CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers.

Kseniya Cherenkova Dimitrios Mallis Ahmet Serdar Karadeniz Sebastian Cavada Danila Rukhovich Niki Foteinopoulou Kseniya Cherenkova Anis Kacem 0001 Djamila Aouada CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers. 2025 ICCV 7284-7294 conf/iccv/2025 https://doi.org/10.1109/ICCV51701.2025.00684 db/conf/iccv/iccv2025.html#MallisKCRFCKA25 streams/conf/iccv Danila Rukhovich Elona Dupont Dimitrios Mallis Kseniya Cherenkova Anis Kacem 0001 Djamila Aouada CAD-Recode: Reverse Engineering CAD Code From Point Clouds. 2025 ICCV 9801-9811 conf/iccv/2025 https://doi.org/10.1109/ICCV51701.2025.00914 db/conf/iccv/iccv2025.html#RukhovichDMCKA25 streams/conf/iccv Ahmet Serdar Karadeniz Dimitrios Mallis Danila Rukhovich Kseniya Cherenkova Anis Kacem 0001 Djamila Aouada MiCADangelo: Fine-Grained Reconstruction of Constrained CAD Models from 3D Scans. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/7755fafa64beceac16d3eab17f8ed3d6-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#KaradenizMRCKA25 Ahmet Serdar Karadeniz Dimitrios Mallis Nesryne Mejri Kseniya Cherenkova Anis Kacem 0001 Djamila Aouada PICASSO: A Feed-Forward Framework for Parametric Inference of CAD Sketches via Rendering Self-Supervision. 6475-6484 2025 WACV https://doi.org/10.1109/WACV61041.2025.00631 conf/wacv/2025 db/conf/wacv/wacv2025.html#KaradenizMMC0A25

Ahmet Serdar Karadeniz Dimitrios Mallis Danila Rukhovich Kseniya Cherenkova Anis Kacem 0001 Djamila Aouada MiCADangelo: Fine-Grained Reconstruction of Constrained CAD Models from 3D Scans. 2025 October abs/2510.23429 CoRR https://doi.org/10.48550/arXiv.2510.23429 db/journals/corr/corr2510.html#abs-2510-23429 streams/journals/corr

Ahmet Serdar Karadeniz Dimitrios Mallis Nesryne Mejri Kseniya Cherenkova Anis Kacem 0001 Djamila Aouada DAVINCI: A Single-Stage Architecture for Constrained CAD Sketch Inference. 2024 BMVC https://bmvc2024.org/proceedings/486/ conf/bmvc/2024 db/conf/bmvc/bmvc2024.html#KaradenizMMC0A24 Mohammad Sadil Khan Elona Dupont Sk Aziz Ali Kseniya Cherenkova Anis Kacem 0001 Djamila Aouada CAD-SIGNet: CAD Language Inference from Point Clouds Using Layer-Wise Sketch Instance Guided Attention. 4713-4722 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.00451 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#KhanDAC0A24 Elona Dupont Kseniya Cherenkova Dimitrios Mallis Gleb Gusev Anis Kacem 0001 Djamila Aouada TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds. 19-36 2024 ECCV (61) https://doi.org/10.1007/978-3-031-73030-6_2 conf/eccv/2024-61 db/conf/eccv/eccv2024-61.html#DupontCMGKA24 streams/conf/eccv Kseniya Cherenkova Elona Dupont Anis Kacem 0001 Gleb Gusev Djamila Aouada SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/028ef7e68a5ea25fc26cd6abf3a5c147-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#CherenkovaD0GA24

Mohammad Sadil Khan Elona Dupont Sk Aziz Ali Kseniya Cherenkova Anis Kacem 0001 Djamila Aouada CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention. 2024 abs/2402.17678 CoRR https://doi.org/10.48550/arXiv.2402.17678 db/journals/corr/corr2402.html#abs-2402-17678

Elona Dupont Kseniya Cherenkova Dimitrios Mallis Gleb Gusev Anis Kacem 0001 Djamila Aouada TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds. 2024 abs/2407.12702 CoRR https://doi.org/10.48550/arXiv.2407.12702 db/journals/corr/corr2407.html#abs-2407-12702 streams/journals/corr

Ahmet Serdar Karadeniz Dimitrios Mallis Nesryne Mejri Kseniya Cherenkova Anis Kacem 0001 Djamila Aouada PICASSO: A Feed-Forward Framework for Parametric Inference of CAD Sketches via Rendering Self-Supervision. 2024 abs/2407.13394 CoRR https://doi.org/10.48550/arXiv.2407.13394 db/journals/corr/corr2407.html#abs-2407-13394 streams/journals/corr

Ahmet Serdar Karadeniz Dimitrios Mallis Nesryne Mejri Kseniya Cherenkova Anis Kacem 0001 Djamila Aouada DAVINCI: A Single-Stage Architecture for Constrained CAD Sketch Inference. 2024 abs/2410.22857 CoRR https://doi.org/10.48550/arXiv.2410.22857 db/journals/corr/corr2410.html#abs-2410-22857 streams/journals/corr

