{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,20]],"date-time":"2026-04-20T12:23:09Z","timestamp":1776687789694,"version":"3.51.2"},"publisher-location":"New York, NY, USA","reference-count":42,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,10,17]],"date-time":"2022-10-17T00:00:00Z","timestamp":1665964800000},"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":[[2022,10,17]]},"DOI":"10.1145\/3511808.3557572","type":"proceedings-article","created":{"date-parts":[[2022,10,16]],"date-time":"2022-10-16T01:22:22Z","timestamp":1665883342000},"page":"3828-3832","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":14,"title":["CS-MLGCN: Multiplex Graph Convolutional Networks for Community Search in Multiplex Networks"],"prefix":"10.1145","author":[{"given":"Ali","family":"Behrouz","sequence":"first","affiliation":[{"name":"University of British Columbia, Vancouver, BC, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Farnoosh","family":"Hashemi","sequence":"additional","affiliation":[{"name":"University of British Columbia, Vancouver, BC, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2022,10,17]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467154"},{"key":"e_1_3_2_1_2_1","first-page":"11","article-title":"Truss-Based Community Search","volume":"10","author":"Akbas Esra","year":"2017","unstructured":"Esra Akbas and Peixiang Zhao . 2017 . Truss-Based Community Search : A Truss-Equivalence Based Indexing Approach. Proc. VLDB Endow. , Vol. 10 , 11 (aug 2017), 1298--1309. https:\/\/doi.org\/10.14778\/3137628.3137640 10.14778\/3137628.3137640 Esra Akbas and Peixiang Zhao. 2017. Truss-Based Community Search: A Truss-Equivalence Based Indexing Approach. Proc. VLDB Endow., Vol. 10, 11 (aug 2017), 1298--1309. https:\/\/doi.org\/10.14778\/3137628.3137640","journal-title":"A Truss-Equivalence Based Indexing Approach. Proc. VLDB Endow."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.90.032816"},{"key":"e_1_3_2_1_4_1","volume-title":"3rd International Conference on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7--9, 2015, Conference Track Proceedings, Yoshua Bengio and Yann LeCun (Eds.). http:\/\/arxiv.org\/abs\/1409","author":"Bahdanau Dzmitry","year":"2015","unstructured":"Dzmitry Bahdanau , Kyunghyun Cho , and Yoshua Bengio . 2015 . Neural Machine Translation by Jointly Learning to Align and Translate . In 3rd International Conference on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7--9, 2015, Conference Track Proceedings, Yoshua Bengio and Yann LeCun (Eds.). http:\/\/arxiv.org\/abs\/1409 .0473 Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2015. Neural Machine Translation by Jointly Learning to Align and Translate. In 3rd International Conference on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7--9, 2015, Conference Track Proceedings, Yoshua Bengio and Yann LeCun (Eds.). http:\/\/arxiv.org\/abs\/1409.0473"},{"key":"e_1_3_2_1_5_1","volume-title":"Lakshmanan","author":"Behrouz Ali","year":"2022","unstructured":"Ali Behrouz , Farnoosh Hashemi , and Laks V. S . Lakshmanan . 2022 . FirmTruss Community Search in Multilayer Networks . https:\/\/doi.org\/10.48550\/ARXIV.2205.00742 10.48550\/ARXIV.2205.00742 Ali Behrouz, Farnoosh Hashemi, and Laks V. S. Lakshmanan. 2022. FirmTruss Community Search in Multilayer Networks. https:\/\/doi.org\/10.48550\/ARXIV.2205.00742"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0911855107"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/2463676.2463722"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.14778\/3476249.3476258"},{"key":"e_1_3_2_1_9_1","unstructured":"Yixiang Fang Xin Huang Lu Qin Ying Zhang Wenjie Zhang Reynold Cheng and Xuemin Lin. 2019a. A Survey of Community Search Over Big Graphs. https:\/\/doi.org\/10.48550\/ARXIV.1904.12539    10.48550\/ARXIV.1904.12539\nYixiang Fang Xin Huang Lu Qin Ying Zhang Wenjie Zhang Reynold Cheng and Xuemin Lin. 2019a. A Survey of Community Search Over Big Graphs. https:\/\/doi.org\/10.48550\/ARXIV.1904.12539"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2872982"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2019.00273"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.physrep.2009.11.002"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972825.15"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3369872"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.14778\/3447689.3447704"},{"key":"e_1_3_2_1_16_1","volume-title":"Multi-attributed Community Search in Road-social Networks. In 2021 IEEE 37th International Conference on Data Engineering (ICDE). 