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10 papers in the last four weeks, up 100% on the four weeks before. 0.1% of all new papers.

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  1. One Figure, Every Canvas: Editable Flowchart Relayout via Agentic Pipeline

    Oct 5, 2026Shih-Chen Tseng, Chih-Hsuan Chen, Ryan Yang +3LayoutsAgentic Workflow Design

    Department of Computer Science, National Yang Ming Chiao Tung University · Siebel School of Computing and Data Science, University of Illinois Urbana-Champaign

  2. GPlaceRL: An Open-Source Graph Reinforcement Learning Framework for Detailed Placement

    Oct 5, 2026Pavlos Stoikos, Foteini Oikonomou, Christos Poulos +5LayoutsHierarchical Register Transfer Level Generation

    Department of Electrical and Computer Engineering, University of Thessaly, Volos, Greece · School of Computing Science, University of Glasgow, UK · Department of Electronic and Electrical Engineering, Trinity College Dublin, Ireland

  3. ibUMAP: Coherent and Scalable Field Evaluation for UMAP Optimization

    Oct 1, 2026Bin Chen, Yumeng Xue, Patrick Paetzold +2Repulsive DistributionApproximate Nearest-Neighbor Search

    University of Konstanz · Renmin University of China

  4. FLOORA: A Human-Aligned Domain-Specific Language Model for Architectural Design

    Sep 28, 2026Sahand Rezaei-Shoshtari, Patryk Wozniczka, Shu Ishida +14Floor Plan GenerationLayouts

    Autodesk Research

  5. THEIA: A Multimodal Dataset and Benchmark for Vision-Language Analysis of Layout

    Sep 28, 2026Giuseppe Chiari, Michele Piccoli, Federico Viola +1Analog DesignLayouts

    DEIB Politecnico di Milano Milan, Italy, 20133

  6. InfoEdit: Probing Global Layout Reasoning in Infographic Editing

    Sep 27, 2026Cheng Yang, Chufan Shi, Huijuan Wang +6Multi-Image Editing BenchmarksLayouts

    University of California San Diego · University of Southern California · University of Illinois Urbana-Champaign +1

  7. Mira-Scene: Pixel-Aligned Layouts for Generative 3D Scene Reconstruction

    Sep 20, 2026Yang-Tian Sun, Tianjia Liu, Zehuan Huang +73D Scene Generation3D Reconstruction

    The University of Hong Kong · VAST

  8. Perception, Layout, and Validation: Calibrated Confidence for Reliable Straight-Through Processing of Financial Documents

    Sep 17, 2026Yichao Jin, Yushuo Wang, Yuxuan Han +7ValidationLarge Language Model Reliability

    OCBC, Singapore

  9. Constraint-Safe Graph-Context Scoring for Stable Point-Feature Labels Under Text-Width and Accessibility-Inspired Profiles

    Sep 17, 2026Taimoor AhmadLocationLayouts

    Superior University Lahore, Pakistan

  10. LettuceVisSim: A Simulator That Generates Lettuce Image Time-series for Vision-Based Reinforcement Learning

    Sep 14, 2026Ziye Zhu, Bert van 't Ooster, Congcong Sun +2Mediterranean GreenhousesLayouts

    Agricultural Biosystems Engineering Group, Wageningen University & Research, The Netherlands · Biometris, Wageningen University & Research, The Netherlands

  11. Learning Interaction between Image and Layout Priors for Joint Image-Layout Generation in Design Templates

    Sep 12, 2026Shirong Yang, Bo Yang, Ying CaoLayoutsGenerative Processes

    School of Information Science and Technology, ShanghaiTech University, 393 Middle Huaxia Road, Pudong New Area, Shanghai, China

  12. TRACE: Trajectory-robust Admission with Evidence Ordering for Efficient GUI Agents

    Sep 9, 2026Yuhao Wang, Mu Qiao, Xindong Zhang +3Visual Token PruningTraces

    Dalian University of Technology · OPPO Research Institute · The Hong Kong Polytechnic University

  13. ReDeck: Step-Level Render-Grounded Refinement for Document-to-Slide Generation

    Aug 31, 2026Muzhao Tian, Zezi Zeng, Yifan Yang +14LayoutsRefinement

    Fudan University · Work done during an internship at Microsoft. · Xi’an Jiaotong University +2

  14. Designing for the Next Click: Bandits for Real-Time Page Layout

    Aug 30, 2026Bhavtosh Rath, Harshith Narasimhamurthy, Bob Eisinger +3LayoutsBandits

    Target Corporation Minneapolis, MN, USA · Target Corporation Minneapolis, MN USA

  15. Aerial Layouting: Design and Control of a Compliant and Actuated End-Effector for Precise In-flight Marking on Ceilings

    Aug 11, 2026Christian Lanegger, Marco Ruggia, Marco Tognon +2Aerial RobotsEnd-Effector Pose

