Mesh Generation

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5 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. OptimusMesh: Compact Autoregressive Mesh Generation from Point Clouds via Sparse Latent Pivots

    Oct 1, 2026Mazhar Iqbal, Naoya Chiba, Xuanmeng Sha +2Mesh GenerationPoint Clouds

    The University of Osaka · Osaka Electro-Communication University

  2. MeshOctave: Vertex Split-and-Rewire Cascades for Native Mesh Generation

    Sep 30, 2026Junkai Lin, Tianhao Zhao, Hang Long +10Mesh GenerationMeshes

    Huazhong University of Science and Technology · Meshy AI · Independent Researcher +1

  3. TaoFlowForge: Progressive Native Mesh Generation via Cascaded Flow Matching

    Sep 29, 2026Xianze Fang, Qiyuan Feng, Dongfang Sun +6Mesh GenerationHigh-Fidelity 3D Generation

    Taobao3D Team, Alibaba Group

  4. CANTO: CAD-Native Transformer Operators for AI-Aided Engineering

    Sep 29, 2026Daniel Leibovici, Nikola Borislavov Kovachki, Dawon Ahn +8Parametric Computer-Aided Design ProgramsComputational Fluid Dynamic

    NVIDIA

  5. HGTO: A Unified Graph-Based Physics-Informed Formulation for Structural Topology Optimization

    Sep 14, 2026Kangzheng Liu, Uday Kumar Punna, Leixin MaTopology OptimizationFinite Element Method

    School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, 85287, AZ, USA

  6. Geometry-aware Latent Autoregressive Generative Model for PDEs in Complex Domains

    Aug 31, 2026Zi Wang, Minghui Xu, Tapan MukerjiPartial Differential EquationsMesh Generation

    Department of Energy Science and Engineering Stanford University Stanford, CA 94305

  7. Meshy T2: Fast Native Mesh Generation with Flow Matching

    Jul 28, 2026Jiale Xu, Rendong Liang, Yuhao Long +5Mesh GenerationMeshes

    Meshy AI

  8. Latent PDE mapping for efficient physics-informed learning across geometries with limited data

    Jul 24, 2026Ingvild Askim Adde, Mary M. Maleckar, Gabriel BalabanParametric Physics-Informed Neural NetworkPartial Differential Equations

    Faculty of Health and Technology, Kristiania University of Applied Sciences, Oslo, Norway · Department of Computational Physiology, Simula Research Laboratory, Oslo, Norway

  9. Nexus: Native Mesh Generation with Diffusion

    Jul 15, 2026Hanxiao Wang, Ying-Tian Liu, Yuan-Chen Guo +5Mesh GenerationVoxel

    MAIS, Institute of Automation, Chinese Academy of Sciences; School of Artificial Intelligence, University of Chinese Academy of Sciences, China · VAST, China · Tsinghua University, China +1

  10. 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

  11. RegHead: Non-Humanoid Head Blendshapes via Feed-Forward Registration

    Jul 13, 2026Jiahao Luo, Hao Zhang, Jianqi Chen +9Animatable 3D Human AvatarsCross-Embodiment Retargeting

    1UCSC · 2UIUC · 3KAUST +1

  12. A multi-scale feature enhanced graph neural network for fluid dynamics prediction in complex geometries

    Jul 13, 2026Li Xiao, Tianyu Li, Yiye Zou +2Computational Fluid DynamicFluid Dynamics

  13. IBPA: Real-time Free-form Manifold Mesh Reconstruction via Incremental Ball Pivoting with Integrated Hole Detection

    Jul 13, 2026Mauhing Yip, Mohit Singh, Kostas Alexis +2Geometric Bathymetric DataSurface Reconstruction

    Department of Engineering Cybernetics, NTNU, O. S. Bragstads Plass 2D, Trondheim, 7034, Norway · SINTEF Ocean, Brattørkaia 17c, Trondheim, 7010, Norway

  14. Learning to Discretize: Diffusion-Based Adaptive Mesh with Spectral Guidance

    Jul 13, 2026Zixuan Shen, Bingchuan Wang, Zhi Wang +1Neural Partial Differential Equation SolversDiscretization

