3D Shape Generation

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8 papers in the last four weeks, with none the four weeks before. 0.1% of all new papers.

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  1. Position Forcing: Self-Conditioning 3D Generation

    Oct 7, 2026Ziheng Ouyang, Zeqiang Lai, Jiarui Chen +73D Shape Generation3D Diffusion Models

    VCIP, Nankai University · Tencent Hunyuan · MMLab, CUHK +3

  2. AnchorGen: Anchored Optimization for Customizable Generative 3D Design

    Oct 5, 2026Hantao Zhang, Oliver Heinimann, Jieke Wu +3Constrained Generative Modeling3D Shape Editing

    CVLab, EPFL, Switzerland

  3. SILSA: Sliding-Window Slice Latents for Topology-Preserving High-Resolution 3D Generation

    Oct 1, 2026Tianjiao Yu, Xinzhuo Li, Yifan Shen +43D Shape Generation3D Representation Learning

    University of Illinois Urbana-Champaign

  4. Seg3DParts: Segmentation-Grounded Controllable Part-Level 3D Generation

    Sep 29, 2026Jiantao Lin, Meixi Chen, Yingjie Xu +53D Mesh GenerationPart-Level 3D Generation

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

  5. FILIGREE3D: Scaling Sparse Latent Flow Matching for Ultra-High-Resolution Image-to-3D Generation

    Sep 28, 2026Hongjie Li, Xinran Yang, Xiuchao Wu +2Flow Matching3D ViTs

    AlibabaGroup

  6. ReGDiff: Guided Diffusion in Regulated Latent Space for Exploring Metamaterial Voxel Geometry

    Sep 28, 2026Wangzhi Zhan, Jianpeng Chen, Dongqi Fu +1Diffusion GuidanceMaterials Science

    Department of Computer Science Virginia Tech Blacksburg, VA 24061 · Meta Menlo Park, CA 94025

  7. NeuralSRNF: Neural Square Root Normal Fields for the Statistical Shape Analysis and Generation of Nonrigid 3D and 4D Objects

    Sep 23, 2026Awais Nizamani, Hamid Laga, Guanjin Wang +3Neural Representation GeometryStatistical Shape Modeling

    Murdoch University, Perth, Australia · The University of Western Australia, Perth, Australia · The Johns Hopkins University, Maryland, US

  8. KaiNinja: Extending Native 3D Generators to the Part Level

    Sep 14, 2026Ruihan Yu, Lian Fu, Muyao Niu +93D Mesh GenerationPart-Level 3D Generation

    1Alaya Lab 2The University of Tokyo · 1Alaya Lab · 1Alaya Lab 3University of California, Merced +2

  9. ReconPlusGen: Injecting Reconstruction Prior into Multi-view 3D Generation through Noise Inversion and Modulation

    Sep 11, 2026Jiarui Liu, Heng Li, Weiyu Li +73D Shape Generation3D Diffusion Models

    HKUST · LightIllusions · BYD +1

  10. Guiding Image-to-3D Generation with Test-Time Partial Observations

    Sep 9, 2026Jerred Chen, Simon Weber, Ronald Clark3D Asset Generation3D Shape Generation

    University of Oxford

  11. Flow-Corrected Shape Optimization: Taming Manifold Drift in High-Dimensional 3D Models

    Aug 7, 2026Emilien Seiler, Nicolas Talabot, Yingxuan You +2Constrained Generative Modeling3D Shape Generation

    CVLab, EPFL

  12. Hierarchical Flow Matching for 3D Point Cloud Generation

    Aug 6, 2026Linhao Wang, Qichang Zhang, Ye Su +1Flow Matching3D Shape Generation

    Shandong Normal University · University of Macau

  13. Learning to Tessellate: Point Cloud Generation via Recursive Spectral Partitioning

    Aug 3, 2026Monan Sun, Bangzhen Liu, Huaidong Zhang +1Point Cloud Learning3D Shape Generation

    South China University of Technology, China · University of Chinese Academy of Sciences, China · Singapore Management University, Singapore +1

  14. RL-Lock: Reinforcement Learning for Generating Interlocking Assemblies

    Aug 3, 2026Xuyang Ma, Chaewoon Kim, Haonan Zhang +33D Shape GenerationRL for Combinatorial Optimization

    Singapore University of Technology and Design · The Hong Kong University of Science and Technology · Beijing Normal-Hong Kong Baptist University

  15. ROAD: Reciprocal-Objective Alignment of Discriminative Semantics for 3D Shape Generation

    Jul 30, 2026Xiao Luo, Mingyang Du, Xin Zhou +5Diffusion Model Alignment3D Shape Generation

    Huazhong University of Science and Technology, China · 2Megvii, China · 3Zhejiang University, China +1