    Autonomous Systems Lab, ETH Zurich, Switzerland

  16. PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms

    Aug 11, 2026Yutong Jiang, Zahra Atashgahi, Carlos Soto Garcia Delgado +43D Layout GenerationLayouts

    IKEA Retail (Ingka Group), Amsterdam, The Netherlands

  17. Hallucination-Free GUI Grounding via Regression-Free Layout-Aware Matching

    Aug 10, 2026Yuke Li, Xuehan HouGraphical User InterfaceLayouts

    School of Electronic and Computer Engineering, Peking University, Shenzhen, China

  18. TongGuOCR: A Layout-Aware and Token-Augmented OCR MLLM for Chinese Historical Documents

    Aug 8, 2026Zhongheng Zhou, Yi Sun, Huiguo He +6Optical Character RecognitionDocument Segmentation

    School of Electronic and Information Engineering, South China University of Technology, Guangzhou 510641, China · Huawei Technologies Co., Ltd., Dongguan 511700, China

  19. PolyLayout: Multi-room Manhattan Layout Estimation

    Aug 4, 2026Gustav Hanning, Shaohui Liu, Rémi Pautrat +33D Layout GenerationLayouts

    Lund University · ETH Zurich · Microsoft Spatial AI Lab

  20. Global Graph-Validated Optimization for VLM-based 3D Indoor Scene Generation

    Aug 4, 2026Jialu Huang, Yingxuan You, Fei Wang +13D Scene Generation3D Scene Understanding

    National Key Laboratory of Human-Machine Hybrid Augmented Intelligence Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University, China · 2 École Polytechnique Fédérale de Lausanne (EPFL), CVLab, Switzerland · School of Electronics and Information, Northwestern Polytechnical University and Shaanxi Key Laboratory of Information Acquisition and Processing, China

  21. SG-Layout: Structured Scene Graph-Guided Layout Generation with LLMs

    Aug 2, 2026Junsheng Wang, Chao Chen, Mengying Xie +2LayoutsSpatial Intent

    Chongqing University, Chongqing, China

  22. Stress-Relief Annealing: Polynomial-Time Simulation-Free Layout Optimization for Automated Warehouses

    Aug 2, 2026Xiangjie Luo, Yulun Zhang, Miyuki Koshimura +2Warehouse AutomationLogistics

    Graduate School of Information Science and Electrical Engineering, Kyushu University · Robotics Institute, Carnegie Mellon University

  23. Learning an Interior Layout Policy in a Domain Specific Language Action Space

    Jul 31, 2026Yuhao Lu, Weichen Zhang, Wenyi Xiao +23D Layout GenerationLayouts

    Taobao & Tmall Group of Alibaba

  24. ReDesign: Recovering Editable Design Structures from Images via Agentic Decomposition

    Jul 28, 2026Jooyeol Yun, Jintae Park, Hyesu Lim +3LayoutsAgentic Workflow Design

    KAIST AI, Daejeon, Korea · Helmholtz Munich, Neuherberg, Germany · Korea University, EverEx

  25. SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes

    Jul 23, 2026Chia-Tung Ho, Haoyu Yang, Guanglei Zhou +6Layouts

    1NVIDIA · 2Duke University

  26. DRC-Aid: Design-Rule Correction via Agentic Framework utilizing Inference-Time Large Language Models

    Jul 23, 2026Anushka Mukherjee, Kang He, Kaushik RoyElectronic Design AutomationLayouts

    Purdue University West Lafayette, Indiana, USA

  27. news-crawler-LM: A Small Long-Context Model For High-Quality News Crawling

    Jul 23, 2026Pascal Stolzenburg, Jonas Golde, Max Dallabetta +1Agentic CrawlersHeadlines

    Humboldt-Universität zu Berlin

  28. Agentic Designer: Progressive Multi-Agent Collaboration for Structure-Aware Interior Layout Generation

    Jul 23, 2026Zhijing Yang, Haocheng Lin, Zhihua Xu +4LayoutsCo-Design

    Guangdong University of Technology, Guangzhou, China · Sun Yat-sen University, Guangzhou, China · South China University of Technology, Guangzhou, China

  29. Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction

    Jul 21, 2026Tianyang Huang, Alessio Lombardi, Ahmed Elnagar +7Deep Learning ArchitecturesDeep Learning

    Buro Happold Ltd., London, United Kingdom · Birmingham City University, Birmingham, United Kingdom

  30. SeamGen: Artist-Aligned UV Seam Generation via Graph Flow Matching

    Jul 14, 2026Hao Xu, Yuqing Zhang, Yiqian Wu +5Mesh GenerationSewing

    State Key Lab of CAD&CG, Zhejiang University · VAST

  31. 3D Scene Graph Prediction: Generating Hierarchical Models from Partially Observed Environments

    Jul 12, 2026Siyi H, Jared Strade, Hyungtae Lim +13D Scene Graphs3D Semantic Occupancy Prediction

    Laboratory for Information & Decision Systems (LIDS), Massachusetts Institute of Technology, Cambridge, MA 02139, USA. · Department of Electrical and Computer Engineering, Oakland University, Rochester, MI 48309, USA.

