{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T20:24:34Z","timestamp":1730319874602,"version":"3.28.0"},"publisher-location":"New York, NY, USA","reference-count":35,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,7,19]],"date-time":"2019-07-19T00:00:00Z","timestamp":1563494400000},"content-version":"vor","delay-in-days":365,"URL":"http:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["IIS-1718310, MRI-1626236"],"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":[[2018,7,19]]},"DOI":"10.1145\/3219819.3219980","type":"proceedings-article","created":{"date-parts":[[2018,7,19]],"date-time":"2018-07-19T13:05:12Z","timestamp":1532005512000},"page":"1666-1674","update-policy":"http:\/\/dx.doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":152,"title":["Graph Classification using Structural Attention"],"prefix":"10.1145","author":[{"given":"John Boaz","family":"Lee","sequence":"first","affiliation":[{"name":"Worcester Polytechnic Institution, Worcester, MA, USA"}]},{"given":"Ryan","family":"Rossi","sequence":"additional","affiliation":[{"name":"Adobe Research, San Jose, CA, USA"}]},{"given":"Xiangnan","family":"Kong","sequence":"additional","affiliation":[{"name":"Worcester Polytechnic Institute, Worcester, MA, USA"}]}],"member":"320","published-online":{"date-parts":[[2018,7,19]]},"reference":[{"volume-title":"Xiangnan Kong, Theodore L. Willke, and Hoda Eldardiry.","year":"2018","author":"Ahmed Nesreen K.","key":"e_1_3_2_2_1_1"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/1935826.1935914"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098056"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2005.132"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bti1007"},{"volume-title":"Polonium: Tera-Scale Graph Mining for Malware Detection Proceedings of the Eleventh SIAM International Conference on Data Mining. 131--142","year":"2011","author":"Chau Duen Horng","key":"e_1_3_2_2_6_1"},{"key":"e_1_3_2_2_7_1","unstructured":"Kan Chen Jiang Wang Liang-Chieh Chen Haoyuan Gao Wei Xu and Ram Nevatia. 2015. ABC-CNN: An Attention Based Convolutional Neural Network for Visual Question Answering arXiv preprint arXiv:1511.05960v2. Kan Chen Jiang Wang Liang-Chieh Chen Haoyuan Gao Wei Xu and Ram Nevatia. 2015. ABC-CNN: An Attention Based Convolutional Neural Network for Visual Question Answering arXiv preprint arXiv:1511.05960v2."},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1002820"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098126"},{"key":"e_1_3_2_2_10_1","unstructured":"Gabriel Dulac-Arnold Richard Evans Hado van Hasselt Peter Sunehag Timothy Lillicrap Jonathan Hunt Timothy Mann Theophane Weber Thomas Degris and Ben Coppin. 2015. Deep reinforcement learning in large discrete action spaces arXiv preprint arXiv:1512.07679. Gabriel Dulac-Arnold Richard Evans Hado van Hasselt Peter Sunehag Timothy Lillicrap Jonathan Hunt Timothy Mann Theophane Weber Thomas Degris and Ben Coppin. 2015. Deep reinforcement learning in large discrete action spaces arXiv preprint arXiv:1512.07679."},{"volume-title":"Adams","year":"2015","author":"Duvenaud David K.","key":"e_1_3_2_2_11_1"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"crossref","unstructured":"Felix Gers Jurgen Schmidhuber and Fred Cummins. 1999. Learning to forget: continual prediction with LS\u2122 Proceedings of the Tenth International Conference on Artificial Neural Networks. 850--855. Felix Gers Jurgen Schmidhuber and Fred Cummins. 1999. Learning to forget: continual prediction with LS\u2122 Proceedings of the Tenth International Conference on Artificial Neural Networks. 850--855.","DOI":"10.1049\/cp:19991218"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/1653662.1653736"},{"volume-title":"Proceedings of the Third International Conference on Learning Representations.","author":"Diederik","key":"e_1_3_2_2_14_1"},{"volume-title":"Proceedings of the Twenty-Ninth Annual Conference on Neural Information Processing Systems. 