liu, Nicholas Jing Yuan, Yanyong Zhang, Hui Xiong
arXiv, 2026. Preprint ·
System·📦 2D Visual Artifacts -
GenAI-DrawIO-Creator: A Framework for Automated Diagram Generation
Jinze Yu, Dayuan Jiang
arXiv, 2026. Preprint ·
System·📦 2D Visual Artifacts -
PCBSchemaGen: Reward-Guided LLM Code Synthesis for Printed Circuit Boards (PCB) Schematic Design with Structured Verification
Huanghaohe Zou, Peng Han, Emad Nazerian, Mafu Zhang, Zhicheng Guo, Alex Q. Huang
arXiv, 2026. Preprint ·
System·📦 2D Visual Artifacts·🎯 Engineering Design -
SAGE: Structured Agentic Graph Editing for Software Diagrams
Tyler Sivertsen, Neal Singh, James C. Davis
arXiv, 2026. Preprint ·
System·📦 2D Visual Artifacts·🎯 Engineering Design -
SciFig: Towards Automating Editable Figure Generation for Scientific Papers
Siyuan Huang, Yifan Zhou, Yutong Gao, Zi Yin, Juyang Bai, Xinxin Liu, Rama Chellappa, Chun Pong Lau, Cheng Peng, Sayan Nag, Shraman Pramanick
arXiv, 2026. Preprint ·
System·📦 2D Visual Artifacts·🎯 Scientific Research -
AutoFigure: Generating and Refining Publication-Ready Scientific Illustrations
Minjun Zhu, Zhen Lin, Yixuan Weng, Panzhong Lu, et al.
ICLR, 2026. Published · Code ·
System·📦 2D Visual Artifacts·🎯 Scientific Research -
PaperBanana: Automating Academic Illustration for AI Scientists
Dawei Zhu, Rui Meng, Yale Song, Xiyu Wei, Sujian Li, Tomas Pfister, Jinsung Yoon
ICML, 2026. Published · Code ·
System·📦 2D Visual Artifacts·🎯 Scientific Research -
From Pixels to Paths: A Multi-Agent Framework for Editable Scientific Illustration
Jianwen Sun, Fanrui Zhang, Yukang Feng, Chuanhao Li, Zizhen Li, Jiaxin Ai, Yifan Chang, Yu Dai, Kaipeng Zhang
arXiv, 2025. Preprint ·
System·📦 2D Visual Artifacts·🎯 Scientific Research -
From Words to Structured Visuals: A Benchmark and Framework for Text-to-Diagram Generation and Editing
Jingxuan Wei, Cheng Tan, Qi Chen, Gaowei Wu, et al.
CVPR, 2025. Published · Code ·
Benchmark·📦 2D Visual Artifacts -
SketchAgent: Generating Structured Diagrams from Hand-Drawn Sketches
Cheng Tan, Qi Chen, Jingxuan Wei, et al.
IJCAI, 2025. Published ·
System·📦 2D Visual Artifacts
Visual Documents
Posters
-
AutoPP: Towards Automated Product Poster Generation and Optimization
Jiahao Fan, Yuxin Qin, Wei Feng, Yanyin Chen, et al.