    Central South University · Central South University, Changsha, Hunan 410083, China · Nanjing University +1

  15. Incremental Online Scene Reconstruction by 3D Gaussian Triangulation

    Jul 12, 2026Yanjin Zhu, Shaofan Liu, Jianke ZhuSurface ReconstructionScene Reconstruction

    Zhejiang University, Hangzhou, China · Hefei University of Technology, Hefei, China · Shenzhen Loop Area Institute, Shenzhen, China

  16. LATO.2: Factorized 3D Mesh Generation with Vertex and Topology Flow

    Jul 12, 2026Hang Long, Tianhao Zhao, Junkai Lin +7Mesh GenerationMeshes

    Huazhong University of Science and Technology · Meshy AI · Independent Researcher +1

  17. HoloTetSphere: Unified TetSphere Mesh Reconstruction for Physical Simulations

    Jul 9, 2026YaQiao Dai, Renjiao Yi, Zhirui Gao +3Surface ReconstructionMesh Generation

    National University of Defense Technology, Changsha, China · Institute of AI for Industries, Chinese Academy of Sciences, Nanjing, China

  18. LLT: Local Linear Transformer for PDE Operator Learning

    Jul 4, 2026Oded Ovadia, Eli TurkelNeural OperatorsNeural Partial Differential Equation Solvers

    School of Mathematical Sciences, Tel Aviv University, Tel Aviv, Israel

  19. Mesh BDF: Barycentric Dominance Field for 3D Native Mesh Generation

    Jun 30, 2026Gaochao Song, Haohan Weng, Luo Zhang +2Mesh GenerationAutoregressive Diffusion

    1HKU · 2Shenzhen Loop Area Institute · 3Tencent Hunyuan 3D +1

  20. PolyFlow: Continuous Topology Embedding Flow Matching for Artist-style Mesh Generation

    Jun 25, 2026Chunshi Wang, Haohan Weng, Junliang Ye +9Mesh GenerationRiemannian Flow Matching

    1ZJU · 2Tencent · 3THU +3

  21. SubdivAR: Autoregressive Next-Scale Prediction for Neural Mesh Subdivision

    Jun 25, 2026Huipeng Guo, Zikai Song, Hang Long +7Mesh GenerationMeshes

    Huazhong University of Science and Technology

  22. MeshFlow: Mesh Generation with Equivariant Flow Matching

    Jun 22, 2026Qi Sun, Kiyohiro Nakayama, Jing Nathan Yan +6Mesh GenerationRiemannian Flow Matching

    City University of Hong Kong, Hong Kong · Stanford University, USA · Cornell Tech, USA +1

  23. Feed-forward Motion In-betweening for Any 4D

    Jun 20, 2026Hiroki Nishizawa, Hubert P. H. Shum, Yoshihiro Fukuhara +24D GenerationMesh Generation

    Waseda University · AIST · Durham University

  24. TriFlow: Generating Artist-Like 3D Mesh Topology via Nearest-Vertex Vector Fields

    Jun 18, 2026Haoxuan Li, Ziya Erkoç, Daniele Sirigatti +4Mesh Generation3D Generation

    Technical University of Munich · AUDI AG · University of Virginia

  25. Blended Chart Surfaces: A Seamless Explicit Representation for Smooth Surface Fitting

    Jun 16, 2026Romy Williamson, Niloy MitraSurface RepresentationMesh Generation

    University College London · 2Adobe Research London

  26. COGENT: Continuous Graph Emulators with Neural Ordinary Differential Equations for Long-Term Physical Forecasting

    Jun 9, 2026Zesheng Liu, Maryam RahnemoonfarLong-Horizon ForecastingNeural Ordinary Differential Equations

    Lehigh University · Bethlehem, Pennsylvania, USA

  27. Dmsh: A Multi-Agent Reinforcement Learning Framework for All-Quad Mesh Generation

    Jun 9, 2026Anirudh Kalyan, Cosmin Anitescu, Xiaoying Zhuang +3Mesh GenerationMulti-Agent Reinforcement Learning

