{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,25]],"date-time":"2025-06-25T04:06:29Z","timestamp":1750824389634,"version":"3.41.0"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,5,5]],"date-time":"2025-05-05T00:00:00Z","timestamp":1746403200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,5,5]],"date-time":"2025-05-05T00:00:00Z","timestamp":1746403200000},"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":[[2025,5,5]]},"DOI":"10.1109\/cscwd64889.2025.11033472","type":"proceedings-article","created":{"date-parts":[[2025,6,23]],"date-time":"2025-06-23T17:24:40Z","timestamp":1750699480000},"page":"872-878","source":"Crossref","is-referenced-by-count":0,"title":["Symmetry-Regularized Transformer for Solving Traveling Salesman Problems"],"prefix":"10.1109","author":[{"given":"Shuyun","family":"Li","sequence":"first","affiliation":[{"name":"Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security,Jinan,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maoli","family":"Wang","sequence":"additional","affiliation":[{"name":"Qufu Normal University,College of Cyber Security,Jining,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zixin","family":"Liu","sequence":"additional","affiliation":[{"name":"Qufu Normal University,College of Cyber Security,Jining,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huan","family":"Ma","sequence":"additional","affiliation":[{"name":"Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security,Jinan,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhihui","family":"Wang","sequence":"additional","affiliation":[{"name":"Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security,Jinan,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xubing","family":"Dou","sequence":"additional","affiliation":[{"name":"Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security,Jinan,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xinchang","family":"Zhang","sequence":"additional","affiliation":[{"name":"Shandong Normal University,Jinan,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i7.25982"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2023.02.014"},{"key":"ref3","article-title":"Re-thinking attention with performers","author":"Choromanski","year":"2020","journal-title":"arXiv preprint"},{"key":"ref4","first-page":"1936","article-title":"Sym-nco: Leveraging symmetricity for neural combinatorial optimization","volume":"35","author":"Kim","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v023.i02"},{"key":"ref6","article-title":"An extension of the lin-kernighan-helsgaun tsp solver for constrained traveling salesman and vehicle routing problems","volume":"12","author":"Helsgaun","year":"2017","journal-title":"Roskilde: Roskilde University"},{"article-title":"Or-tools","year":"2019","author":"Perron","key":"ref7"},{"key":"ref8","article-title":"Attention, learn to solve routing problems!","author":"Kool","year":"2018","journal-title":"arXiv preprint"},{"key":"ref9","first-page":"21188","article-title":"Porno: Policy optimization with multiple optima for reinforcement learning","volume":"33","author":"Kwon","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i7.25982"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-024-05603-x"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2023.02.014"},{"key":"ref13","first-page":"7472","article-title":"Neurolkh: Combining deep learning model with lin-kernighan-helsgaun heuristic for solving the traveling salesman problem","volume":"34","author":"Xin","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref14","first-page":"1301","article-title":"Learning 3-opt heuristics for traveling salesman problem via deep reinforcement learning","volume-title":"Asian Conference on Machine Learning","author":"Sui"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVIDLICCEA56201.2022.9824787"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-023-09042-6"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i8.26120"},{"key":"ref18","article-title":"Symbolic discovery of optimization algorithms","volume":"36","author":"Chen","year":"2024","journal-title":"Advances in neural information processing systems"}],"event":{"name":"2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","start":{"date-parts":[[2025,5,5]]},"location":"Compiegne, France","end":{"date-parts":[[2025,5,7]]}},"container-title":["2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11033175\/11033221\/11033472.pdf?arnumber=11033472","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,24]],"date-time":"2025-06-24T07:03:42Z","timestamp":1750748622000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11033472\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,5]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/cscwd64889.2025.11033472","relation":{},"subject":[],"published":{"date-parts":[[2025,5,5]]}}}