  16. FPSGen: Flexible Point Cloud Scene Generation with BEV-Supported Transport Flows

    Jul 29, 2026Wenzhe He, Meng Wang, JiaWei Qian +3Point Cloud Completion3D Scene Generation

    College of Computer Science and Electronic Engineering, Hunan University, Hunan, China · College of Information Science and Engineering, Hunan Normal University, Hunan, China

  17. UMI3D: Robust 3D Generation on Unconstrained Multi-Image Inputs via Simultaneous Focus Cross-Attention Routing

    Jul 27, 2026Zefan Qu, Zhenwei Wang, Gerhard Petrus Hancke +13D Foundation ModelsCross-Attention

    Department of Computer Science City University of Hong Kong

  18. Axolotl3D: a Unified Framework for Faithful 3D Shape Completion

    Jul 22, 2026Anita Hu, Maria Shugrina3D ReconstructionMulti-View 3D Reconstruction

    NVIDIA

  19. Autoregressive B-Rep Shape Generation with Parametric Surfaces

    Jul 19, 2026Dafei Qin, Rui Xu, Zeyu Shen +8Parametric CAD Modeling3D Shape Generation

    The University of Hong Kong, Deemos Technology Co., Ltd., China · Institute of Software, Chinese Academy of Sciences, China · ShanghaiTech University, Deemos Technology Co., Ltd., China +3

  20. Nexus: Native Mesh Generation with Diffusion

    Jul 15, 2026Hanxiao Wang, Ying-Tian Liu, Yuan-Chen Guo +53D Mesh Generation3D Shape Generation

    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

  21. TreeSRNF: Square-Root Normal Fields for Generative Modelling of the Geometric and Structural Variability in Tree-like 3D Objects

    Jul 15, 2026Tahmina Khanam, Hamid Laga, Mohammed Bennamoun +4Statistical Shape ModelingNon-Rigid Shape Correspondence

    Murdoch University, WA, Australia. · University of Western Australia, WA, Australia. · Johns Hopkins University, USA.

  22. DiffGI: Differentiable Geometry Images for High-Fidelity Thin-Shell 3D Generation

    Jul 15, 2026Eungjune Shim, Hansol Lee, Eunjung Ju3D Mesh Generation3D Shape Generation

    CLO Virtual Fashion Inc., South Korea

  23. Compos3D: Interactive Part-Based Composition for Creative Control in Generative 3D Models

    Jul 13, 2026Faraz Faruqi, Sean J. Liu, George Fitzmaurice +13D Asset Generation3D Shape Editing

    Autodesk Research Boston, MA, USA · Autodesk Research San Francisco, California, USA · Autodesk Research Toronto, Ontario, Canada

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

    Jul 12, 2026Hang Long, Tianhao Zhao, Junkai Lin +7Flow Matching3D Mesh Generation

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

  25. Mirror Illusion Art

    Jul 2, 2026Xiaopei Zhu, Zeyuan Li, Jun Zhu +1Inverse Rendering3D Asset Generation

    Department of Computer Science and Technology, BNRist, Tsinghua University · Huazhong University of Science and Technology · IDG/McGovern Institute for Brain Research, Tsinghua University +1

  26. Vitality-Aware Compression for Efficient Image-to-Shape Diffusion Transformers

    Jul 1, 2026Jaeah Lee, Hyunjin Kim, Jaewoong Cho +1Model CompressionDiffusion Transformer

    KRAFTON AI, Republic of Korea · Amazon, Australia

  27. Deep Spectral Models for Robust Dental Shape Generation

    Jun 30, 2026Tibor Kubík, François Guibault, Michal Španěl +1Geometric Representation LearningGenerative Modeling

    Polytechnique Montr´eal, Montr´eal, Canada · Brno University of Technology, Brno, Czech Republic

  28. Sculpting NeRF Geometry: Human-Preference Fine-Tuning of a 3D-Aware Face GAN

    Jun 25, 2026Archer Moore, Mingming Gong, Liam Hodgkinson3D Shape GenerationRL for Generative Models

    School of Mathematics and Statistics, The University of Melbourne, Parkville, VIC 3010, Australia

  29. ISAP-3D: Identity-Slot Aligned Part-Aware 3D Generation

    Jun 10, 2026Junlin Hao, Haoshuai Fu, Xibin Song +4Part-Level 3D GenerationGenerative Modeling

    No Institute Given

  30. 3D-CBM: A Framework for Concept-Based Interpretability in Generative 3D Modeling

    Jun 9, 2026Ahmad Al-KabbanyConcept Bottleneck ModelsInterpretable ML

    Yubree Labs, Ottawa K2M1T2, Canada · Multimedia Interaction and Communication Lab, Arab Academy for Science and Technology, Alexandria 21937, Egypt