AAAI, 2026. Published ·
System·📦 2D Visual Artifacts·🎯 Brand Communication -
PosterForest: Hierarchical Multi-Agent Collaboration for Scientific Poster Generation
Jiho Choi, Seojeong Park, Seongjong Song, Hyunjung Shim
ACL, 2026. Published ·
System·📦 2D Visual Artifacts·🎯 Scientific Research -
AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design
Yaxin Luo, Haobin Jiang, Jialv Zou, Xu Huang, Wenhao Yan, Haodong Li, Zhengrong Yue, Jing Li, Xiaofu Chen, Xiaohan Zhao, Jiacheng Liu, Jiacheng Cui, Zhiqiang Shen, Xiaotong Li
arXiv, 2026. Preprint · Code ·
System·📦 2D Visual Artifacts·🎯 Scientific Research -
PosterMELD: Multi-Agent Paper-to-Poster Generation for Controllable Design Diversity with Editable Print-Ready Outputs
Haojie Hu, Chenhao Dang, Yaojia Liu, Hengrui Kang, Conghui He, Weijia Li
arXiv, 2026. Preprint · Code ·
System·📦 2D Visual Artifacts·🎯 Scientific Research -
P2P: Automated Paper-to-Poster Generation and Fine-Grained Benchmark
Tao Sun, Enhao Pan, Zhengkai Yang, Kaixin Sui, Jiajun Shi, Xianfu Cheng, Tongliang Li, Wenhao Huang, Ge Zhang, Jian Yang, Zhoujun Li
ICLR, 2026. Published · Code ·
Benchmark·📦 2D Visual Artifacts·🎯 Scientific Research -
PosterAgent: Agentic Poster Generation via Stage-Aware Reinforcement Learning
Zhuocheng Yu, Feng Zhang, Sujian Li, Kai Jia
ICML, 2026. Published ·
System·📦 2D Visual Artifacts·🎯 Creative Production -
Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers
Wei Pang, Kevin Qinghong Lin, Xiangru Jian, Xi He, Philip Torr
NeurIPS, 2025. Published · Code ·
System·📦 2D Visual Artifacts·🎯 Scientific Research
Presentations
-
Narrative-Driven Paper-to-Slide Generation via ArcDeck
Tarik Can Ozden, Sachidanand VS, Furkan Horoz, Ozgur Kara, Junho Kim, James Matthew Rehg
arXiv, 2026. Preprint · Code ·
System·📦 2D Visual Artifacts·🎯 Scientific Research -
SlidesGen-Bench: Evaluating Slides Generation via Computational and Quantitative Metrics
Yunqiao Yang, Wenbo Li, Houxing Ren, Zimu Lu, Ke Wang, Zhiyuan Huang, Zhuofan Zong, Mingjie Zhan, Hongsheng Li
arXiv, 2026. Preprint · Code ·
Benchmark·📦 2D Visual Artifacts -
SlideBot: A Multi-Agent Framework for Generating Informative, Reliable, Multi-Modal Presentations
Eric Xie, Danielle Waterfield, Michael Kennedy, Aidong Zhang
EAAI, 2026. Published ·
System·📦 2D Visual Artifacts·🎯 Educational Support -
Presenting a Paper is an Art: Self-Improvement Aesthetic Agents for Academic Presentations
Chengzhi Liu, Yuzhe YANG, Kaiwen Zhou, Zhen Zhang, Yue Fan, Yanan Xie, Peng Qi, Xin Wang
ICLR, 2026. Published ·
System·📦 2D Visual Artifacts·🎯 Scientific Research -
DECKBench: Benchmarking Multi-Agent Frameworks for Academic Slide Generation and Editing
Daesik Jang, Morgan Lindsay Heisler, Linzi Xing, Yifei Li, Edward Wang, Ying Xiong, Yong Zhang, Zhenan Fan
KDD, 2026. Published ·
Benchmark·📦 2D Visual Artifacts·🎯 Scientific Research -
