{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,18]],"date-time":"2026-01-18T12:44:49Z","timestamp":1768740289770,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":45,"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"}],"funder":[{"name":"National Natural Science Foundation of China","award":["62171049"],"award-info":[{"award-number":["62171049"]}]},{"name":"National Key Research and Development Program of China","award":["2020YFB1807805"],"award-info":[{"award-number":["2020YFB1807805"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,10,17]]},"DOI":"10.1145\/3511808.3557430","type":"proceedings-article","created":{"date-parts":[[2022,10,16]],"date-time":"2022-10-16T01:22:22Z","timestamp":1665883342000},"page":"2138-2147","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":6,"title":["RelpNet"],"prefix":"10.1145","author":[{"given":"Ensen","family":"Wu","sequence":"first","affiliation":[{"name":"Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hongyan","family":"Cui","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zunming","family":"Chen","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2022,10,17]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Friends and neighbors on the web. Social networks","author":"Adamic Lada A","year":"2003","unstructured":"Lada A Adamic and Eytan Adar . 2003. Friends and neighbors on the web. Social networks , Vol. 25 , 3 ( 2003 ), 211--230. Lada A Adamic and Eytan Adar. 2003. Friends and neighbors on the web. Social networks, Vol. 25, 3 (2003), 211--230."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/1134271.1134277"},{"key":"e_1_3_2_1_3_1","volume-title":"Mixed membership stochastic blockmodels. Advances in neural information processing systems","author":"Airoldi Edo M","year":"2008","unstructured":"Edo M Airoldi , David Blei , Stephen Fienberg , and Eric Xing . 2008. Mixed membership stochastic blockmodels. Advances in neural information processing systems , Vol. 21 ( 2008 ). Edo M Airoldi, David Blei, Stephen Fienberg, and Eric Xing. 2008. Mixed membership stochastic blockmodels. Advances in neural information processing systems, Vol. 21 (2008)."},{"key":"e_1_3_2_1_4_1","volume-title":"Emergence of scaling in random networks. science","author":"Barab\u00e1si Albert-L\u00e1szl\u00f3","year":"1999","unstructured":"Albert-L\u00e1szl\u00f3 Barab\u00e1si and R\u00e9ka Albert . 1999. Emergence of scaling in random networks. science , Vol. 286 , 5439 ( 1999 ), 509--512. Albert-L\u00e1szl\u00f3 Barab\u00e1si and R\u00e9ka Albert. 1999. Emergence of scaling in random networks. science, Vol. 286, 5439 (1999), 509--512."},{"key":"e_1_3_2_1_5_1","volume-title":"Pattern recognition and machine learning","author":"Bishop Christopher M","unstructured":"Christopher M Bishop and Nasser M Nasrabadi . 2006. Pattern recognition and machine learning . Vol. 4 . Springer . Christopher M Bishop and Nasser M Nasrabadi. 2006. Pattern recognition and machine learning. Vol. 4. Springer."},{"key":"e_1_3_2_1_6_1","volume-title":"Supervised community detection with line graph neural networks. arXiv preprint arXiv:1705.08415","author":"Chen Zhengdao","year":"2017","unstructured":"Zhengdao Chen , Xiang Li , and Joan Bruna . 2017. Supervised community detection with line graph neural networks. arXiv preprint arXiv:1705.08415 ( 2017 ). Zhengdao Chen, Xiang Li, and Joan Bruna. 2017. Supervised community detection with line graph neural networks. arXiv preprint arXiv:1705.08415 (2017)."},{"key":"e_1_3_2_1_7_1","volume-title":"Introduction to modern information retrieval","author":"Chowdhury Gobinda G","unstructured":"Gobinda G Chowdhury . 2010. Introduction to modern information retrieval . Facet publishing. Gobinda G Chowdhury. 2010. Introduction to modern information retrieval. Facet publishing."},{"key":"e_1_3_2_1_8_1","volume-title":"Twenty-Fourth International Joint Conference on Artificial Intelligence.","author":"Gao Wei","year":"2015","unstructured":"Wei Gao and Zhi-Hua Zhou . 2015 . On the consistency of AUC pairwise optimization . In Twenty-Fourth International Joint Conference on Artificial Intelligence. Wei Gao and Zhi-Hua Zhou. 2015. On the consistency of AUC pairwise optimization. In Twenty-Fourth International Joint Conference on Artificial Intelligence."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"e_1_3_2_1_10_1","volume-title":"Self-similar community structure in a network of human interactions. Physical review E","author":"Guimera Roger","year":"2003","unstructured":"Roger Guimera , Leon Danon , Albert Diaz-Guilera , Francesc Giralt , and Alex Arenas . 2003. Self-similar community structure in a network of human interactions. Physical review E , Vol. 68 , 6 ( 2003 ), 065103. Roger Guimera, Leon Danon, Albert Diaz-Guilera, Francesc Giralt, and Alex Arenas. 