2982--2990","year":"2016","author":"Kondor Risi","key":"e_1_3_2_2_15_1"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020511"},{"volume-title":"Manning","year":"2015","author":"Luong Thang","key":"e_1_3_2_2_17_1"},{"volume-title":"Proceedings of the Twenty-Seventh Annual Conference on Neural Information Processing Systems. 2204--2212","year":"2014","author":"Mnih Volodymyr","key":"e_1_3_2_2_18_1"},{"volume-title":"Proceedings of the Thirty-Third International Conference on Machine Learning. 2014--2023","year":"2016","author":"Niepert Mathias","key":"e_1_3_2_2_19_1"},{"volume-title":"Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence. 2429--2435","year":"2017","author":"Nikolentzos Giannis","key":"e_1_3_2_2_20_1"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"crossref","first-page":"940","DOI":"10.1109\/TCYB.2014.2341031","article-title":"Graph Ensemble Boosting for Imbalanced Noisy Graph Stream Classification","volume":"45","author":"Pan Shirui","year":"2015","journal-title":"IEEE Transactions on Cybernetics"},{"volume-title":"Condensed Memory Networks for Clinical Diagnostic Inferencing Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence. 3274--3280","year":"2017","author":"Prakash Aaditya","key":"e_1_3_2_2_22_1"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1021\/ci100050t"},{"volume-title":"Ahmed","year":"2017","author":"Rossi Ryan A.","key":"e_1_3_2_2_24_1"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.5555\/1953048.2078187"},{"volume-title":"Borgwardt","year":"2009","author":"Shervashidze Nino","key":"e_1_3_2_2_26_1"},{"volume-title":"Proceedings of the Twenty-Eight Annual Conference on Neural Information Processing Systems. 2440--2448","year":"2015","author":"Sukhbaatar Sainbayar","key":"e_1_3_2_2_27_1"},{"key":"e_1_3_2_2_28_1","unstructured":"Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio and Yoshua Bengio. 2017. Graph Attention Networks. In arXiv preprint arXiv:1710.10903v2. Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio and Yoshua Bengio. 2017. Graph Attention Networks. In arXiv preprint arXiv:1710.10903v2."},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1021\/ci00057a005"},{"volume-title":"Memory Networks. In Proceedings of the Second International Conference on Learning Representations.","year":"2014","author":"Weston Jason","key":"e_1_3_2_2_30_1"},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"crossref","unstructured":"Daan Wierstra Alexander Forster Jan Peters and Jurgen Schmidhuber. 2007. Solving deep memory POMDPs with recurrent policy gradients Proceedings of the Seventeenth International Conference on Artificial Neural Networks. 697--706. Daan Wierstra Alexander Forster Jan Peters and Jurgen Schmidhuber. 2007. Solving deep memory POMDPs with recurrent policy gradients Proceedings of the Seventeenth International Conference on Artificial Neural Networks. 697--706.","DOI":"10.1007\/978-3-540-74690-4_71"},{"key":"e_1_3_2_2_32_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF00992696"},{"volume-title":"Attend and Tell: Neural Image Caption Generation with Visual Attention Proceedings of the Thirty-Second International Conference on Machine Learning. 2048--2057","year":"2015","author":"Xu Kelvin","key":"e_1_3_2_2_33_1"},{"key":"e_1_3_2_2_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783417"},{"volume-title":"Ragin","year":"2016","author":"Zhang Jingyuan","key":"e_1_3_2_2_35_1"}],"event":{"name":"KDD '18: The 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"],"location":"London United Kingdom","acronym":"KDD '18"},"container-title":["Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3219819.3219980","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3219819.3219980","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,14]],"date-time":"2023-01-14T12:27:55Z","timestamp":1673699275000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3219819.3219980"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7,19]]},"references-count":35,"alternative-id":["10.1145\/3219819.3219980","10.1145\/3219819"],"URL":"http:\/\/dx.doi.org\/10.1145\/3219819.3219980","relation":{},"subject":[],"published":{"date-parts":[[2018,7,19]]},"assertion":[{"value":"2018-07-19","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}