Auto-Slides: An Interactive Multi-Agent System for Creating and Customizing Research Presentations
Yuheng Yang, Wenjia Jiang, Yang Wang, Yi Song, Yiwei Wang, Chi Zhang
arXiv, 2025. Preprint ·
System·📦 2D Visual Artifacts·🎯 Educational Support -
SlideGen: Collaborative Multimodal Agents for Scientific Slide Generation
Xin Liang, Xiang Zhang, Yiwei Xu, Siqi Sun, Chenyu You
arXiv, 2025. Preprint ·
System·📦 2D Visual Artifacts·🎯 Scientific Research -
PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides
Hao Zheng, Xinyan Guan, Hao Kong, Wenkai Zhang, Jia Zheng, Weixiang Zhou, Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun
EMNLP, 2025. Published · Code ·
Benchmark·📦 2D Visual Artifacts
Audio Artifacts
-
Audio-Oscar: A Multi-Agent System for Complex Audio Scene Generation, Orchestration, and Refinement
Yifan Duan, Qixiang Xu, Hengtao Wu, Zhanxun Liu, Wenhao Guan, Junxi Liu, Ziyang Ma, Kelu Xu, Xie Chen
arXiv, 2026. Preprint · Code ·
System·📦 Audio Artifacts·🎯 Creative Production -
SoundscapeAgent: Agentic Soundscape Construction for Controllable Synthesis and Scalable Audio-Language Supervision
Hao Zhang, Yiwen Zhao, Yixuan Zhang, Yiwen Shao, Steve Yves
arXiv, 2026. Preprint · Code ·
System·📦 Audio Artifacts·🎯 Creative Production -
Feedback-Driven Retrieval-Augmented Audio Generation with Large Audio Language Models
Junqi Zhao, Chenxing Li, Jinzheng Zhao, Rilin Chen, Dong Yu, Mark D. Plumbley, Wenwu Wang
ICASSP, 2026. Published ·
System·📦 Audio Artifacts·🎯 Creative Production -
AudioGenie: A Training-Free Multi-Agent Framework for Diverse Multimodality-to-Multiaudio Generation
Yan Rong, Jinting Wang, Guangzhi Lei, Shan Yang, Li Liu
ACM MM, 2025. Published · Code ·
System·📦 Audio Artifacts·🎯 Creative Production -
Orchestrating Audio: Multi-Agent Framework for Long-Video Audio Synthesis
Yehang Zhang, Xinli Xu, Xiaojie Xu, Doudou Zhang, Li Liu, Ying-Cong Chen
EMNLP, 2025. Published · Code ·
System·📦 Audio Artifacts·🎯 Creative Production -
WavCraft: Audio Editing and Generation with Large Language Models
Jinhua Liang, Huan Zhang, Haohe Liu, Yin Cao, Qiuqiang Kong, Xubo Liu, Wenwu Wang, Mark D. Plumbley, Huy Phan, Emmanouil Benetos
ICLR Workshop, 2024. Published · Code ·
System·📦 Audio Artifacts·🎯 Creative Production
Music
-
Libretto: Giving LLM Agents a Sense of Musical Structure
Yichen Xu
arXiv, 2026. Preprint · Code ·
System·📦 Audio Artifacts·🎯 Creative Production -
RIME: Enabling Large-Scale Agentic Music Post-Production
Noah Schaffer, Nikhil Singh
arXiv, 2026. Preprint ·
Benchmark·📦 Audio Artifacts·🎯 Creative Production -
CoComposer: LLM Multi-agent Collaborative Music Composition
Peiwen Xing, Aske Plaat, Niki van Stein
arXiv, 2025. Preprint ·
System·📦 Audio Artifacts·🎯 Creative Production -
MusicSwarm: Biologically Inspired Intelligence for Music Composition
