{"id":"https://openalex.org/W7155513055","doi":"https://doi.org/10.1016/j.compbiolchem.2026.109096","title":"FG-PromptNet: Cross-modal prompt learning for explainable molecular property prediction","display_name":"FG-PromptNet: Cross-modal prompt learning for explainable molecular property prediction","publication_year":2026,"publication_date":"2026-04-24","ids":{"openalex":"https://openalex.org/W7155513055","doi":"https://doi.org/10.1016/j.compbiolchem.2026.109096","pmid":"https://pubmed.ncbi.nlm.nih.gov/42054841"},"language":"en","primary_location":{"id":"doi:10.1016/j.compbiolchem.2026.109096","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compbiolchem.2026.109096","pdf_url":null,"source":{"id":"https://openalex.org/S104924063","display_name":"Computational Biology and Chemistry","issn_l":"1476-9271","issn":["1476-9271","1476-928X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Biology and Chemistry","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5134466783","display_name":"Chao Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Sun","raw_affiliation_strings":["School of Data Science, Qingdao University of Science and Technology, Qingdao 266061, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Data Science, Qingdao University of Science and Technology, Qingdao 266061, China","institution_ids":["https://openalex.org/I143413998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123493025","display_name":"Xiaofeng Man","orcid":null},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Man","raw_affiliation_strings":["School of Data Science, Qingdao University of Science and Technology, Qingdao 266061, China"],"raw_orcid":"https://orcid.org/0009-0004-2146-5867","affiliations":[{"raw_affiliation_string":"School of Data Science, Qingdao University of Science and Technology, Qingdao 266061, China","institution_ids":["https://openalex.org/I143413998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134533021","display_name":"Na Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165547","display_name":"Dezhou University","ror":"https://ror.org/05mnjs436","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210165547"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Li","raw_affiliation_strings":["College of Mathematics and Big Data, Dezhou University, Dezhou 253023, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mathematics and Big Data, Dezhou University, Dezhou 253023, China","institution_ids":["https://openalex.org/I4210165547"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134468572","display_name":"Zihe Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zihe Liu","raw_affiliation_strings":["School of Data Science, Qingdao University of Science and Technology, Qingdao 266061, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Data Science, Qingdao University of Science and Technology, Qingdao 266061, China","institution_ids":["https://openalex.org/I143413998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134484245","display_name":"Zhuo Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhuo Chen","raw_affiliation_strings":["School of Data Science, Qingdao University of Science and Technology, Qingdao 266061, China. Electronic address: chenzhuo_qust@163.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Data Science, Qingdao University of Science and Technology, Qingdao 266061, China. Electronic address: chenzhuo_qust@163.com","institution_ids":["https://openalex.org/I143413998"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100646131","display_name":"Bin Yu","orcid":"https://orcid.org/0000-0002-2453-7852"},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bin Yu","raw_affiliation_strings":["School of Data Science, Qingdao University of Science and Technology, Qingdao 266061, China. Electronic address: yubin@qust.edu.cn"],"raw_orcid":"https://orcid.org/0000-0002-2453-7852","affiliations":[{"raw_affiliation_string":"School of Data Science, Qingdao University of Science and Technology, Qingdao 266061, China. Electronic address: yubin@qust.edu.cn","institution_ids":["https://openalex.org/I143413998"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100646131","https://openalex.org/A5134484245"],"corresponding_institution_ids":["https://openalex.org/I143413998"],"apc_list":{"value":2960,"currency":"USD","value_usd":2960},"apc_paid":null,"fwci":5.1191,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.95310948,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"124","issue":"Pt 1","first_page":"109096","last_page":"109096"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.2418999969959259,"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"}},"topics":[{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.2418999969959259,"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"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.15889999270439148,"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/T11948","display_name":"Machine Learning in Materials Science","score":0.13519999384880066,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.7824000120162964},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.2599000036716461},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.24860000610351562},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.23149999976158142},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.21469999849796295}],"concepts":[{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.7824000120162964},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6661999821662903},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5246000289916992},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29269999265670776},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2599000036716461},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.24860000610351562},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.23149999976158142},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.227400004863739},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.21469999849796295},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.20280000567436218}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.compbiolchem.2026.109096","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compbiolchem.2026.109096","pdf_url":null,"source":{"id":"https://openalex.org/S104924063","display_name":"Computational Biology and Chemistry","issn_l":"1476-9271","issn":["1476-9271","1476-928X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Biology and Chemistry","raw_type":"journal-article"},{"id":"pmid:42054841","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42054841","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational biology and chemistry","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1757990252","https://openalex.org/W2022476850","https://openalex.org/W2158698691","https://openalex.org/W2594183968","https://openalex.org/W3172516944","https://openalex.org/W3185341429","https://openalex.org/W4214868967","https://openalex.org/W4297179162","https://openalex.org/W4310273071","https://openalex.org/W4323644140","https://openalex.org/W4387599780","https://openalex.org/W4388616055","https://openalex.org/W4391605249","https://openalex.org/W4401710746","https://openalex.org/W4401845440","https://openalex.org/W4402007131","https://openalex.org/W4402922793","https://openalex.org/W4403240116","https://openalex.org/W4403681364","https://openalex.org/W4405139266","https://openalex.org/W4407295793","https://openalex.org/W4407606057","https://openalex.org/W4407852528","https://openalex.org/W4408117180","https://openalex.org/W4408508996","https://openalex.org/W4409638457","https://openalex.org/W4410743402","https://openalex.org/W4411307749","https://openalex.org/W4411565709","https://openalex.org/W4411609137","https://openalex.org/W4413224864","https://openalex.org/W4413353618","https://openalex.org/W4413869832","https://openalex.org/W4414070064","https://openalex.org/W4414281281","https://openalex.org/W4414290389","https://openalex.org/W4415641440","https://openalex.org/W4416631536","https://openalex.org/W4417184072","https://openalex.org/W7119774373","https://openalex.org/W7127986723","https://openalex.org/W7128614074","https://openalex.org/W7131350401"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2026-04-25T00:00:00"}
