{"id":44484527,"url":"https://github.com/ai4co/unsupervised-co-ucom2","last_synced_at":"2026-02-13T01:47:44.089Z","repository":{"id":238976776,"uuid":"749020839","full_name":"ai4co/unsupervised-CO-ucom2","owner":"ai4co","description":"[ICML'24] Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and 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returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["coloring","combinatorial-optimization","facility-location","icml","maximum-coverage","neural-combinatorial-optimization"],"created_at":"2026-02-13T01:47:43.450Z","updated_at":"2026-02-13T01:47:44.081Z","avatar_url":"https://github.com/ai4co.png","language":"Python","readme":"# Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization\n\nSource code for the ICML'24 paper **Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More**, where we study and propose \u003cstrong\u003e\u003cspan style=\"font-variant: small-caps;\"\u003eUCom2\u003c/span\u003e\u003c/strong\u003e (\u003cins\u003e\u003cstrong\u003eU\u003c/strong\u003e\u003c/ins\u003ensupervised \u003cins\u003e\u003cstrong\u003eCom\u003c/strong\u003e\u003c/ins\u003ebinatorial Optimization \u003cins\u003e\u003cstrong\u003eU\u003c/strong\u003e\u003c/ins\u003ender \u003cins\u003e\u003cstrong\u003eCom\u003c/strong\u003e\u003c/ins\u003emonly-involved Conditions).\n\nPaper link: https://arxiv.org/abs/2405.08424\n\n![Main results](pics/ucom2_res_summary.jpg)\n\nThe \"facility_location_and_max_cover\" folder contains the code for the experiments on facility location and maximum coverage.\n\nThe \"robust_coloring\" folder contains the code for the experiments on robust coloring.\n\nPlease check the README file in each folder for the guidance for the experiments on each problem.\n\n### Citation\n\n    @inproceedings{bu2024ucom2,\n        title={Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More},\n        author={Bu, Fanchen and Jo, Hyeonsoo and Lee, Soo Yong and Ahn, Sungsoo and Shin, Kijung},\n        booktitle={ICML},\n        year={2024}\n    }\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fai4co%2Funsupervised-co-ucom2","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fai4co%2Funsupervised-co-ucom2","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fai4co%2Funsupervised-co-ucom2/lists"}