  32. High-Resolution Artwork Outpainting with Global Blueprint Guidance and Layout Control

    Jul 7, 2026Junha Kim, Hyunjoon Park, Donghyeon ChoInpaintingCanvas

    Hanyang University, Seoul, Republic of Korea

  33. Creating Power Distribution Network Layouts Using Generative Adversarial Networks and Image-Based Representations

    Jul 7, 2026Juan Manuel Garcia-Perez, Carlos MateoGenerative Adversarial NetworkLayouts

    School of Engineering (ICAI), Comillas Pontifical University, Spain · Institute for Research in Technology (IIT), School of Engineering (ICAI), Comillas Pontifical University, Spain

  34. SynCity 3000: Bootstrapping Scene-Scale 3D Diffusion

    Jul 6, 2026Paul Engstler, Iro Laina, Christian Rupprecht +13D Scene Generation3D Assets

    Visual Geometry Group, University of Oxford

  35. ChatImage: Navigating Long-Form LLM Answers through Interactive Images

    Jul 6, 2026Wencan Jiang, Jiangning Zhang, Yong LiuLarge Language Model ResponsesAnswer

    1Zhejiang University

  36. InSpace: Structure-Aware 3D Indoor Scene Generation from a Single 360° Image

    Jul 4, 2026Gwanhyeong Koo, Hyunsu Kim, Youngji Kim +53D Scene GenerationIndoor Scene Generation

    1KAIST · *Work done during an internship at NAVER LABS. · 2NAVER LABS +1

  37. OmniLayout: A Schematic-Coupled Multimodal Benchmark for Constraint-Aware Geometric Reasoning in PCB Layout

    Jul 3, 2026Taiting Lu, Kaiyuan Lin, Mingjia Wang +12Printed Circuit BoardLayouts

    Pennsylvania State University · Shanghai Jiao Tong University · Independent Researcher +2

  38. Text-Driven 3D Indoor Scene Synthesis in Non-Manhattan Environments

    Jul 2, 2026Xianhui Meng, Zirui Song, Yuchen Zhang +103D Layout Generation3D Scene Generation

    University of Science and Technology of China · Xiaomi EV · Mohamed bin Zayed University of Artificial Intelligence +4

  39. Device Passport: Enabling Spatio-Temporal Pretrained Models to Generalize Across Input Layouts

    Jun 30, 2026Geeling Chau, Ran Liu, Juri Minxha +5Electrocardiogram Foundation ModelsElectroencephalography

    California Institute of Technology, Pasadena, CA, USA · Apple, Cupertino, CA, USA

  40. DreamUV: Unwrap Artist-like UV by End-to-End Flow Matching

    Jun 21, 2026Quanyuan Ruan, Jiabao Lei, Xingyi Du +1LayoutsDeformable Cnn

    South China University of Technology · School of Data Science, The Chinese University of Hong Kong, Shenzhen · Lightspeed

  41. PANDA: An LLM-Enhanced Performance-Driven Analog Design Framework Bridging Design Intent and Layout Generation

    Jun 13, 2026Haoyi Zhang, Weijian Fan, Xiaohan Gao +3Analog DesignLayouts

    School of Integrated Circuits, Peking University, Beijing, China · Beijing Advanced Innovation Center for Integrated Circuits, Beijing, China · Institute of Electronic Design Automation, Peking University, Wuxi, China

  42. MOFA-VTON: More Fashion Possibilities with Fine-Grained Adaptations in Virtual Try-On

    Jun 9, 2026Xiaoyu Han, Chenyang Wang, Jing Wang +3Virtual Try-OnGarments

    Harbin Institute of Technology · HiDream.ai Inc. · Harbin Institute of Technology (Weihai) Qingdao Research Institute

  43. HDSL: A Hierarchical Domain-Specific Language for Structured 3D Indoor Scene Generation and Localized Editing with LLM Agents

    Jun 8, 2026Letian Li, Chao Shen, Shuzhao Xie +63D Scene GenerationIndoor Scene Generation

    SIGS, Tsinghua University · Nankai University · University of Arizona +2

  44. Order Matters: Unveiling the Hidden Impact of Macro Placement Sequences via Proxy-Guided LLM Evolution

    Jun 8, 2026Shibing Mo, Jing Liu, Jianchu Xu +1Chip DesignLayouts

    the School of Artifcial Intelligence, Xidian University · the Guangzhou Institute of Technology, Xidian University.