109--120","author":"Guo Fangda","year":"2021","unstructured":"Fangda Guo , Ye Yuan , Guoren Wang , Xiangguo Zhao , and Hao Sun . 2021 . Multi-attributed Community Search in Road-social Networks. In 2021 IEEE 37th International Conference on Data Engineering (ICDE). 109--120 . https:\/\/doi.org\/10.1109\/ICDE51399.2021.00017 10.1109\/ICDE51399.2021.00017 Fangda Guo, Ye Yuan, Guoren Wang, Xiangguo Zhao, and Hao Sun. 2021. Multi-attributed Community Search in Road-social Networks. In 2021 IEEE 37th International Conference on Data Engineering (ICDE). 109--120. https:\/\/doi.org\/10.1109\/ICDE51399.2021.00017"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/ASONAM.2018.8508575"},{"key":"e_1_3_2_1_18_1","volume-title":"Proceedings of the ACM Web Conference 2022 (Virtual Event","author":"Hashemi Farnoosh","unstructured":"Farnoosh Hashemi , Ali Behrouz , and Laks V.S. Lakshmanan . 2022. FirmCore Decomposition of Multilayer Networks . In Proceedings of the ACM Web Conference 2022 (Virtual Event , Lyon, France) (WWW '22). Association for Computing Machinery, New York, NY, USA, 1589--1600. https:\/\/doi.org\/10.1145\/3485447.3512205 10.1145\/3485447.3512205 Farnoosh Hashemi, Ali Behrouz, and Laks V.S. Lakshmanan. 2022. FirmCore Decomposition of Multilayer Networks. In Proceedings of the ACM Web Conference 2022 (Virtual Event, Lyon, France) (WWW '22). Association for Computing Machinery, New York, NY, USA, 1589--1600. https:\/\/doi.org\/10.1145\/3485447.3512205"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.14778\/3099622.3099626"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.14778\/2856318.2856323"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-017-0525-y"},{"key":"#cr-split#-e_1_3_2_1_22_1.1","unstructured":"Yuli Jiang Yu Rong Hong Cheng Xin Huang Kangfei Zhao and Junzhou Huang. 2021. Query Driven-Graph Neural Networks for Community Search: From Non-Attributed Attributed to Interactive Attributed. https:\/\/doi.org\/10.48550\/ARXIV.2104.03583 10.48550\/ARXIV.2104.03583"},{"key":"#cr-split#-e_1_3_2_1_22_1.2","doi-asserted-by":"crossref","unstructured":"Yuli Jiang Yu Rong Hong Cheng Xin Huang Kangfei Zhao and Junzhou Huang. 2021. Query Driven-Graph Neural Networks for Community Search: From Non-Attributed Attributed to Interactive Attributed. https:\/\/doi.org\/10.48550\/ARXIV.2104.03583","DOI":"10.14778\/3514061.3514070"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/2854006.2854013"},{"key":"e_1_3_2_1_24_1","volume-title":"Proceedings of the 5th International Conference on Learning Representations (Palais des Congr\u00e8s Neptune","author":"Thomas","unstructured":"Thomas N. Kipf and Max Welling. 2017. Semi-Supervised Classification with Graph Convolutional Networks . In Proceedings of the 5th International Conference on Learning Representations (Palais des Congr\u00e8s Neptune , Toulon, France) (ICLR '17). ICLR. https:\/\/openreview.net\/forum?id=SJU4ayYgl Thomas N. Kipf and Max Welling. 2017. Semi-Supervised Classification with Graph Convolutional Networks. In Proceedings of the 5th International Conference on Learning Representations (Palais des Congr\u00e8s Neptune, Toulon, France) (ICLR '17). ICLR. https:\/\/openreview.net\/forum?id=SJU4ayYgl"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1093\/comnet\/cnu016"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403383"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/1232722.1232727"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3183713.3183736"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2018.00077"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403069"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5985"},{"key":"e_1_3_2_1_32_1","volume-title":"Jessica A. Church, Alecia C. Vogel, Timothy O. Laumann, Fran M. Miezin, Bradley L. Schlaggar, and Steven E. Petersen.","author":"Power Jonathan D.","year":"2011","unstructured":"Jonathan D. Power , Alexander L. Cohen , Steven M. Nelson , Gagan S. Wig , Kelly Anne Barnes , Jessica A. Church, Alecia C. Vogel, Timothy O. Laumann, Fran M. Miezin, Bradley L. Schlaggar, and Steven E. Petersen. 