{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T05:07:00Z","timestamp":1755839220221,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":58,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,10,26]],"date-time":"2021-10-26T00:00:00Z","timestamp":1635206400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,10,26]]},"DOI":"10.1145\/3459637.3482223","type":"proceedings-article","created":{"date-parts":[[2021,10,30]],"date-time":"2021-10-30T18:33:11Z","timestamp":1635618791000},"page":"372-381","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["A Deep Learning Framework for Self-evolving Hierarchical Community Detection"],"prefix":"10.1145","author":[{"given":"Daizong","family":"Ding","sequence":"first","affiliation":[{"name":"Fudan University, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mi","family":"Zhang","sequence":"additional","affiliation":[{"name":"Fudan University, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hanrui","family":"Wang","sequence":"additional","affiliation":[{"name":"Fudan University, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xudong","family":"Pan","sequence":"additional","affiliation":[{"name":"Fudan University, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Min","family":"Yang","sequence":"additional","affiliation":[{"name":"Fudan University, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiangnan","family":"He","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China, Hefei, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,10,30]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.5555\/1390681.1442798"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.5555\/2986459.2986566"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1088\/1742-5468\/2008\/10\/P10008"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.5555\/2999611.2999790"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-40994-3_29"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132925"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.5555\/1768341.1768343"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1967.1053964"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1007\/11841036_25"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.5555\/3304889.3304948"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1088\/1367-2630\/9\/6\/180"},{"key":"e_1_3_2_1_12_1","unstructured":"Santo Fortunato. [n.d.]. Community detection in graphs. Physics reports ([n. d.]).  Santo Fortunato. [n.d.]. Community detection in graphs. Physics reports ([n. d.])."},{"volume-title":"Community detection with the label propagation algorithm: a survey. Physica A: Statistical Mechanics and its Applications","year":"2019","author":"Garza Sara E","key":"e_1_3_2_1_13_1"},{"key":"e_1_3_2_1_14_1","unstructured":"Michelle Girvan and Mark EJ Newman. [n.d.]. Community structure in social and biological networks. PNAS ([n. d.]).  Michelle Girvan and Mark EJ Newman. [n.d.]. Community structure in social and biological networks. PNAS ([n. d.])."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.5555\/3172077.3172138"},{"volume-title":"Improving PageRank for local community detection. arXiv preprint arXiv:1610.08722","year":"2016","author":"Hollocou Alexandre","key":"e_1_3_2_1_16_1"},{"volume-title":"Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980","year":"2014","author":"Kingma Diederik P","key":"e_1_3_2_1_17_1"},{"volume-title":"Semi-supervised classification with graph convolutional networks. arXiv preprint arXiv:1609.02907","year":"2016","author":"Kipf Thomas N","key":"e_1_3_2_1_18_1"},{"key":"e_1_3_2_1_19_1","unstructured":"Tianxi Li Lihua Lei Sharmodeep Bhattacharyya Koen Van den Berge Purnamrita Sarkar Peter J Bicke and Elizaveta Levina. [n.d.]. Hierarchical community detection by recursive partitioning. J. Amer. Statist. Assoc. ([n. d.]).  Tianxi Li Lihua Lei Sharmodeep Bhattacharyya Koen Van den Berge Purnamrita Sarkar Peter J Bicke and Elizaveta Levina. [n.d.]. Hierarchical community detection by recursive partitioning. J. Amer. Statist. Assoc. ([n. d.])."},{"volume-title":"Yu","year":"2020","author":"Liu Fanzhen","key":"e_1_3_2_1_20_1"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2016.2634322"},{"key":"e_1_3_2_1_22_1","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"van der Maaten Laurens","year":"2008","journal-title":"Journal of machine learning research"},{"key":"e_1_3_2_1_23_1","unstructured":"Fragkiskos D Malliaros and Michalis Vazirgiannis. [n.d.]. Clustering and community detection in directed networks: A survey. Physics reports ([n. d.]).  Fragkiskos D Malliaros and Michalis Vazirgiannis. [n.d.]. Clustering and community detection in directed networks: A survey. Physics reports ([n. d.])."