  28. Continuous Neural Reparameterization as a Deep Geometric Prior for Robust Fixed-Chart UV Repair

    Jun 8, 2026Mohammad Sadegh SalehiExtreme UltravioletMesh Generation

    Zero One Creative London, UK

  29. SceneConductor: 3D Scene Generation from a Single Image with Multi-Agent Orchestration

    Jun 7, 2026Jeonghwan Kim, Yushi Lan, Yongwei Chen +33D Scene Generation3D Scene Understanding

    Nanyang Technological University · University of Oxford · Meshy AI

  30. Mesh Graph Neural Network Framework for Accelerating Finite Element Simulation for Arbitrary Geometries

    Jun 6, 2026Josiah D. Kunz, Kamal ChoudharyFinite Element MethodSurrogate Models

    Illinois College, Jacksonville, IL, USA · Department of Materials Science and Engineering, Whiting School of Engineering, The Johns Hopkins University, Baltimore, MD 21218, USA

  31. Monte Carlo Steklov Operators for Large-Scale Geometry Processing in the Wild

    Jun 4, 2026Arman Maesumi, Tanish Makadia, Aruna Anderson +3Mesh GenerationGraph Laplacians

    Brown University, USA · Loyola Marymount University, USA · Massachusetts Institute of Technology, USA

  32. MeshWeaver: Sparse-Voxel-Guided Surface Weaving for Autoregressive Mesh Generation

    Jun 3, 2026Jiale Xu, Wang Zhao, Ying ShanMesh GenerationVoxel

    ARC Lab, Tencent PCG

  33. MeshFlow: Efficient Artistic Mesh Generation via MeshVAE and Flow-based Diffusion Transformer

    Jun 3, 2026Weiyu Li, Antoine Toisoul, Tom Monnier +4Mesh GenerationDiffusion Transformers

    Meta AI · Hong Kong University of Science and Technology

  34. Conditional Latent Diffusion Model with Fourier-based Motion Modelling for Virtual Population Synthesis

    Jun 2, 2026Shaokun Lan, Haoran Dou, Jinghan Huang +5End-To-End 4D Heart Mesh Recovery Across Full-StackMesh Generation

    Centre for Computational Imaging and Modelling in Medicine (CIMIM), University of Manchester, Manchester, UK

  35. Helix4D: Complex 4D Mesh Generation

    May 25, 2026Jiraphon Yenphraphai, Jianqi Chen, Jian Wang +64D GenerationMesh Generation

    1Snap · 2Purdue University · 3KAUST

  36. Point Cloud Sequence Encoding for Material-conditioned Graph Network Simulators

    May 20, 2026Philipp Dahlinger, Balázs Gyenes, Niklas Freymuth +6Physics SimulationPoint Clouds

    1Autonomous Learning Robots · 2Methods for Big Data · Institute of Vehicle System Technology

  37. Fast 4D Mesh Generation by Spatio-Temporal Attention Chains

    May 19, 2026Dvir Samuel, Yuval Atzmon, Gal Chechik +14D GenerationMesh Generation

    NVIDIA Research, Tel-Aviv, Israel · Bar-Ilan University, Ramat-Gan, Israel

  38. PolycubeNet: A Dual-latent Diffusion Model for Polycube-Based Hexahedral Mesh Generation

    May 19, 2026Lu He, Qitao Deng, Junjiang Deng +5Mesh GenerationParametric Computer-Aided Design Programs

    Dalian University of Technology · Jiangxi University of Science and Technology · School of Mathematical Sciences, Guangxi Minzu University +2

  39. QuadLink: Autoregressive Quad-Dominant Mesh Generation via Point-Relation Learning

    May 16, 2026Yiheng Zhang, Zhe Zhu, Tingrui Shen +11Mesh GenerationHigh-Fidelity 3D Generation

    Hong Kong University of Science and Technology, Tencent VISVISE, China · Tencent VISVISE, China · Peking University, China +6