Dimitrios Mallis Ahmet Serdar Karadeniz Sebastian Cavada Danila Rukhovich Niki Maria Foteinopoulou Kseniya Cherenkova Anis Kacem 0001 Djamila Aouada CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers? 2024 abs/2412.13810 CoRR https://doi.org/10.48550/arXiv.2412.13810 db/journals/corr/corr2412.html#abs-2412-13810 streams/journals/corr

Danila Rukhovich Elona Dupont Dimitrios Mallis Kseniya Cherenkova Anis Kacem 0001 Djamila Aouada CAD-Recode: Reverse Engineering CAD Code from Point Clouds. 2024 abs/2412.14042 CoRR https://doi.org/10.48550/arXiv.2412.14042 db/journals/corr/corr2412.html#abs-2412-14042 streams/journals/corr

Kseniya Cherenkova Elona Dupont Anis Kacem 0001 Ilya Arzhannikov Gleb Gusev Djamila Aouada SepicNet: Sharp Edges Recovery by Parametric Inference of Curves in 3D Shapes. 2727-2735 2023 CVPR Workshops https://doi.org/10.1109/CVPRW59228.2023.00273 conf/cvpr/2023w db/conf/cvpr/cvprw2023.html#CherenkovaDKAGA23 Dimitrios Mallis Sk Aziz Ali Elona Dupont Kseniya Cherenkova Ahmet Serdar Karadeniz Mohammad Sadil Khan Anis Kacem 0001 Gleb Gusev Djamila Aouada SHARP Challenge 2023: Solving CAD History and pArameters Recovery from Point clouds and 3D scans. Overview, Datasets, Metrics, and Baselines. 1778-1787 2023 ICCV (Workshops) https://doi.org/10.1109/ICCVW60793.2023.00194 conf/iccvw/2023 db/conf/iccvw/iccvw2023.html#MallisADCKK0GA23

Kseniya Cherenkova Elona Dupont Anis Kacem 0001 Ilya Arzhannikov Gleb Gusev Djamila Aouada SepicNet: Sharp Edges Recovery by Parametric Inference of Curves in 3D Shapes. 2023 abs/2304.06531 CoRR https://doi.org/10.48550/arXiv.2304.06531 db/journals/corr/corr2304.html#abs-2304-06531

Dimitrios Mallis Sk Aziz Ali Elona Dupont Kseniya Cherenkova Ahmet Serdar Karadeniz Mohammad Sadil Khan Anis Kacem 0001 Gleb Gusev Djamila Aouada SHARP Challenge 2023: Solving CAD History and pArameters Recovery from Point clouds and 3D scans. Overview, Datasets, Metrics, and Baselines. 2023 abs/2308.15966 CoRR https://doi.org/10.48550/arXiv.2308.15966 db/journals/corr/corr2308.html#abs-2308-15966

Elona Dupont Kseniya Cherenkova Anis Kacem 0001 Sk Aziz Ali Ilya Arzhannikov Gleb Gusev Djamila Aouada CADOps-Net: Jointly Learning CAD Operation Types and Steps from Boundary-Representations. 114-123 2022 3DV https://doi.org/10.1109/3DV57658.2022.00024 conf/3dim/2022 db/conf/3dim/3dv2022.html#DupontCKAAGA22

Elona Dupont Kseniya Cherenkova Anis Kacem 0001 Sk Aziz Ali Ilya Arzhannikov Gleb Gusev Djamila Aouada CADOps-Net: Jointly Learning CAD Operation Types and Steps from Boundary-Representations. 2022 abs/2208.10555 CoRR https://doi.org/10.48550/arXiv.2208.10555 db/journals/corr/corr2208.html#abs-2208-10555

Kseniya Cherenkova Djamila Aouada Gleb Gusev PvDeConv: Point-Voxel Deconvolution for Autoencoding CAD Construction in 3D. 2021 abs/2101.04493 CoRR https://arxiv.org/abs/2101.04493 db/journals/corr/corr2101.html#abs-2101-04493

Anis Kacem 0001 Kseniya Cherenkova Djamila Aouada Disentangled Face Identity Representations for joint 3D Face Recognition and Expression Neutralisation. 2021 abs/2104.10273 CoRR https://arxiv.org/abs/2104.10273 db/journals/corr/corr2104.html#abs-2104-10273

