{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T08:59:47Z","timestamp":1780390787574,"version":"3.54.1"},"reference-count":50,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T00:00:00Z","timestamp":1760832000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T00:00:00Z","timestamp":1760832000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10,19]]},"DOI":"10.1109\/iccv51701.2025.00979","type":"proceedings-article","created":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T19:45:49Z","timestamp":1777491949000},"page":"10517-10526","source":"Crossref","is-referenced-by-count":1,"title":["MamTiff-CAD: Multi-Scale Latent Diffusion with Mamba+ for Complex Parametric Sequence"],"prefix":"10.1109","author":[{"given":"Liyuan","family":"Deng","sequence":"first","affiliation":[{"name":"Northwestern Polytechnical University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yunpeng","family":"Bai","sequence":"additional","affiliation":[{"name":"National University of Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yongkang","family":"Dai","sequence":"additional","affiliation":[{"name":"Northwestern Polytechnical University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaoshui","family":"Huang","sequence":"additional","affiliation":[{"name":"Shanghai Jiao Tong University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongping","family":"Gan","sequence":"additional","affiliation":[{"name":"Northwestern Polytechnical University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dongshuo","family":"Huang","sequence":"additional","affiliation":[{"name":"Northwestern Polytechnical University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hao","family":"Jiacheng","sequence":"additional","affiliation":[{"name":"Nanchang University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yilei","family":"Shi","sequence":"additional","affiliation":[{"name":"Northwestern Polytechnical University"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","author":"Alliegro","year":"2023","journal-title":"Polydiff: Generating 3d polygonal meshes with diffusion models"},{"key":"ref2","author":"Beltagy","journal-title":"Longformer: The long-document transformer"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/SLT61566.2024.10832332"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i3.32264"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1207\/s15516709cog1402_1"},{"key":"ref6","article-title":"Computer-aided design as language","volume":"34","author":"Ganin","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3658236"},{"key":"ref8","author":"Gu","year":"2023","journal-title":"Mamba: Linear-time sequence modeling with selective state spaces"},{"key":"ref9","author":"Gupta","year":"2023","journal-title":"3dgen: Triplane latent diffusion for textured mesh generation"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/S1573-4412(05)80019-4"},{"key":"ref11","first-page":"6840","article-title":"Denoising diffusion probabilistic models","volume":"33","author":"Ho","year":"2020","journal-title":"Advances in neural information processing systems"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"issue":"2","key":"ref13","article-title":"Lora: Low-rank adaptation of large language models","volume":"1","author":"Edward","year":"2022","journal-title":"ICLR"},{"key":"ref14","author":"Kitaev","journal-title":"Reformer: The efficient transformer"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00983"},{"key":"ref16","author":"Li","year":"2024","journal-title":"Spmamba: State-space model is all you need in speech separation"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73347-5_14"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52729.2023.01216"},{"key":"ref19","author":"Liu","year":"2024","journal-title":"Point mamba: A novel point cloud backbone based on state space model with octree-based ordering strategy"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2025.3610435"},{"key":"ref21","first-page":"103031","article-title":"Vmamba: Visual state space model","volume":"37","author":"Liu","year":"2025","journal-title":"Advances in neural information processing systems"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"key":"ref23","author":"Liu","year":"2023","journal-title":"Meshdiffusion: Score-based generative 3d mesh modeling"},{"key":"ref24","volume":"5","author":"Loshchilov","year":"2017","journal-title":"Fixing weight decay regularization in adam"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00286"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00034"},{"key":"ref27","author":"Lyu","year":"2024","journal-title":"Getmesh: A controllable model for high-quality mesh generation and manipulation"},{"key":"ref28","author":"Ma","year":"2023","journal-title":"Learning signed distance functions from noisy 3d point clouds via noise to noise mapping"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr46437.2021.00352"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.52202\/075280-2973"},{"key":"ref31","volume-title":"Onshape featurescript","year":"2019"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.3847\/1538-4357\/abf148"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01168"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00203"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.52202\/068431-0728"},{"key":"ref36","article-title":"Neural discrete representation learning","author":"Van","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref37","article-title":"Attention is all you need","author":"Vaswani","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref38","author":"Wang","journal-title":"Linformer: Self-attention with linear complexity"},{"key":"ref39","author":"Wang","year":"2024","journal-title":"Pointramba: A hybrid transformer-mamba framework for point cloud analysis"},{"key":"ref40","article-title":"Tfgridnet: Making time-frequency domain models great again for monaural speaker separation","volume-title":"ICASSP 2023\u20132023 IEEE international conference on acoustics","author":"Wang","year":"2023"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3450626.3459818"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00670"},{"key":"ref43","author":"Xu","year":"2024","journal-title":"Instantmesh: Efficient 3d mesh generation from a single image with sparse-view large reconstruction models"},{"key":"ref44","author":"Xu","year":"2024","journal-title":"Cad-mllm: Unifying multimodalityconditioned cad generation with mllm"},{"key":"ref45","author":"Xu","year":"2022","journal-title":"Skexgen: Autoregressive generation of cad construction sequences with disentangled codebooks"},{"key":"ref46","author":"Xu","year":"2023","journal-title":"Hierarchical neural coding for controllable cad model generation"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/3658129"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/3592442"},{"key":"ref49","author":"Zhang","year":"2024","journal-title":"Flexcad: Unified and versatile controllable cad generation with fine-tuned large language models"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00577"}],"event":{"name":"2025 IEEE\/CVF International Conference on Computer Vision (ICCV)","location":"Honolulu, HI, USA","start":{"date-parts":[[2025,10,19]]},"end":{"date-parts":[[2025,10,25]]}},"container-title":["2025 IEEE\/CVF International Conference on Computer Vision (ICCV)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11443115\/11443287\/11444128.pdf?arnumber=11444128","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T04:59:57Z","timestamp":1777611597000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11444128\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,19]]},"references-count":50,"URL":"https:\/\/doi.org\/10.1109\/iccv51701.2025.00979","relation":{},"subject":[],"published":{"date-parts":[[2025,10,19]]}}}