CAD-Llama: Leveraging Large Language Models for Computer-Aided Design Parametric 3D Model Generation

7 May 2025

Papers citing "CAD-Llama: Leveraging Large Language Models for Computer-Aided Design Parametric 3D Model Generation"

44 / 44 papers shown

Title
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 29 0 0 23 May 2025
CAD-GPT: Synthesising CAD Construction Sequence with Spatial Reasoning-Enhanced Multimodal LLMs Siyu Wang Cailian Chen Xinyi Le Qimin Xu Lei Xu Yize Zhang Jie Yang 3DV 68 5 0 27 Dec 2024
CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation With MLLM Jingwei Xu Chenyu Wang Zibo Zhao Wen Liu Yi-An Ma Shenghua Gao 81 17 0 07 Nov 2024
SpaceMesh: A Continuous Representation for Learning Manifold Surface Meshes Tianchang Shen Zheng Li Marc Law Matan Atzmon Sanja Fidler James Lucas Jun Gao Nicholas Sharp 3DH 60 4 0 30 Sep 2024
Text2CAD: Generating Sequential CAD Models from Beginner-to-Expert Level Text Prompts Mohammad Sadil Khan Sankalp Sinha Talha Uddin Sheikh Didier Stricker Sk Aziz Ali Muhammad Zeshan Afzal 58 11 0 25 Sep 2024
Can Large Language Models Understand Symbolic Graphics Programs? Zeju Qiu Weiyang Liu Haiwen Feng Zhen Liu Tim Z. Xiao Katherine M. Collins J. Tenenbaum Adrian Weller Michael J. Black Bernhard Schölkopf 108 14 0 15 Aug 2024
Query2CAD: Generating CAD models using natural language queries Akshay Badagabettu Sai Sravan Yarlagadda A. Farimani 58 14 0 31 May 2024
InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment Jianing Wang Junda Wu Yupeng Hou Yao Liu Ming Gao Julian McAuley 59 35 0 13 Feb 2024
Hallucination Augmented Contrastive Learning for Multimodal Large Language Model Chaoya Jiang Haiyang Xu Mengfan Dong Jiaxing Chen Wei Ye Mingshi Yan Qinghao Ye Ji Zhang Fei Huang Shikun Zhang VLM 41 57 0 12 Dec 2023
CADTalk: An Algorithm and Benchmark for Semantic Commenting of CAD Programs Haocheng Yuan Jing Xu Hao Pan Adrien Bousseau Niloy J. Mitra Changjian Li 59 10 0 28 Nov 2023
In-context Pretraining: Language Modeling Beyond Document Boundaries Weijia Shi Sewon Min Maria Lomeli Chunting Zhou Margaret Li ... Victoria Lin Noah A. Smith Luke Zettlemoyer Scott Yih Mike Lewis LRM RALM SyDa 74 54 0 16 Oct 2023
Mistral 7B Albert Q. Jiang Alexandre Sablayrolles A. Mensch Chris Bamford Devendra Singh Chaplot ... Teven Le Scao Thibaut Lavril Thomas Wang Timothée Lacroix William El Sayed MoE LRM 74 2,197 0 10 Oct 2023
At Which Training Stage Does Code Data Help LLMs Reasoning? Xiaogang Jia Yue Liu Yue Yu Yuanliang Zhang Yu Jiang Changjian Wang Shanshan Li LRM SyDa 68 66 0 28 Sep 2023
Aligning Large Multimodal Models with Factually Augmented RLHF Zhiqing Sun Sheng Shen Shengcao Cao Haotian Liu Chunyuan Li ... Liangyan Gui Yu-Xiong Wang Yiming Yang Kurt Keutzer Trevor Darrell VLM 107 373 0 25 Sep 2023
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models L. Yu Weisen Jiang Han Shi Jincheng Yu Zhengying Liu Yu Zhang James T. Kwok Zheng Li Adrian Weller Weiyang Liu OSLM LRM 93 383 0 21 Sep 2023
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning Xiang Yue Xingwei Qu Ge Zhang Yao Fu Wenhao Huang Huan Sun Yu-Chuan Su Wenhu Chen AIMat LRM 133 399 0 11 Sep 2023
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct Haipeng Luo Qingfeng Sun Can Xu Pu Zhao Jian-Guang Lou ... Xiubo Geng Qingwei Lin Shifeng Chen Yansong Tang Dongmei Zhang LRM OSLM 194 454 0 18 Aug 2023
Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review M. Wong Shangxin Guo Ching Nam Hang Siu-Wai Ho C. Tan 66 81 0 04 Jul 2023