  31. P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning

    Jun 9, 2026Yikang Yang, Zhanpeng Hu, Youtian Lin +5Part-Level 3D GenerationParametric CAD Modeling

    Nanjing University · Envision

  32. Generation of Diverse and Functional Robot Designs using Superquadrics Parametrisation and Quality-Diversity

    Jun 9, 2026Leni Le Goff, Simon Smith, Emma HartEvolutionary OptimizationRobotics

    Edinburgh Napier University, Scotland UK

  33. Rethinking 3D Shape Generation: Diffusion over Superquadrics

    Jun 8, 2026Zhiyang Liu, Wanze Li, Yuwei Wu +43D Shape Generation3D Diffusion Models

    Advanced Robotics Centre, National University of Singapore · College of Design and Engineering, National University of Singapore · Engineering Systems and Design, Singapore University of Technology and Design

  34. 3D Oral Modelling with Improved Vertex Distribution Using Matching-Based Learning

    Jun 6, 2026Jihun Cho, Soo-Yeon Jeong, Eun-Jeong Bae +13D ReconstructionMulti-View 3D Reconstruction

    Dept. of Computer Engineering Pai Chai University Daejeon, Korea · Division of Software Engineering Pai Chai University Daejeon, Korea · Dept. of Dental Technology Bucheon University Bucheon, Korea

  35. ARAPDiffusion: ARAP Regularization for Diffusion-Based Deformable Shape Space Learning

    Jun 5, 2026Haibo Liu, Jinghan Ke, Haitao Yang +3Latent Diffusion Models3D Shape Generation

    University of Texas at Austin · 2Westlake University

  36. Controllable Dynamic 3D Shape Generation via 3D Trajectories and Text

    Jun 3, 2026Jaeyeong Kim, Ines Kim, Jahyeok Koo +13D Mesh Generation3D Shape Generation

    KAIST AI

  37. SymTRELLIS: Symmetry-Enforced Voxel Latents for 3D Generation

    Jun 2, 2026Guangda Ji, Qimin Chen, Qinchan Li +33D Asset GenerationGenerative Modeling

    Simon Fraser University, Burnaby, BC, Canada · ShanghaiTech University, Shanghai, China · Augmenta, Toronto, ON, Canada

  38. HumanNOVA: Photorealistic, Universal and Rapid 3D Human Avatar Modeling from a Single Image

    Jun 1, 2026Hezhen Hu, Wangbo Zhao, Lanqing Guo +63D Avatar Generation3D Shape Generation

    University of Texas at Austin · National University of Singapore · Texas A&M University

  39. Learning Neural Deformation Representation for 4D Dynamic Shape Generation

    May 31, 2026Gyojin Han, Jiwan Hur, Jaehyun Choi +13D Shape GenerationConditional Generative Modeling

    Korea Advanced Institute of Science and Technology

  40. SuperVoxelGPT: Adaptive and Ordered 3D Tokenization for Autoregressive Shape Generation

    May 28, 2026Yuan Li, Congyi Zhang, Xifeng Gao +13D Shape GenerationAutoregressive Generation

    University of Texas at Dallas, USA · LightSpeed, USA

  41. CubePart: An Open-Vocabulary Part-Controllable 3D Generator

    May 27, 2026Yiheng Zhu, Kangle Deng, Jean-Philippe Fauconnier +93D Mesh GenerationPart-Level 3D Generation

    Roblox, USA · Carnegie Mellon University, USA · Stanford University, USA

  42. Garment Particles: A 2D--3D Symmetric Garment Representation for Generation and Editing

    May 25, 2026Kiyohiro Nakayama, I-Chao Shen, Ruofan Liu +3Image Generation3D Shape Generation

    Stanford University, USA · The University of Tokyo, Japan · Institute of Science Tokyo, Japan +1

  43. BrickAnything: Geometry-Conditioned Buildable Brick Generation with Structure-Aware Tokenization

    May 25, 2026Zhengyang Ni, Feng Yan, Yu Guo +13D Asset Generation3D Shape Generation

    Xi’an Jiaotong University · State Key Laboratory of Human-Machine Hybrid Augmented Intelligence · Institute of Artificial Intelligence and Robotics

  44. Fishbone: From One 3D Asset to a Million Controllable Edits

    May 24, 2026Yumeng He, Xiaoying Wang, Peihao Li +73D Asset Generation3D Shape Editing

    1UCLA · 2USC · 3UC Berkeley +3

  45. COSY: Compositional 3DGS Synthesis for Disentangled Human Head Editing

    May 22, 2026Florian Barthel, Shalini De Mello, Koki Nagano +33D Gaussian SplattingDisentangled Representation Learning

