{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,12]],"date-time":"2026-05-12T17:15:30Z","timestamp":1778606130395,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":49,"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"}],"funder":[{"DOI":"10.13039\/100000001","name":"NSF (National Science Foundation)","doi-asserted-by":"publisher","award":["CNS-1931042, IIS-2008155, IIS-1909879 and CNS-1757787"],"award-info":[{"award-number":["CNS-1931042, IIS-2008155, IIS-1909879 and CNS-1757787"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,10,26]]},"DOI":"10.1145\/3459637.3482325","type":"proceedings-article","created":{"date-parts":[[2021,11,15]],"date-time":"2021-11-15T15:31:13Z","timestamp":1636990273000},"page":"130-139","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":9,"title":["Certification and Trade-off of Multiple Fairness Criteria in Graph-based Spam Detection"],"prefix":"10.1145","author":[{"given":"Kai","family":"Burkholder","sequence":"first","affiliation":[{"name":"University of San Francisco, San Francisco, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kenny","family":"Kwock","sequence":"additional","affiliation":[{"name":"Lehigh University, Bethlehem, PA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuesheng","family":"Xu","sequence":"additional","affiliation":[{"name":"New York University, New York, NY, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiaxin","family":"Liu","sequence":"additional","affiliation":[{"name":"Lehigh University, Bethlehem, PA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chao","family":"Chen","sequence":"additional","affiliation":[{"name":"Lehigh University, Bethlehem, PA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sihong","family":"Xie","sequence":"additional","affiliation":[{"name":"Lehigh University, Bethlehem, PA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,10,30]]},"reference":[{"key":"e_1_3_2_2_1_1","volume-title":"Towards a Unified Framework for Fair and Stable Graph Representation Learning","author":"Agarwal Chirag","year":"2021"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4939-1037-3","volume-title":"Implicit Functions and Solution Mappings: A View from Variational Analysis","author":"Dontchev Asen L.","year":"2014"},{"key":"e_1_3_2_2_3_1","volume-title":"A convex framework for fair regression. ArXiv, abs\/1706.02409","author":"Berk R","year":"2017"},{"key":"e_1_3_2_2_4_1","volume-title":"KDD '19","author":"Beutel Alex"},{"key":"e_1_3_2_2_5_1","volume-title":"ICML","author":"Bose Avishek Joey","year":"2019"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102363"},{"key":"e_1_3_2_2_7_1","volume-title":"Debayes: a bayesian method for debiasing network embeddings. ArXiv, abs\/2002.11442","author":"Buyl Maarten","year":"2020"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-010-0190-x"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3437963.3441752"},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3278721.3278733"},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783311"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1080\/10556788.2018.1510928"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1007\/s001860000043"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1287\/isre.1080.0193"},{"key":"e_1_3_2_2_15_1","volume-title":"The (im)possibility of fairness. Communications of the ACM","author":"Friedler Sorelle A.","year":"2016"},{"key":"e_1_3_2_2_16_1","volume-title":"Advances in Neural Information Processing Systems","volume":"29","author":"Goh Gabriel","year":"2016"},{"key":"e_1_3_2_2_17_1","first-page":"3315","volume-title":"Advances in neural information processing systems","author":"Hardt M.","year":"2016"},{"key":"e_1_3_2_2_18_1","first-page":"3323","volume-title":"Nathan Srebro. Equality of Opportunity in Supervised Learning. NIPS'16","author":"Hardt Moritz","year":"2016"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939747"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3358034"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3159652.3159726"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.5555\/3120007.3120011"},{"key":"e_1_3_2_2_24_1","volume-title":"ICML","author":"Kim J.","year":"2020"},{"key":"e_1_3_2_2_25_1","volume-title":"ICLR","author":"Thomas","year":"2017"},{"key":"e_1_3_2_2_26_1","volume-title":"Inherent trade-offs in the fair determination of risk scores. ArXiv, abs\/1609.05807","author":"Kleinberg J.","year":"2017"},{"key":"e_1_3_2_2_27_1","volume-title":"WSDM","author":"Kumar S.","year":"2018"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401253"},{"key":"e_1_3_2_2_29_1","series-title":"Proceedings of Machine Learning Research","first-page":"6360","volume-title":"Proceedings of the 37th International Conference on Machine Learning","author":"Lohaus Michael","year":"2020"},{"key":"e_1_3_2_2_30_1","volume-title":"HBS Working Paper","author":"Luca M.","year":"2016"},{"key":"e_1_3_2_2_31_1","volume-title":"Proceedings of the 35th International Conference on Machine Learning","author":"Madras David","year":"2018"},{"key":"e_1_3_2_2_32_1","first-page":"6597","volume-title":"Proceedings of the 37th International Conference on Machine Learning","author":"Mahapatra Debabrata","year":"2020"},{"key":"e_1_3_2_2_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/2487575.2487580"},{"key":"e_1_3_2_2_34_1","volume-title":"ICWSM","author":"Mukherjee A.","year":"2013"},{"key":"e_1_3_2_2_35_1","volume-title":"CCS","author":"Rahman M.","year":"2019"},{"key":"e_1_3_2_2_36_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/456"},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783370"},{"key":"e_1_3_2_2_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220088"},{"key":"e_1_3_2_2_39_1","volume-title":"Accuracy and Fairness Trade-offs in Machine Learning: A Stochastic Multi-Objective Approach. Technical report","author":"Suyun Iu","year":"2020"},{"key":"e_1_3_2_2_40_1","volume-title":"Amazon Is Filled With Sketchy Reviews. Here's How to Spot Them","author":"Swearingen J.","year":"2017"},{"key":"e_1_3_2_2_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/3471158.3472260"},{"key":"e_1_3_2_2_42_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P17-1034"},{"key":"e_1_3_2_2_43_1","volume-title":"CoLT","author":"Woodworth Blake","year":"2017"},{"key":"e_1_3_2_2_44_1","first-page":"6861","volume-title":"Kilian Weinberger. Simplifying Graph Convolutional Networks. In Proceedings of the 36th International Conference on Machine Learning","volume":"97","author":"Wu Felix","year":"2019"},{"key":"e_1_3_2_2_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313723"},{"key":"e_1_3_2_2_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339662"},{"key":"e_1_3_2_2_47_1","volume-title":"KDD","author":"Yingtong Dou","year":"2020"},{"key":"e_1_3_2_2_48_1","volume-title":"WWW","author":"Zafar Muhammad Bilal","year":"2017"},{"key":"e_1_3_2_2_49_1","volume-title":"Journal of Machine Learning Research","author":"Zafar Muhammad Bilal","year":"2019"},{"key":"e_1_3_2_2_50_1","volume-title":"ECAI","author":"Zhang Yue","year":"2020"}],"event":{"name":"CIKM '21: The 30th ACM International Conference on Information and Knowledge Management","location":"Virtual Event Queensland Australia","acronym":"CIKM '21","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 30th ACM International Conference on Information & Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3459637.3482325","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3459637.3482325","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3459637.3482325","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:12:13Z","timestamp":1750191133000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3459637.3482325"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,10,26]]},"references-count":49,"alternative-id":["10.1145\/3459637.3482325","10.1145\/3459637"],"URL":"https:\/\/doi.org\/10.1145\/3459637.3482325","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"}}]}}