2011 . Functional network organization of the human brain. Neuron , Vol. 72 , 4 (17 Nov 2011), 665--678. https:\/\/doi.org\/10.1016\/j.neuron.2011.09.006 S0896--6273(11)00792--6[PII]. 10.1016\/j.neuron.2011.09.006 Jonathan D. Power, Alexander L. Cohen, Steven M. Nelson, Gagan S. Wig, Kelly Anne Barnes, Jessica A. Church, Alecia C. Vogel, Timothy O. Laumann, Fran M. Miezin, Bradley L. Schlaggar, and Steven E. Petersen. 2011. Functional network organization of the human brain. Neuron, Vol. 72, 4 (17 Nov 2011), 665--678. https:\/\/doi.org\/10.1016\/j.neuron.2011.09.006 S0896--6273(11)00792--6[PII]."},{"key":"e_1_3_2_1_33_1","unstructured":"N. Roberts and S. Everton. 2011. The Noordin Top Terrorist Network Data. (2011). http:\/\/www.thearda.com\/Archive\/Files\/Descriptions\/  N. Roberts and S. Everton. 2011. The Noordin Top Terrorist Network Data. (2011). http:\/\/www.thearda.com\/Archive\/Files\/Descriptions\/"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835923"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835923"},{"key":"e_1_3_2_1_36_1","volume-title":"Dropout: a simple way to prevent neural networks from overfitting. The journal of machine learning research","author":"Srivastava Nitish","year":"2014","unstructured":"Nitish Srivastava , Geoffrey Hinton , Alex Krizhevsky , Ilya Sutskever , and Ruslan Salakhutdinov . 2014. Dropout: a simple way to prevent neural networks from overfitting. The journal of machine learning research , Vol. 15 , 1 ( 2014 ), 1929--1958. Nitish Srivastava, Geoffrey Hinton, Alex Krizhevsky, Ilya Sutskever, and Ruslan Salakhutdinov. 2014. Dropout: a simple way to prevent neural networks from overfitting. The journal of machine learning research, Vol. 15, 1 (2014), 1929--1958."},{"key":"e_1_3_2_1_37_1","volume-title":"Deep Partial Multiplex Network Embedding. arXiv preprint arXiv:2203.02656","author":"Wang Qifan","year":"2022","unstructured":"Qifan Wang , Yi Fang , Anirudh Ravula , Ruining He , Bin Shen , Jingang Wang , Xiaojun Quan , and Dongfang Liu . 2022. Deep Partial Multiplex Network Embedding. arXiv preprint arXiv:2203.02656 ( 2022 ). Qifan Wang, Yi Fang, Anirudh Ravula, Ruining He, Bin Shen, Jingang Wang, Xiaojun Quan, and Dongfang Liu. 2022. Deep Partial Multiplex Network Embedding. arXiv preprint arXiv:2203.02656 (2022)."},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2017.2783933"},{"key":"e_1_3_2_1_39_1","first-page":"3082","article-title":"Scalable multiplex network embedding","volume":"18","author":"Zhang Hongming","year":"2018","unstructured":"Hongming Zhang , Liwei Qiu , Lingling Yi , and Yangqiu Song . 2018 . Scalable multiplex network embedding . In IJCAI , Vol. 18. 3082 -- 3088 . Hongming Zhang, Liwei Qiu, Lingling Yi, and Yangqiu Song. 2018. Scalable multiplex network embedding. In IJCAI, Vol. 18. 3082--3088.","journal-title":"IJCAI"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.07.012"},{"key":"e_1_3_2_1_41_1","unstructured":"Qijun Zhu Haibo Hu Cheng Xu Jianliang Xu and Wang-Chien Lee. 2017. Geo-Social Group Queries with Minimum Acquaintance Constraint. arxiv: 1406.7367 [cs.DB]io  Qijun Zhu Haibo Hu Cheng Xu Jianliang Xu and Wang-Chien Lee. 2017. Geo-Social Group Queries with Minimum Acquaintance Constraint. arxiv: 1406.7367 [cs.DB]io"}],"event":{"name":"CIKM '22: The 31st ACM International Conference on Information and Knowledge Management","location":"Atlanta GA USA","acronym":"CIKM '22","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 31st ACM International Conference on Information &amp; Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3511808.3557572","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3511808.3557572","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T17:51:09Z","timestamp":1750182669000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3511808.3557572"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,17]]},"references-count":42,"alternative-id":["10.1145\/3511808.3557572","10.1145\/3511808"],"URL":"https:\/\/doi.org\/10.1145\/3511808.3557572","relation":{},"subject":[],"published":{"date-parts":[[2022,10,17]]},"assertion":[{"value":"2022-10-17","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}