{"id":20,"date":"2021-07-19T11:58:34","date_gmt":"2021-07-19T15:58:34","guid":{"rendered":"https:\/\/sites.nd.edu\/justus-hibshman\/?page_id=20"},"modified":"2024-04-23T10:49:51","modified_gmt":"2024-04-23T14:49:51","slug":"publications","status":"publish","type":"page","link":"https:\/\/sites.nd.edu\/justus-hibshman\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/sites.nd.edu\/justus-hibshman\" data-type=\"link\" data-id=\"https:\/\/sites.nd.edu\/justus-hibshman\">&lt;&#8220;home&#8221; page&gt;<\/a><br>(Page last updated Apr. 23rd, 2024)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>First Author Publications:<\/strong><br><br>Inherent Limits on Topology-Based Link Prediction (<a href=\"https:\/\/openreview.net\/pdf?id=izL3B8dPx1\">Link<\/a>)<br>Justus I. Hibshman, Tim Weninger<br>2023 &#8211; Transactions on Machine Learning Research<br><br>Joint Subgraph-to-Subgraph Transitions: Generalizing Triadic Closure for Powerful and Interpretable Graph Modeling (<a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3437963.3441817?cid=99659685817\" data-type=\"URL\" data-id=\"https:\/\/dl.acm.org\/doi\/10.1145\/3437963.3441817?cid=99659685817\">Link<\/a>)<br>Justus I. Hibshman, Daniel Gonzalez, Satyaki Sikdar, Tim Weninger<br>2021 &#8211; Proceedings of the 14th ACM International Conference on Web Search and Data Mining, 815-823<br><br>Towards Interpretable Graph Modeling with Vertex Replacement Grammars (<a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/9006204\">Link<\/a>)<br>Justus I. Hibshman, Satyaki Sikdar, Tim Weninger<br>2019 &#8211; IEEE International Conference on Big Data (Big Data), 770-779<br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Other Publications:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Modeling Graphs with Vertex Replacement Grammars (<a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/8970955\" data-type=\"URL\" data-id=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/8970955\">Link<\/a>)<br>Satyaki Sikdar, Justus I. Hibshman, Tim Weninger<br>2019 &#8211; IEEE International Conference on Data Mining (ICDM), 558-567<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Currently Unpublished Works:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">SCHENO: Measuring Schema vs. Noise in Graphs (<a href=\"https:\/\/arxiv.org\/abs\/2404.13489\">arXiv<\/a>)<br>Justus I. Hibshman, Adnan Hoq, Tim Weninger<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ratio of Symmetries Between any two <em>n<\/em>-Node Graphs (<a href=\"https:\/\/arxiv.org\/abs\/2205.05726\" data-type=\"URL\" data-id=\"https:\/\/arxiv.org\/abs\/2205.05726\">arXiv<\/a>)<br>Justus I. Hibshman<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Higher Order Imprecise Probabilities and Statistical Testing (<a href=\"https:\/\/arxiv.org\/abs\/2107.04542\" data-type=\"URL\" data-id=\"https:\/\/arxiv.org\/abs\/2107.04542\">arXiv<\/a>)<br>Justus I. Hibshman, Tim Weninger<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&lt;&#8220;home&#8221; page&gt;(Page last updated Apr. 23rd, 2024) First Author Publications: Inherent Limits on Topology-Based Link Prediction (Link)Justus I. Hibshman, Tim Weninger2023 &#8211; Transactions on Machine Learning Research Joint Subgraph-to-Subgraph Transitions: Generalizing Triadic Closure for Powerful and Interpretable Graph Modeling (Link)Justus I. Hibshman, Daniel Gonzalez, Satyaki Sikdar, Tim Weninger2021 &#8211; Proceedings of the 14th ACM International [&hellip;]<\/p>\n","protected":false},"author":3639,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-20","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sites.nd.edu\/justus-hibshman\/wp-json\/wp\/v2\/pages\/20","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.nd.edu\/justus-hibshman\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.nd.edu\/justus-hibshman\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.nd.edu\/justus-hibshman\/wp-json\/wp\/v2\/users\/3639"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.nd.edu\/justus-hibshman\/wp-json\/wp\/v2\/comments?post=20"}],"version-history":[{"count":13,"href":"https:\/\/sites.nd.edu\/justus-hibshman\/wp-json\/wp\/v2\/pages\/20\/revisions"}],"predecessor-version":[{"id":66,"href":"https:\/\/sites.nd.edu\/justus-hibshman\/wp-json\/wp\/v2\/pages\/20\/revisions\/66"}],"wp:attachment":[{"href":"https:\/\/sites.nd.edu\/justus-hibshman\/wp-json\/wp\/v2\/media?parent=20"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}