Markus J. Buehler
arXiv, 2025. Preprint ·
System·📦 Audio Artifacts·🎯 Creative Production -
WeaveMuse: An Open Agentic System for Multimodal Music Understanding and Generation
Emmanouil Karystinaios
arXiv, 2025. Preprint ·
System·📦 Audio Artifacts·🎯 Creative Production
Video Artifacts
-
ParticleGen: A Multi-Agent System for Particle Effects Generation
Junhao Zhuge, Junyi Yang, Yuqing Wang, Kangzhan Wang, Sipeng Yang, Xiaogang Jin
arXiv, 2026. Preprint ·
System·📦 Video Artifacts·🎯 Creative Production -
PhysAgent: Reflective Agentic Physics Control for Physically Plausible Video Generation
Qirui Li, Jinkun Hao, Yibo Li, Ran Yi, Paul L. Rosin, Yu-Kun Lai
arXiv, 2026. Preprint ·
System·📦 Video Artifacts·🎯 Creative Production -
VideoCoCo: Code-as-CoT for Physically-Consistent Video Generation via an Agentic Dual-Engine System
Haodong Li, Tianfei Ren, Xiaoxiao Ma, Chunmei Qing, Zhen Fang, Sipeng He, Ziyu Guo, Haoyu Wu, Juanxi Tian, Yihang Zou, Ruichuan An, Dongzhi Jiang, Boxue Yang, Ji Xie, Xu Huang, Wenhao Yan, Jialv Zou, Zhengrong Yue, Yaxin Luo, Xiaotong Li, Yuzhu Wang, Junyan Ye, Jinjing Zhao, Zehui Chen, Lin Chen, Renye Yan, Feng Zhao, Pheng-Ann Heng
arXiv, 2026. Preprint ·
System·📦 Video Artifacts·🎯 Creative Production
Expository Videos
-
Beyond End-to-End Video Models: An LLM-Based Multi-Agent System for Educational Video Generation
Lingyong Yan, Jiulong Wu, Dong Xie, Weixian Shi, Deguo Xia, Jizhou Huang
arXiv, 2026. Preprint · Code ·
System·📦 Video Artifacts·🎯 Educational Support -
ManimAgent: Self-Evolving Multimodal Agents for Visual Education
Wenjia Jiang, Zongyuan Cai, Yuanhang Shao, Chenru Wang, Boyan Han, Zhixue Song, Keyu Chen, Shengwei An, Xu Yang, Zhou Yang
arXiv, 2026. Preprint ·
System·📦 Video Artifacts·🎯 Educational Support -
Code2Video: A Code-centric Paradigm for Educational Video Creation
Yanzhe Chen, Kevin Qinghong Lin, Mike Zheng Shou
ICML, 2026. Published · Code ·
System·📦 Video Artifacts·🎯 Educational Support -
VideoAgent: Personalized Synthesis of Scientific Videos
Xiao Liang, Bangxin Li, Zixuan Chen, Hanyue Zheng, Zhi Ma, Di Wang, Cong Tian, Quan Wang
ICMR, 2026. Published ·
System·📦 Video Artifacts·🎯 Scientific Research -
ATVG: Agentic System for Factually Grounded Travel Advertisement Video Generation
Byung Eun Jeon, Xiao Bai, Wen Zhang, Jinchao Li
SIGIR, 2026. Published ·
System·📦 Video Artifacts·🎯 Brand Communication -
Paper2Video: Automatic Video Generation from Scientific Papers
Zeyu Zhu, Kevin Qinghong Lin, Mike Zheng Shou
arXiv, 2025. Preprint · Code ·
System·📦 Video Artifacts·🎯 Scientific Research -
MapStory: Prototyping Editable Map Animations with LLM Agents
Aditya Gunturu, Ben Pearman, Keiichi Ihara, Morteza Faraji, Bryan Wang, Rubaiat Habib Kazi, Ryo Suzuki
UIST, 2025. Published ·
System·📦 Video Artifacts·🎯 Professional Work
Narrative Videos
-