    Fraunhofer Heinrich-Hertz Institute, Germany · Humboldt University Berlin, Germany · NVIDIA, USA

  46. Stream3D: Sequential Multi-View 3D Generation via Evidential Memory

    May 20, 2026Kaichen Zhou, Zeyang Bai, Xinhai Chang +3Streaming 3D Reconstruction3D Reconstruction

    World Mind Lab, HKUST · Media Lab and EECS, MIT · Kempner

  47. ROAR-3D: Routing Arbitrary Views for High-Fidelity 3D Generation

    May 20, 2026Hanxiao Sun, Mingxin Yang, Shuhui Yang +53D Asset Generation3D Shape Generation

    The Hong Kong University of Science and Technology · Tencent Hunyuan

  48. Sketch2MinSurf: Vision-Language Guided Generation of Editable Minimal Surfaces from Hand-Drawn Sketches

    May 20, 2026Wenda Wang, Anqi Liu, Junqi Yang +43D Shape Generation

    School of Architecture, Tsinghua University · Department of Architecture, National University of Singapore

  49. CompoSE: Compositional Synthesis and Editing of 3D Shapes via Part-Aware Control

    May 19, 2026Habib Slim, Shariq Farooq Bhat, Mohamed Elhoseiny +23D Shape Editing3D Shape Generation

    King Abdullah University of Science and Technology (KAUST), Saudi Arabia · Adobe Research, United States of America

  50. OmniLiDAR: A Unified Diffusion Framework for Multi-Domain 3D LiDAR Generation

    May 13, 2026Youquan Liu, Weidong Yang, Ao Liang +9Synthetic Data Generation for Robotics3D Scene Generation

    College of Computer Science and Artificial Intelligence, Fudan University, Shanghai, China · School of Computing, Department of Computer Science, National University of Singapore, Singapore · College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China +5

  51. Img2CADSeq: Image-to-CAD Generation via Sequence-Based Diffusion

    May 13, 2026Shiyu Tan, Zixuan Zhao, Hao Gao +33D Asset GenerationParametric CAD Modeling

    School of Software, Tsinghua University, China

  52. Optimizing 4D Wires for Sparse 3D Abstraction

    May 12, 2026Dong-Yi Wu, Tong-Yee Lee3D Asset Generation3D Shape Generation

    National Cheng Kung University Tainan, Taiwan

  53. PG-3DGS: Optimizing 3D Gaussian Splatting to Satisfy Physics Objectives

    May 11, 2026Zachary Lee, Maxwell Jacobson, Yexiang Xue3D Gaussian Splatting3D Shape Generation

    Department of Computer Science, Purdue University, West Lafayette, 47907, IN, United States

  54. Geometric 4D Stitching for Grounded 4D Generation

    May 11, 2026Sunwoo Park, Taesung Kwon, Jong Chul Ye3D Scene Generation3D Shape Generation

    KAIST AI

  55. Continuum Robot Modeling with Action Conditioned Flow Matching

    May 9, 2026Jiong Lin, Jinchen Ruan, Hod Lipson3D Shape GenerationPoint Cloud Generation

    Department of Mechanical Engineering, Columbia University, New York, NY, USA

  56. HairGPT: Strand-as-Language Autoregressive Modeling for Realistic 3D Hairstyle Synthesis

    May 9, 2026Haimin Luo, Min Ouyang, Lan Xu +13D Asset Generation3D Shape Generation

    ShanghaiTech University, China · ShanghaiTech University and Deemos Technology Co., Ltd., China

  57. DVD: Discrete Voxel Diffusion for 3D Generation and Editing

    May 8, 2026Zhengrui Xiang, Jiaqi Wu, Fupeng Sun +23D Shape Editing3D Shape Generation

    Imperial College London · Math Magic, Hitem3D · Math Magic

  58. Rollback-Free Stable Brick Structures Generation

    May 7, 2026Chenhui Xu, Ziyue Bai, Fuxun Yu +23D Shape GenerationAutoregressive Generation

    University of Buffalo · University of Maryland, College Park · Microsoft +1

  59. Mix3R: Mixing Feed-forward Reconstruction and Generative 3D Priors for Joint Multi-view Aligned 3D Reconstruction and Pose Estimation

    May 5, 2026Siyou Lin, Zhou Xue, Hongwen Zhang +43D ReconstructionMulti-View 3D Reconstruction

    Tsinghua University · Beijing Normal University · ByteDance

  60. Generative Modeling with Orbit-Space Particle Flow Matching

    May 4, 2026Sinan Wang, Jinjin He, Shenyifan Lu +3Flow MatchingOne-Step Generative Modeling

    Georgia Institute of Technology, USA