2003. Self-similar community structure in a network of human interactions. Physical review E, Vol. 68, 6 (2003), 065103."},{"key":"e_1_3_2_1_11_1","volume-title":"Inductive representation learning on large graphs. Advances in neural information processing systems","author":"Hamilton Will","year":"2017","unstructured":"Will Hamilton , Zhitao Ying , and Jure Leskovec . 2017. Inductive representation learning on large graphs. Advances in neural information processing systems , Vol. 30 ( 2017 ). Will Hamilton, Zhitao Ying, and Jure Leskovec. 2017. Inductive representation learning on large graphs. Advances in neural information processing systems, Vol. 30 (2017)."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"crossref","unstructured":"F. Harary and R. Z. Norman. 1960. Some properties of line digraphs. Rendiconti del Circolo Matematico di Palermo Vol. 9 2 (1960) 161--168.  F. Harary and R. Z. Norman. 1960. Some properties of line digraphs. Rendiconti del Circolo Matematico di Palermo Vol. 9 2 (1960) 161--168.","DOI":"10.1007\/BF02854581"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/775047.775126"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02289026"},{"key":"e_1_3_2_1_15_1","volume-title":"Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980","author":"Kingma Diederik P","year":"2014","unstructured":"Diederik P Kingma and Jimmy Ba . 2014 . Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980 (2014). Diederik P Kingma and Jimmy Ba. 2014. Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980 (2014)."},{"key":"e_1_3_2_1_16_1","volume-title":"Variational graph auto-encoders. arXiv preprint arXiv:1611.07308","author":"Kipf Thomas N","year":"2016","unstructured":"Thomas N Kipf and Max Welling . 2016. Variational graph auto-encoders. arXiv preprint arXiv:1611.07308 ( 2016 ). Thomas N Kipf and Max Welling. 2016. Variational graph auto-encoders. arXiv preprint arXiv:1611.07308 (2016)."},{"key":"e_1_3_2_1_17_1","volume-title":"Semi-Supervised Classification with Graph Convolutional Networks. In 5th International Conference on Learning Representations, ICLR.","author":"Thomas","unstructured":"Thomas N. Kipf and Max Welling. 2017 . Semi-Supervised Classification with Graph Convolutional Networks. In 5th International Conference on Learning Representations, ICLR. Thomas N. Kipf and Max Welling. 2017. Semi-Supervised Classification with Graph Convolutional Networks. In 5th International Conference on Learning Representations, ICLR."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"crossref","unstructured":"A. Kumar S. S. Singh K. Singh and B. Biswas. 2020. Link prediction techniques applications and performance: A survey. Physica A: Statistical Mechanics and its Applications (2020) 124289.  A. Kumar S. S. Singh K. Singh and B. Biswas. 2020. Link prediction techniques applications and performance: A survey. Physica A: Statistical Mechanics and its Applications (2020) 124289.","DOI":"10.1016\/j.physa.2020.124289"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/321850.321853"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2019.112839"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.5555\/1241540.1241551"},{"key":"e_1_3_2_1_22_1","volume-title":"Link prediction in complex networks: A survey. Physica A: statistical mechanics and its applications","author":"L\u00fc Linyuan","year":"2011","unstructured":"Linyuan L\u00fc and Tao Zhou . 2011. Link prediction in complex networks: A survey. Physica A: statistical mechanics and its applications , Vol. 390 , 6 ( 2011 ), 1150--1170. Linyuan L\u00fc and Tao Zhou. 2011. Link prediction in complex networks: A survey. Physica A: statistical mechanics and its applications, Vol. 390, 6 (2011), 1150--1170."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"crossref","unstructured":"Aditya Krishna Menon and Charles Elkan. 2011. Link prediction via matrix factorization. In Joint european conference on machine learning and knowledge discovery in databases. 437--452.  Aditya Krishna Menon and Charles Elkan. 2011. Link prediction via matrix factorization. In Joint european conference on machine learning and knowledge discovery in databases. 437--452.","DOI":"10.1007\/978-3-642-23783-6_28"},{"key":"e_1_3_2_1_24_1","volume-title":"Distributed representations of words and phrases and their compositionality. Advances in neural information processing systems","author":"Mikolov Tomas","year":"2013","unstructured":"Tomas Mikolov , Ilya Sutskever , Kai Chen , Greg S Corrado , and Jeff Dean . 2013. Distributed representations of words and phrases and their compositionality. Advances in neural information processing systems , Vol. 26 ( 2013 ). Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean. 2013. Distributed representations of words and phrases and their compositionality. Advances in neural information processing systems, Vol. 26 (2013)."