CoMA: Compositional Human Motion Generation with Multi-modal Agents
Shanlin Sun, Jiaqi Xu, Gabriel de Araujo, Shenghan Zhou, Hanwen Zhang, Ziheng Huang, Chenyu You, Xiaohui Xie
AAAI, 2026. Published ·
System·📦 Video Artifacts·🎯 Creative Production -
FantasyHSI: Video-Generation-Centric 4D Human Synthesis in Any Scene Through a Graph-Based Multi-Agent Framework
Lingzhou Mu, Qiang Wang, Fan Jiang, Mengchao Wang, Mu Xu, Kai Zhang
AAAI, 2026. Published ·
System·📦 Video Artifacts·🎯 Creative Production -
GENMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration
Kaiyi Huang, Yukun Huang, Xuefei Ning, Zinan Lin, Yu Wang, Xihui Liu
AAAI, 2026. Published · Code ·
System·📦 Video Artifacts·🎯 Creative Production -
Authoring for Living Worlds: Tool-Constrained LLM Agents for Executable Multi-Actor Scenarios
Nicolae Cudlenco, Mihai Masala, Marius Leordeanu
arXiv, 2026. Preprint ·
System·📦 Video Artifacts·🎯 Creative Production -
BrandFusion: A Multi-Agent Framework for Seamless Brand Integration in Text-to-Video Generation
Zihao Zhu, Ruotong Wang, Siwei Lyu, Min Zhang, Baoyuan Wu
arXiv, 2026. Preprint ·
System·📦 Video Artifacts·🎯 Brand Communication -
FilmWorld: Agentic Novel-to-Film Generation through Dynamic Cinematic World Modeling
Jialong Zuo, Haotong Zuo, Shiwei Zhang, Xiang Wang, Chen Li, Nong Sang, Changxin Gao, Xiang Bai
arXiv, 2026. Preprint ·
System·📦 Video Artifacts·🎯 Creative Production -
MUSE: A Multi-agent Framework for Unconstrained Story Envisioning via Closed-Loop Cognitive Orchestration
Wenzhang Sun, Zhenyu Wang, Zhangchi Hu, Chunfeng Wang, Hao Li, Wei Chen
arXiv, 2026. Preprint ·
System·📦 Video Artifacts·🎯 Creative Production -
VideoMemory: Toward Consistent Video Generation via Memory Integration
Jinsong Zhou, Yihua Du, Xinli Xu, Luozhou Wang, Zijie Zhuang, Yehang Zhang, Shuaibo Li, Xiaojun Hu, Bolan Su, Ying-cong Chen
arXiv, 2026. Preprint ·
System·📦 Video Artifacts·🎯 Creative Production -
VISTA: A Test-Time Self-Improving Video Generation Agent
Do Xuan Long, Xingchen Wan, Hootan Nakhost, Chen-Yu Lee, Tomas Pfister, Sercan Ö. Arık
CVPR, 2026. Published ·
System·📦 Video Artifacts·🎯 Creative Production -
HAMLET: A Hierarchical and Adaptive Multi-Agent Framework for Live Embodied Theatrics
Shufan Jiang, Sizhou Chen, Chi Zhang, Xiao-Lei Zhang, Xuelong Li
ICLR, 2026. Published · Code ·
System·📦 Video Artifacts·🎯 Creative Production -
Gen4Track: A Tuning-free Data Augmentation Framework via Self-correcting Diffusion Model for Vision-Language Tracking
Jiawei Ge, Xinyu Zhang, Jiuxin Cao, Xuelin Zhu, Weijia Liu, Qingqing Gao, Biwei Cao, Kun Wang, Chang Liu, Bo Liu, Chen Feng, Ioannis Patras
ACM MM, 2025. Published ·
System·📦 Video Artifacts·🎯 Scientific Research -
AutoMV: An Automatic Multi-Agent System for Music Video Generation