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330997"},{"volume-title":"Finding and evaluating community structure in networks. Physical review E","year":"2004","author":"Newman Mark EJ","key":"e_1_3_2_1_25_1"},{"volume-title":"Mixture models and exploratory analysis in networks. PNAS","year":"2007","author":"Newman Mark EJ","key":"e_1_3_2_1_26_1"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.5555\/2980539.2980649"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.5555\/3295222.3295381"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature03607"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/3172867"},{"volume-title":"Linear-time Hierarchical Community Detection. arXiv preprint arXiv:1906.06432","year":"2019","author":"Rossi Ryan A","key":"e_1_3_2_1_31_1"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/3341161.3342890"},{"volume-title":"Proximal policy optimization algorithms. arXiv preprint","year":"2017","author":"Schulman John","key":"e_1_3_2_1_33_1"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/34.868688"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"crossref","unstructured":"David Silver Aja Huang Chris J Maddison etal 2016. Mastering the game of Go with deep neural networks and tree search. nature Vol. 529 7587 (2016) 484.  David Silver Aja Huang Chris J Maddison et al. 2016. Mastering the game of Go with deep neural networks and tree search. nature Vol. 529 7587 (2016) 484.","DOI":"10.1038\/nature16961"},{"key":"e_1_3_2_1_36_1","volume-title":"Science","volume":"362","author":"Silver David","year":"2018"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1007\/11611257_51"},{"volume-title":"Embedding-based Silhouette Community Detection. arXiv preprint arXiv:1908.02556","year":"2019","author":"Kralj Jan","key":"e_1_3_2_1_38_1"},{"volume-title":"Estimation and prediction for stochastic blockmodels for graphs with latent block structure. Journal of classification","year":"1997","author":"Snijders Tom AB","key":"e_1_3_2_1_39_1"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.5555\/3454287.3454334"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741093"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-010-0210-x"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1080\/01972240590925348"},{"volume-title":"Graph attention networks. arXiv preprint arXiv:1710.10903","year":"2017","author":"Petar Velivc","key":"e_1_3_2_1_44_1"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313417"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.5555\/3298239.3298270"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331267"},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401137"},{"volume-title":"Liking and hyperlinking: Community detection in online child sexual exploitation networks. Social science research","year":"2016","author":"Westlake Bryce G","key":"e_1_3_2_1_49_1"},{"key":"e_1_3_2_1_50_1","unstructured":"Jierui Xie Stephen Kelley and Boleslaw K Szymanski. 2013. Overlapping community detection in networks: The state-of-the-art and comparative study. (2013).  Jierui Xie Stephen Kelley and Boleslaw K Szymanski. 2013. Overlapping community detection in networks: The state-of-the-art and comparative study. (2013)."},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2011.154"},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.1007\/s40745-015-0040-1"},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2012.139"},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219890"},{"key":"e_1_3_2_1_55_1","doi-asserted-by":"publisher","DOI":"10.5555\/3327345.3327389"},{"key":"e_1_3_2_1_56_1","doi-asserted-by":"publisher","DOI":"10.1086\/jar.33.4.3629752"},{"volume-title":"Identification of overlapping community structure in complex networks using fuzzy c-means clustering. Physica A: Statistical Mechanics and its Applications","year":"2007","author":"Zhang Shihua","key":"e_1_3_2_1_57_1"},{"key":"e_1_3_2_1_58_1","unstructured":"Xiaojin Zhu and Zoubin Ghahramani. 2002. Learning from labeled and unlabeled data with label propagation. (2002).  Xiaojin Zhu and Zoubin Ghahramani. 2002. Learning from labeled and unlabeled data with label propagation. (2002)."}],"event":{"name":"CIKM '21: The 30th ACM International Conference on Information and Knowledge Management","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"],"location":"Virtual Event Queensland Australia","acronym":"CIKM '21"},"container-title":["Proceedings of the 30th ACM International Conference on Information &amp; Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3459637.3482223","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3459637.3482223","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:12:12Z","timestamp":1750191132000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3459637.3482223"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,10,26]]},"references-count":58,"alternative-id":["10.1145\/3459637.3482223","10.1145\/3459637"],"URL":"https:\/\/doi.org\/10.1145\/3459637.3482223","relation":{},"subject":[],"published":{"date-parts":[[2021,10,26]]},"assertion":[{"value":"2021-10-30","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}