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2483592"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3159652.3159706"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/0020-0190(73)90029-X"},{"key":"e_1_3_2_1_29_1","volume-title":"Collective classification in network data. AI magazine","author":"Sen Prithviraj","year":"2008","unstructured":"Prithviraj Sen , Galileo Namata , Mustafa Bilgic , Lise Getoor , Brian Galligher , and Tina Eliassi-Rad . 2008. Collective classification in network data. AI magazine , Vol. 29 , 3 ( 2008 ), 93--93. Prithviraj Sen, Galileo Namata, Mustafa Bilgic, Lise Getoor, Brian Galligher, and Tina Eliassi-Rad. 2008. Collective classification in network data. AI magazine, Vol. 29, 3 (2008), 93--93."},{"key":"e_1_3_2_1_30_1","volume-title":"Manning","author":"Tai Kai Sheng","year":"2015","unstructured":"Kai Sheng Tai , Richard Socher , and Christopher D . Manning . 2015 . Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks. In ACL. 1556--1566. Kai Sheng Tai, Richard Socher, and Christopher D. Manning. 2015. Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks. In ACL. 1556--1566."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741093"},{"key":"e_1_3_2_1_32_1","unstructured":"Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Li\u00f2 and Yoshua Bengio. 2018. Graph Attention Networks. In ICLR.  Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Li\u00f2 and Yoshua Bengio. 2018. Graph Attention Networks. In ICLR."},{"key":"e_1_3_2_1_33_1","volume-title":"Nature","volume":"417","author":"Mering Christian Von","year":"2002","unstructured":"Christian Von Mering , Roland Krause , Berend Snel , Michael Cornell , Stephen G Oliver , Stanley Fields , and Peer Bork . 2002 . Comparative assessment of large-scale data sets of protein--protein interactions . Nature , Vol. 417 , 6887 (2002), 399--403. Christian Von Mering, Roland Krause, Berend Snel, Michael Cornell, Stephen G Oliver, Stanley Fields, and Peer Bork. 2002. Comparative assessment of large-scale data sets of protein--protein interactions. Nature, Vol. 417, 6887 (2002), 399--403."},{"key":"e_1_3_2_1_34_1","volume-title":"Dropout training as adaptive regularization. Advances in neural information processing systems","author":"Wager Stefan","year":"2013","unstructured":"Stefan Wager , Sida Wang , and Percy S Liang . 2013. Dropout training as adaptive regularization. Advances in neural information processing systems , Vol. 26 ( 2013 ). Stefan Wager, Sida Wang, and Percy S Liang. 2013. Dropout training as adaptive regularization. Advances in neural information processing systems, Vol. 26 (2013)."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/3391298"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330836"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080692"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3358093"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3015896"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.107431"},{"key":"e_1_3_2_1_41_1","volume-title":"Collective dynamics of small-world networks. nature","author":"Watts Duncan J","year":"1998","unstructured":"Duncan J Watts and Steven H Strogatz . 1998. Collective dynamics of small-world networks. nature , Vol. 393 , 6684 ( 1998 ), 440--442. Duncan J Watts and Steven H Strogatz. 1998. Collective dynamics of small-world networks. nature, Vol. 393, 6684 (1998), 440--442."},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2022.03.021"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3097996"},{"key":"e_1_3_2_1_44_1","volume-title":"Link prediction based on graph neural networks. Advances in neural information processing systems","author":"Zhang Muhan","year":"2018","unstructured":"Muhan Zhang and Yixin Chen . 2018. Link prediction based on graph neural networks. Advances in neural information processing systems , Vol. 31 ( 2018 ). Muhan Zhang and Yixin Chen. 2018. Link prediction based on graph neural networks. Advances in neural information processing systems, Vol. 31 (2018)."},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1140\/epjb\/e2009-00335-8"}],"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 & Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3511808.3557430","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3511808.3557430","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T17:48:55Z","timestamp":1750182535000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3511808.3557430"}},"subtitle":["Relation-based Link Prediction Neural Network"],"short-title":[],"issued":{"date-parts":[[2022,10,17]]},"references-count":45,"alternative-id":["10.1145\/3511808.3557430","10.1145\/3511808"],"URL":"https:\/\/doi.org\/10.1145\/3511808.3557430","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"}}]}}