Xiaoxuan Tang, Xinping Lei, Chaoran Zhu, Shiyun Chen, Ruibin Yuan, Yizhi Li, Changjae Oh, Ge Zhang, Wenhao Huang, Emmanouil Benetos, Yang Liu, Jiaheng Liu, Yinghao Ma
arXiv, 2025. Preprint · Code ·
System·📦 Video Artifacts·🎯 Creative Production -
Hollywood Town: Long-Video Generation via Cross-Modal Multi-Agent Orchestration
Zheng Wei, Mingchen Li, Zeqian Zhang, Ruibin Yuan, Pan Hui, Huamin Qu, James Evans, Maneesh Agrawala, Anyi Rao
arXiv, 2025. Preprint ·
System·📦 Video Artifacts·🎯 Creative Production -
PersonaVlog: Personalized Multimodal Vlog Generation with Multi-Agent Collaboration and Iterative Self-Correction
Xiaolu Hou, Bing Ma, Jiaxiang Cheng, Xuhua Ren, Kai Yu, Wenyue Li, Tianxiang Zheng, Qinglin Lu
arXiv, 2025. Preprint ·
System·📦 Video Artifacts·🎯 Creative Production -
AniMaker: Multi-Agent Animated Storytelling with MCTS-Driven Clip Generation
Haoyuan Shi, Yunxin Li, Xinyu Chen, Longyue Wang, Baotian Hu, Min Zhang
SIGGRAPH Asia, 2025. Published · Code ·
System·📦 Video Artifacts·🎯 Creative Production -
AniME: Adaptive Multi-Agent Planning for Long Animation Generation
Lisai Zhang, Baohan Xu, Siqian Yang, Mingyu Yin, Jing Liu, Chao Xu, Siqi Wang, Yidi Wu, Yuxin Hong, Zihao Zhang, Yanzhang Liang, Yudong Jiang
SIGGRAPH Asia, 2025. Published ·
System·📦 Video Artifacts·🎯 Creative Production -
StoryAgent: Customized Storytelling Video Generation via Multi-Agent Collaboration
Panwen Hu, Jin Jiang, Jianqi Chen, Mingfei Han, Shengcai Liao, Xiaojun Chang, Xiaodan Liang
arXiv, 2024. Preprint ·
System·📦 Video Artifacts·🎯 Creative Production
Video Editing and Repair
-
GLANCE: A Global-Local Coordination Multi-Agent Framework for Music-Grounded Non-Linear Video Editing
Zihao Lin, Haibo Wang, Zhiyang Xu, Siyao Dai, Huanjie Dong, Xiaohan Wang, Yolo Y. Tang, Yixin Wang, Qifan Wang, Lifu Huang
arXiv, 2026. Preprint ·
System·📦 Video Artifacts·🎯 Creative Production -
From Shots to Stories: LLM-Assisted Video Editing with Unified Language Representations
Yuzhi Li, Haojun Xu, Feng Tian
arXiv, 2025. Preprint ·
System·📦 Video Artifacts·🎯 Creative Production -
UniVA: Universal Video Agent towards Open-Source Next-Generation Video Generalist
Zhengyang Liang, Daoan Zhang, Huichi Zhou, Rui Huang, Bobo Li, Yuechen Zhang, Shengqiong Wu, Xiaohan Wang, Jiebo Luo, Lizi Liao, Hao Fei
arXiv, 2025. Preprint · Code ·
System·📦 Video Artifacts·🎯 Creative Production -
LogoMotion: Visually-Grounded Code Synthesis for Creating and Editing Animation
Vivian Liu, Rubaiat Habib Kazi, Li-Yi Wei, Matthew Fisher, Timothy Langlois, Seth Walker, Lydia Chilton
CHI, 2025. Published ·
System·📦 Video Artifacts·🎯 Creative Production -
PhyT2V: LLM-Guided Iterative Self-Refinement for Physics-Grounded Text-to-Video Generation
Qiyao Xue, Xiangyu Yin, Boyuan Yang, Wei Gao
CVPR, 2025. Published ·
System·📦 Video Artifacts·🎯 Creative Production -
EditDuet: A Multi-Agent System for Video Non-Linear Editing