Hierarchical Neural Coding for Controllable CAD Model Generation Xiang Xu P. Jayaraman Joseph G. Lambourne Karl D. D. Willis Yasutaka Furukawa 56 41 0 30 Jun 2023
Evaluating Language Models for Mathematics through Interactions Katherine M. Collins Albert Q. Jiang Simon Frieder L. Wong Miri Zilka ... William Hart T. Gowers Wen-Ding Li Adrian Weller M. Jamnik 75 60 0 02 Jun 2023
SECAD-Net: Self-Supervised CAD Reconstruction by Learning Sketch-Extrude Operations Pu Li Jianwei Guo Xiaopeng Zhang Dongming Yan SSL 3DV 3DPC 68 36 0 19 Mar 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.4K 14,313 0 15 Mar 2023
Learning Continuous Mesh Representation with Spherical Implicit Surface Zhong Gao 3DH 50 4 0 11 Jan 2023
ExtrudeNet: Unsupervised Inverse Sketch-and-Extrude for Shape Parsing Daxuan Ren Jianmin Zheng Jianfei Cai Jiatong Li Junzhe Zhang 3DPC 76 37 0 30 Sep 2022
Reconstructing editable prismatic CAD from rounded voxel models Joseph G. Lambourne Karl D. D. Willis P. Jayaraman Longfei Zhang Aditya Sanghi Kamal Rahimi Malekshan 73 39 0 02 Sep 2022
SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks Xiang Xu Karl D. D. Willis Joseph G. Lambourne Chin-Yi Cheng P. Jayaraman Yasutaka Furukawa 76 76 0 11 Jul 2022
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness Tri Dao Daniel Y. Fu Stefano Ermon Atri Rudra Christopher Ré VLM 224 2,214 0 27 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 871 12,916 0 04 Mar 2022
Deduplicating Training Data Mitigates Privacy Risks in Language Models Nikhil Kandpal Eric Wallace Colin Raffel PILM MU 96 292 0 14 Feb 2022
Point2Cyl: Reverse Engineering 3D Objects from Point Clouds to Extrusion Cylinders Mikaela Angelina Uy Yen-Yu Chang Minhyuk Sung Purvi Goel Joseph Lambourne Tolga Birdal Leonidas Guibas 3DPC 40 57 0 17 Dec 2021
Deduplicating Training Data Makes Language Models Better Katherine Lee Daphne Ippolito A. Nystrom Chiyuan Zhang Douglas Eck Chris Callison-Burch Nicholas Carlini SyDa 356 628 0 14 Jul 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 404 10,328 0 17 Jun 2021
DeepCAD: A Deep Generative Network for Computer-Aided Design Models Rundi Wu Chang Xiao Changxi Zheng 3DPC 76 169 0 20 May 2021
Engineering Sketch Generation for Computer-Aided Design Karl D. D. Willis P. Jayaraman Joseph G. Lambourne Hang Chu Yewen Pu 3DV 144 64 0 19 Apr 2021
Inferring CAD Modeling Sequences Using Zone Graphs Xianghao Xu Wenzhe Peng Chin-Yi Cheng Karl D. D. Willis Daniel E. Ritchie 3DPC AI4CE 53 66 0 30 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 903 29,372 0 26 Feb 2021
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 743 41,932 0 28 May 2020
Deep Local Shapes: Learning Local SDF Priors for Detailed 3D Reconstruction Rohan Chabra J. E. Lenssen Eddy Ilg Tanner Schmidt Julian Straub S. Lovegrove Richard Newcombe 70 464 0 24 Mar 2020
Point-Voxel CNN for Efficient 3D Deep Learning Zhijian Liu Haotian Tang Chengyue Wu Song Han 3DPC 122 673 0 08 Jul 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 131 3,683 0 16 Jan 2019
ABC: A Big CAD Model Dataset For Geometric Deep Learning Sebastian Koch Albert Matveev Zhongshi Jiang Francis Williams Alexey Artemov Evgeny Burnaev M. Alexa Denis Zorin Daniele Panozzo 3DPC 3DV 76 458 0 15 Dec 2018
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 346 11,105 0 07 Jun 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 481 14,309 0 02 Dec 2016
OctNet: Learning Deep 3D Representations at High Resolutions Gernot Riegler Ali O. Ulusoy Andreas Geiger 3DV 3DPC 220 1,480 0 15 Nov 2016