  45. RealDocBench: A Benchmark for Field-Level QA and Layout Understanding on Real-World Regulated Documents

    Jun 5, 2026Ameya Joshi, Joon Kim, Gus Eggert +5Document ParsingDocument

    Extend AI

  46. Aggregating LLM-Based Weak Verifiers for Spatial Layout Generation

    Jun 3, 2026Sharon Zhang, R. Kenny Jones, Jiajun Wu +1LayoutsNew Tasks

    Stanford University, Stanford, California, USA · Roblox, San Mateo, California, USA

  47. Function2Scene: 3D Indoor Scene Layout from Functional Specifications

    May 29, 2026Ruiqi Wang, Qimin Chen, Daniel Ritchie +43D Layout GenerationIndoor Scene Generation

    Simon Fraser University, Canada · Brown University, USA · Simon Fraser University, Canada and ShanghaiTech University, China

  48. MangaFlow: An End-to-End Agentic Framework for Controllable Story to Manga Generation

    May 27, 2026Muyao Wang, Zeke Xie, Yanhao Chen +2LayoutsLong-Form Generation

    The University of Tokyo · Hong Kong University of Science and Technology (Guangzhou)

  49. Perceive-then-Plan: Layout-as-Policy for Monocular 3D Scene Layout Estimation

    May 25, 2026Junwei Zhou, Yu-Wing TaiLayouts

    Department of Computer Science Dartmouth College

  50. Modelling Customer Trajectories with Reinforcement Learning for Practical Retail Insights

    May 18, 2026Ken Ming Lee, Paul Barde, Maxime C. Cohen +1Shortest PathsLayouts

    McGill University Montréal, Canada · Mila - Quebec AI Institute Montréal, Canada

  51. STABLE: Simulation-Ready Tabletop Layout Generation via a Semantics-Physics Dual System

    May 15, 2026Zhen Luo, Yixuan Yang, Xudong Xu +5Physics SimulationEmbodied Artificial Intelligence

    1SII 2SUSTech · 2SUSTech · 3Shanghai AI Laboratory +4

  52. Physics-Guided Geometric Diffusion for Macro Placement Generation

    May 15, 2026Jongho Yoon, Jinsung Jeon, Seokhyeong KangLayoutsGraph Neural Networks

    1POSTECH Institute of Artificial Intelligence · 2KAIST InnoCORE LLM · 3Seoul National University +1

  53. PanoPlane: Plane-Aware Panoramic Completion for Sparse-View Indoor 3D Gaussian Splatting

    May 13, 2026Adil Qureshi, Dongki Jung, Jaehoon Choi +1Novel View SynthesisOmnidirectional Images

    University of Maryland, College Park

  54. HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation

    May 13, 2026Zini Chen, Junming Huang, Rong Zhang +4Indoor Scene GenerationLayouts

  55. Beyond Bag-of-Patches: Learning Global Layout via Textual Supervision for Late-Interaction Visual Document Retrieval

    May 8, 2026Pascal Tilli, Mohsen MesgarVisual Document RetrievalVisual Embeddings

    University of Stuttgart, Stuttgart, Germany · Bosch Center for Artificial Intelligence, Renningen, Germany

  56. TableVista: Benchmarking Multimodal Table Reasoning under Visual and Structural Complexity

    May 7, 2026Zheyuan Yang, Liqiang Shang, Junjie Chen +6VistaStructural Complexity

    Tongji University · University of Bristol · Tianjin University +1

  57. Advancing Aesthetic Image Generation via Composition Transfer

    May 6, 2026Kai Zou, Zhiwei Zhao, Bin Liu +1Image GenerationLayouts

    School of Cyber Science and Technology, University of Science and Technology of China, Anhui Province Key Laboratory of Digital Security, 96 Jinzhai Road, Hefei, 230026, Anhui, China. · School of Computer Science and Information Engineering, Hefei University of Technology, 193 Tunxi Road, Hefei, 230009, Anhui, China.

  58. LLM-Augmented Semantic Steering of Text Embedding Projection Spaces

    May 3, 2026Wei Liu, Eric Krokos, Kirsten Whitley +2Text EmbeddingsProjection

    Virginia Tech Blacksburg, Virginia, USA · Department of Defense Washington, DC, USA · Tulane University New Orleans, Louisiana, USA

  59. ScribbleEdit: Synthetic Data for Image Editing with Scribbles and Text

    May 1, 2026Anya Ji, George Ma, Téa Wright +4Diffusion-Based Image EditingSynthetic Data

    University of California, Berkeley

  60. SQuadGen: Generating Simple Quad Layouts via Chart Distance Fields

    Apr 30, 2026Youkang Kong, Yang Liu, Yue Dong +2Surface RepresentationLayouts

    Tsinghua University, P. R. China · Microsoft Research Asia, P. R. China · Tsinghua University & International Digital Economy Academy, P. R. China