Marcelo Sandoval-Castañeda, Bryan Russell, Josef Sivic, Gregory Shakhnarovich, Fabian Caba Heilbron
SIGGRAPH, 2025. Published ·
System·📦 Video Artifacts·🎯 Creative Production -
A Reinforcement Learning-Based Automatic Video Editing Method Using Pre-trained Vision-Language Model
Panwen Hu, Nan Xiao, Feifei Li, Yongquan Chen, Rui Huang
ACM MM, 2023. Published ·
System·📦 Video Artifacts·🎯 Creative Production
Spatial Artifacts
3D Assets
Visual Assets
-
3Dify: a Framework for Procedural 3D-CG Generation Assisted by LLMs Using MCP and RAG
Shun-ichiro Hayashi, Daichi Mukunoki, Tetsuya Hoshino, Satoshi Ohshima, Takahiro Katagiri
arXiv, 2025. Preprint ·
System·📦 Spatial Artifacts·🎯 Creative Production -
LL3M: Large Language 3D Modelers
Sining Lu, Guan Chen, Nam Anh Dinh, Itai Lang, Ari Holtzman, Rana Hanocka
arXiv, 2025. Preprint · Code ·
System·📦 Spatial Artifacts·🎯 Creative Production -
SmartAvatar: Text- and Image-Guided Human Avatar Generation with VLM AI Agents
Alexander Huang-Menders, Xinhang Liu, Andy Xu, Yuyao Zhang, Chi-Keung Tang, Yu-Wing Tai
arXiv, 2025. Preprint ·
System·📦 Spatial Artifacts·🎯 Creative Production -
ShapeCraft: LLM Agents for Structured, Textured and Interactive 3D Modeling
Shuyuan Zhang, ChenHan Jiang, Zuoou Li, Jiankang Deng
NeurIPS, 2025. Published ·
System·📦 Spatial Artifacts·🎯 Creative Production
Parametric Models
-
ArtisanCAD: An Industrial-Level CAD Agent with Expert-Grounded Knowledge Distillation
Yunhan Xu, Qifeng Wu, Xunjin Li, Yuanwei Bin, Qingsong Yao, Jianghang Gu, Guan Wang, Weihao Lv, Huiyu Yang, Wenfa Luo, Jiao Xiang, Yuntian Chen, Shiyi Chen
arXiv, 2026. Preprint ·
System·📦 Spatial Artifacts·🎯 Engineering Design -
CADIR: A Cross-Backend Editable Intermediate Representation for Agentic CAD Generation
Yu Liu, Jingzhe Ni, Yiming Chen, Junqi Huang, Ruofeng Tong, Min Tang, Peng Du
arXiv, 2026. Preprint · Code ·
System·📦 Spatial Artifacts·🎯 Engineering Design -
TurboAgent: An LLM-Driven Autonomous Multi-Agent Framework for Turbomachinery Aerodynamic Design
Juan Du, Yueteng Wu, Pan Zhao, Yuze Liu, Min Zhang, Xiaobin Xu, Xinglong Zhang
arXiv, 2026. Preprint ·
System·📦 Spatial Artifacts·🎯 Engineering Design -
Seek-CAD: A Self-refined Generative Modeling for 3D Parametric CAD Using Local Inference via DeepSeek
Xueyang Li, Jiahao Li, Yu Song, Yunzhong Lou, Xiangdong Zhou
ICLR, 2026. Published ·
System·📦 Spatial Artifacts·🎯 Engineering Design -
Debate2Create: Robot Co-design via Multi-Agent LLM Debate
Kevin Qiu, Marek Cygan
ICML, 2026. Published ·
System·📦 Spatial Artifacts·🎯 Engineering Design -
SPADA: A Verifiable Test-Driven Agent for Controllable Parametric CAD Assembly Generation
Keyou Zheng, Xuyang Su, Jiewu Leng
ICML, 2026. Published ·
System·📦 Spatial Artifacts·🎯 Engineering Design -
CADDesigner: Conceptual CAD Model Generation with a General-Purpose Agent
