{"id":"https://openalex.org/W7223666086","doi":"https://doi.org/10.1109/idap71869.2026.11728010","title":"Graph-JEPA: Self-Supervised Relational Inference on Heterogeneous Biomedical Graphs for Drug Repositioning","display_name":"Graph-JEPA: Self-Supervised Relational Inference on Heterogeneous Biomedical Graphs for Drug Repositioning","publication_year":2026,"publication_date":"2026-09-01","ids":{"openalex":"https://openalex.org/W7223666086","doi":"https://doi.org/10.1109/idap71869.2026.11728010"},"language":"en","primary_location":{"id":"doi:10.1109/idap71869.2026.11728010","doi":"https://doi.org/10.1109/idap71869.2026.11728010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idap71869.2026.11728010","pdf_url":null,"source":{"id":"https://openalex.org/S4306498172","display_name":"International Artificial Intelligence and Data Processing Symposium (IDAP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 10th International Artificial Intelligence and Data Processing Symposium (IDAP)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5115395796","display_name":"Melda Paksoy","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I95293974","display_name":"Abdullah G\u00fcl University","ror":"https://ror.org/00zdyy359","country_code":"TR","type":"education","lineage":["https://openalex.org/I95293974"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Melda Paksoy","raw_affiliation_strings":["Abdullah Gul University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Abdullah Gul University","institution_ids":["https://openalex.org/I95293974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068823848","display_name":"Gokhan Bakal","orcid":"https://orcid.org/0000-0003-2897-3894","observed_orcids":["https://orcid.org/0000-0003-2897-3894"]},"institutions":[{"id":"https://openalex.org/I95293974","display_name":"Abdullah G\u00fcl University","ror":"https://ror.org/00zdyy359","country_code":"TR","type":"education","lineage":["https://openalex.org/I95293974"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Gokhan Bakal","raw_affiliation_strings":["Abdullah Gul University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Abdullah Gul University","institution_ids":["https://openalex.org/I95293974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I95293974"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.91562686,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.7056000232696533,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.7056000232696533,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.2639000117778778,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.004399999976158142,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/drug-repurposing","display_name":"drug repurposing","score":0.8560000061988831},{"id":"https://openalex.org/keywords/self-supervised-learning","display_name":"self-supervised learning","score":0.8119999766349792},{"id":"https://openalex.org/keywords/relational-inference","display_name":"relational inference","score":0.9629999995231628},{"id":"https://openalex.org/keywords/heterogeneous-graphs","display_name":"heterogeneous graphs","score":0.9129999876022339},{"id":"https://openalex.org/keywords/graph-neural-networks","display_name":"graph neural networks","score":0.640999972820282},{"id":"https://openalex.org/keywords/knowledge-graphs","display_name":"knowledge graphs","score":0.3190000057220459}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6147000193595886},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5776000022888184},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5062000155448914},{"id":"https://openalex.org/C103637391","wikidata":"https://www.wikidata.org/wiki/Q5308921","display_name":"Drug repositioning","level":3,"score":0.48190000653266907},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.39320001006126404},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.27970001101493835},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27079999446868896},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.25540000200271606},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2533999979496002},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.24869999289512634}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/idap71869.2026.11728010","doi":"https://doi.org/10.1109/idap71869.2026.11728010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idap71869.2026.11728010","pdf_url":null,"source":{"id":"https://openalex.org/S4306498172","display_name":"International Artificial Intelligence and Data Processing Symposium (IDAP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 10th International Artificial Intelligence and Data Processing Symposium (IDAP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2612436700","https://openalex.org/W3134210100","https://openalex.org/W4221154868","https://openalex.org/W4318983406","https://openalex.org/W4319309380","https://openalex.org/W4367047461","https://openalex.org/W4386020026","https://openalex.org/W4386072326","https://openalex.org/W4386076428","https://openalex.org/W4390097263","https://openalex.org/W4400908981","https://openalex.org/W4403122920","https://openalex.org/W4407946320","https://openalex.org/W4416183542","https://openalex.org/W7155600425"],"related_works":["https://openalex.org/W6990639286","https://openalex.org/W7125519539","https://openalex.org/W6982074007","https://openalex.org/W4408645284","https://openalex.org/W3109223090","https://openalex.org/W6903957617","https://openalex.org/W4415202035","https://openalex.org/W2981879144","https://openalex.org/W3041444796","https://openalex.org/W3113654230"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2026-10-27T00:00:00"}