  40. SynVA: A Modular Toolkit for Vessel Generation and Aneurysm Editing

    May 13, 2026Marten J. Finck, Niklas C. Koser, Sarker M. Mahfuz +7VesselsMesh Generation

    Visual Computing and Artificial Intelligence, Kiel University, Germany · Institute for Medical Informatics and Statistics, Kiel University, Germany · Clinic for Neuroradiology, Medical Faculty, Magdeburg University, Germany +2

  41. MeshFIM: Local Low-Poly Mesh Editing via Fill-in-the-Middle Autoregressive Generation

    May 9, 2026Dingdong Yang, Jian Liu, Biwen Lei +6Mesh GenerationMeshes

    1Tencent Hunyuan · 2Simon Fraser University · 3Hong Kong University of Science and Technology

  42. A meshfree exterior calculus for generalizable and data-efficient learning of physics from point clouds

    May 8, 2026Benjamin D. Shaffer, Brooks Kinch, M. Ani Hsieh +1Mesh GenerationPoint Clouds

    University of Pennsylvania Philadelphia, PA 19104 · *Mechanical Engineering and Applied Mechanics

  43. NSPOD: Accelerating Krylov solvers via DeepONet-learned POD subspaces

    May 8, 2026Francesc Levrero-Florencio, Youngkyu Lee, Jay Pathak +1Algebraic MultigridSolver Iterations

    Synopsys UK Ltd, UK · Division of Applied Mathematics, Brown University, Rhode Island, USA · Synopsys Inc, California, USA

  44. GRIFDIR: Graph Resolution-Invariant FEM Diffusion Models in Function Spaces over Irregular Domains

    May 5, 2026James Rowbottom, Elizabeth L. Baker, Nick Huang +3Diffusion ModelsDiscretization

    Department of Applied Mathematics and Theoretical Physics, University of Cambridge, UK · Department of Applied Mathematics and Computer Science, Technical University of Denmark, Denmark · Department of Mathematics, Simon Fraser University, Canada +1

  45. Mesh Based Simulations with Spatial and Temporal awareness

    May 2, 2026Paul Garnier, Vincent Lannelongue, Elie HachemComputational Fluid DynamicMesh Generation

    1CEMEF - Mines Paris PSL

  46. CADFit: Precise Mesh-to-CAD Program Generation with Hybrid Optimization

    May 2, 2026Ghadi Nehme, Eamon Whalen, Faez AhmedParametric Computer-Aided Design ProgramsGeometric Reconstruction

    Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA · Siemens Digital Industries Software, Plano, TX 75024, USA

  47. Mesh Field Theory: Port-Hamiltonian Formulation of Mesh-Based Physics

    May 1, 2026Satoshi Noguchi, Yoshinobu KawaharaMesh GenerationScalar Field

    Center for Mathematical Science and Advanced Technology, JAMSTEC · Center for Advanced Intelligence Project, RIKEN · Graduate School of Information Science and Technology, The University of Osaka.

  48. G-PARC: Graph-Physics Aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics on Unstructured Meshes

    Apr 16, 2026Jack T. Beerman, Tyler J. Abele, Mehdi Taghizadeh +6SpatiotemporalMesh Generation

    School of Data Science, University of Virginia, Charlottesville, VA 22903, United States · Department of Engineering Systems and Environment, University of Virginia, Charlottesville, VA 22903, United States · Department of Mechanical and Aerospace Engineering, University of Virginia, Charlottesville, VA 22903, United States +1

  49. Transolver-3: Scaling Up Transformer Solvers to Industrial-Scale Geometries

    Feb 4, 2026Hang Zhou, Haixu Wu, Haonan Shangguan +4Neural Partial Differential Equation SolversNeural Solvers

    School of Software, BNRist, Tsinghua University, China.

  50. PGOT: A Physics-Geometry Operator Transformer for Complex PDEs

    Dec 29, 2025Zhuo Zhang, Xi Yang, Ying Miao +5Visual Geometry Grounded TransformerMesh Generation

    National University of Defense Technology · Peking University · National University of Singapore +2