Alexandre Saint 0001 Anis Kacem 0001 Kseniya Cherenkova Djamila Aouada 3DBooSTeR: 3D Body Shape and Texture Recovery. 726-740 2020 ECCV Workshops (2) https://doi.org/10.1007/978-3-030-66096-3_49 conf/eccv/2020-w2 db/conf/eccv/eccv2020-w2.html#SaintKCA20 Alexandre Saint 0001 Anis Kacem 0001 Kseniya Cherenkova Konstantinos Papadopoulos 0002 Julian Chibane Gerard Pons-Moll Gleb Gusev David Fofi Djamila Aouada Björn E. Ottersten SHARP 2020: The 1st Shape Recovery from Partial Textured 3D Scans Challenge Results. 741-755 2020 ECCV Workshops (2) https://doi.org/10.1007/978-3-030-66096-3_50 conf/eccv/2020-w2 db/conf/eccv/eccv2020-w2.html#SaintKCPCPGFAO20 Abd El Rahman Shabayek Djamila Aouada Kseniya Cherenkova Gleb Gusev Towards Automatic CAD Modeling from 3D Scan Sketch based Representation. 392-398 2020 VISIGRAPP (1: GRAPP) https://doi.org/10.5220/0009174903920398 conf/grapp/2020 db/conf/grapp/grapp2020.html#ShabayekACG20 Abd El Rahman Shabayek Djamila Aouada Kseniya Cherenkova Gleb Gusev Björn E. Ottersten 3d Deformation Signature for Dynamic Face Recognition. 2138-2142 2020 ICASSP https://doi.org/10.1109/ICASSP40776.2020.9054733 conf/icassp/2020 db/conf/icassp/icassp2020.html#ShabayekACGO20 Kseniya Cherenkova Djamila Aouada Gleb Gusev Pvdeconv: Point-Voxel Deconvolution for Autoencoding CAD Construction in 3D. 2741-2745 2020 ICIP https://doi.org/10.1109/ICIP40778.2020.9191095 conf/icip/2020 db/conf/icip/icip2020.html#CherenkovaAG20 Abd El Rahman Shabayek Djamila Aouada Kseniya Cherenkova Gleb Gusev 3D Sparse Deformation Signature for Dynamic Face Recognition. 2835-2839 2020 ICIP https://doi.org/10.1109/ICIP40778.2020.9190656 conf/icip/2020 db/conf/icip/icip2020.html#ShabayekACG20 Anis Kacem 0001 Hamza Ben Abdesslam Kseniya Cherenkova Djamila Aouada Space-Time Triplet Loss Network for Dynamic 3D Face Verification. 82-90 2020 ICPR Workshops (1) https://doi.org/10.1007/978-3-030-68763-2_7 conf/icpr/2020w1 db/conf/icpr/icpr2020w1.html#0001ACA20

Alexandre Saint 0001 Anis Kacem 0001 Kseniya Cherenkova Djamila Aouada 3DBooSTeR: 3D Body Shape and Texture Recovery. 2020 abs/2010.12670 CoRR https://arxiv.org/abs/2010.12670 db/journals/corr/corr2010.html#abs-2010-12670

Alexandre Saint 0001 Anis Kacem 0001 Kseniya Cherenkova Konstantinos Papadopoulos 0002 Julian Chibane Gerard Pons-Moll Gleb Gusev David Fofi Djamila Aouada Björn E. Ottersten SHARP 2020: The 1st Shape Recovery from Partial Textured 3D Scans Challenge Results. 2020 abs/2010.13508 CoRR https://arxiv.org/abs/2010.13508 db/journals/corr/corr2010.html#abs-2010-13508

Alexandre Saint 0001 Abd El Rahman Shabayek Kseniya Cherenkova Gleb Gusev Djamila Aouada Björn E. Ottersten Bodyfitr: Robust Automatic 3D Human Body Fitting. 484-488 2019 ICIP https://doi.org/10.1109/ICIP.2019.8803819 conf/icip/2019 db/conf/icip/icip2019.html#SaintSCGAO19 Alexandre Saint 0001 Eman Ahmed Abd El Rahman Shabayek Kseniya Cherenkova Gleb Gusev Djamila Aouada Björn E. Ottersten 3DBodyTex: Textured 3D Body Dataset. 495-504 2018 3DV https://doi.org/10.1109/3DV.2018.00063 https://doi.ieeecomputersociety.org/10.1109/3DV.2018.00063 conf/3dim/2018 db/conf/3dim/3dv2018.html#SaintASCGAO18

Eman Ahmed Alexandre Saint 0001 Abd El Rahman Shabayek Kseniya Cherenkova Rig Das Gleb Gusev Djamila Aouada Björn E. Ottersten Deep Learning Advances on Different 3D Data Representations: A Survey. 2018 abs/1808.01462 CoRR http://arxiv.org/abs/1808.01462 db/journals/corr/corr1808.html#abs-1808-01462

Hamza Ben Abdesslam Eman Ahmed Sk Aziz Ali Djamila Aouada Ilya Arzhannikov Sebastian Cavada Julian Chibane Rig Das Elona Dupont David Fofi Niki Maria FoteinopoulouNiki Foteinopoulou Gleb Gusev Anis Kacem 0001 Ahmet Serdar Karadeniz Mohammad Sadil Khan Dimitrios Mallis Nesryne Mejri Björn Ottersten 0001Björn E. Ottersten Konstantinos Papadopoulos 0002 Gerard Pons-Moll Danila Rukhovich Alexandre Saint 0001 Abd El Rahman Shabayek