Fengxiao Fan, Jingzhe Ni, Xiaolong Yin, Sirui Wang, Xingyu Lu, Qiang Zou, Ruofeng Tong, Min Tang, Peng Du
arXiv, 2025. Preprint ·
System·📦 Spatial Artifacts·🎯 Engineering Design -
Generative AI for CAD Automation: Leveraging Large Language Models for 3D Modelling
Sumit Kumar, Sarthak Kapoor, Harsh Vardhan, Yao Zhao
arXiv, 2025. Preprint ·
System·📦 Spatial Artifacts·🎯 Engineering Design
3D Scenes
Spatial Worlds
-
MUSE: Agentic 3D Scene Authoring via Memory-Grounded Incremental Requirement Satisfaction
Ruijie Xu, Xinnan Zhu, Jiayu Ying, Daoguo Dong, Yuzhou Ji, Xin Tan
arXiv, 2026. Preprint ·
System·📦 Spatial Artifacts -
SAGE: Scalable Agentic 3D Scene Generation for Embodied AI
Hongchi Xia, Xuan Li, Zhaoshuo Li, Qianli Ma, Jiashu Xu, Ming-Yu Liu, Yin Cui, Tsung-Yi Lin, Wei-Chiu Ma, Shenlong Wang, Shuran Song, Fangyin Wei
arXiv, 2026. Preprint · Code ·
System·📦 Spatial Artifacts·🎯 Engineering Design -
StoryBlender: Inter-Shot Consistent and Editable 3D Storyboard with Spatial-temporal Dynamics
Bingliang Li, Zhenhong Sun, Jiaming Bian, Yuehao Wu, Yifu Wang, Hongdong Li, Yatao Bian, Huadong Mo, Daoyi Dong
arXiv, 2026. Preprint ·
System·📦 Spatial Artifacts·🎯 Creative Production -
WorldAgents: Can Foundation Image Models be Agents for 3D World Models?
Ziya Erkoç, Angela Dai, Matthias Nießner
arXiv, 2026. Preprint ·
System·📦 Spatial Artifacts·🎯 Creative Production -
Scenethesis: A Language and Vision Agentic Framework for 3D Scene Generation
Lu Ling, Chen-Hsuan Lin, Tsung-Yi Lin, Yifan Ding, Yu Zeng, Yichen Sheng, Yunhao Ge, Ming-Yu Liu, Aniket Bera, Zhaoshuo Li
ICLR, 2026. Published ·
System·📦 Spatial Artifacts·🎯 Creative Production -
Code2Worlds: Empowering Coding LLMs for 4D World Generation
Yi Zhang, Yunshuang Wang, Zeyu Zhang, Hao Tang
ICML, 2026. Published · Code ·
System·📦 Spatial Artifacts·🎯 Engineering Design -
SceneSmith: Agentic Generation of Simulation-Ready Indoor Scenes
Nicholas Pfaff, Thomas Cohn, Sergey Zakharov, Rick Cory, Russ Tedrake
ICML, 2026. Published · Code ·
System·📦 Spatial Artifacts·🎯 Engineering Design -
Agentic 3D Scene Generation with Spatially Contextualized VLMs
Xinhang Liu, Yu-Wing Tai, Chi-Keung Tang
arXiv, 2025. Preprint ·
System·📦 Spatial Artifacts·🎯 Engineering Design -
RAISECity: A Multimodal Agent Framework for Reality-Aligned 3D World Generation at City-Scale
Shengyuan Wang, Zhiheng Zheng, Yu Shang, Lixuan He, Yangcheng Yu, Fan Hangyu, Jie Feng, Qingmin Liao, Yong Li
arXiv, 2025. Preprint · Code ·
System·📦 Spatial Artifacts·🎯 Engineering Design -
RoomPlanner: Explicit Layout Planner for Easier LLM-Driven 3D Room Generation
Wenzhuo Sun, Mingjian Liang, Wenxuan Song, Xuelian Cheng, Zongyuan Ge
arXiv, 2025. Preprint ·
System·📦 Spatial Artifacts -
WorldCraft: Photo-Realistic 3D World Creation and Customization via LLM Agents
Xinhang Liu, Chi-Keung Tang, Yu-Wing Tai
arXiv, 2025. Preprint