{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,11]],"date-time":"2026-02-11T21:25:28Z","timestamp":1770845128625,"version":"3.50.1"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,10,5]],"date-time":"2025-10-05T00:00:00Z","timestamp":1759622400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,5]],"date-time":"2025-10-05T00:00:00Z","timestamp":1759622400000},"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":[[2025,10,5]]},"DOI":"10.1109\/smc58881.2025.11342912","type":"proceedings-article","created":{"date-parts":[[2026,1,28]],"date-time":"2026-01-28T20:54:44Z","timestamp":1769633684000},"page":"6905-6910","source":"Crossref","is-referenced-by-count":0,"title":["MMNet: A Multi-Scale Multimodal Model for End-to-End Grouping of Fragmented UI Elements"],"prefix":"10.1109","author":[{"given":"Liuzhou","family":"Zhang","sequence":"first","affiliation":[{"name":"Central China Normal University,School of Computer Science,Wuhan,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuanlei","family":"Wang","sequence":"additional","affiliation":[{"name":"Hunan University,College of Computer Science & Electronic Engineering,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuqi","family":"Zhao","sequence":"additional","affiliation":[{"name":"Central China Normal University,School of Computer Science,Wuhan,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuangshuang","family":"Tian","sequence":"additional","affiliation":[{"name":"Central China Normal University,School of Computer Science,Wuhan,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Intelligent code generation for design drafts","year":"2024"},{"key":"ref2","article-title":"Codefun platform","year":"2024"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1631\/FITEE.2200099"},{"key":"ref4","article-title":"ULDGNN: A fragmented UI layer detector based on graph neural networks","author":"Li","year":"2022","journal-title":"CoRR"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445186"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3597503.3623313"},{"key":"ref7","article-title":"An image is worth 16x16 words: Transformers for image recognition at scale","volume-title":"9th International Conference on Learning Representations, ICLR 2021, Virtual Event, Austria, May 3-7, 2021","author":"Dosovitskiy"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581158"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01354"},{"key":"ref10","article-title":"Retentive network: A successor to transformer for large language models","author":"Sun","year":"2023","journal-title":"CoRR"},{"key":"ref11","article-title":"Train short, test long: Attention with linear biases enables input length extrapolation","volume-title":"The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022","author":"Press"},{"key":"ref12","article-title":"Qwen2-vl: Enhancing vision-language model\u2019s perception of the world at any resolution","author":"Wang","year":"2024"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/n19\u20131423"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01261-8_1"},{"key":"ref15","article-title":"Searching for activation functions","author":"Ramachandran","year":"2017","journal-title":"CoRR"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref17","first-page":"6105","article-title":"Efficientnet: Rethinking model scaling for convolutional neural networks","volume-title":"Proceedings of Machine Learning Research","volume":"97","author":"Tan"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"}],"event":{"name":"2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","location":"Vienna, Austria","start":{"date-parts":[[2025,10,5]]},"end":{"date-parts":[[2025,10,8]]}},"container-title":["2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11342430\/11342431\/11342912.pdf?arnumber=11342912","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,11]],"date-time":"2026-02-11T20:50:00Z","timestamp":1770843000000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11342912\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,5]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/smc58881.2025.11342912","relation":{},"subject":[],"published":{"date-parts":[[2025,10,5]]}}}