{"id":"https://openalex.org/W4409598165","doi":"https://doi.org/10.1016/j.inffus.2025.103208","title":"RL-GCL: Reinforcement Learning-Guided Contrastive Learning for molecular property prediction","display_name":"RL-GCL: Reinforcement Learning-Guided Contrastive Learning for molecular property prediction","publication_year":2025,"publication_date":"2025-04-19","ids":{"openalex":"https://openalex.org/W4409598165","doi":"https://doi.org/10.1016/j.inffus.2025.103208"},"language":"en","primary_location":{"id":"doi:10.1016/j.inffus.2025.103208","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.inffus.2025.103208","pdf_url":null,"source":{"id":"https://openalex.org/S7560371","display_name":"Information Fusion","issn_l":"1566-2535","issn":["1566-2535","1872-6305"],"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":"Information Fusion","raw_type":"journal-article"},"type":"article","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/A5107935916","display_name":"Yukui Fu","orcid":"https://orcid.org/0009-0007-8143-4095"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]},{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanran Fu","raw_affiliation_strings":["School of Film, Xiamen University, Xiamen, 361000, China"],"raw_orcid":"https://orcid.org/0009-0008-2050-2776","affiliations":[{"raw_affiliation_string":"School of Film, Xiamen University, Xiamen, 361000, China","institution_ids":["https://openalex.org/I191208505","https://openalex.org/I75867142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059060594","display_name":"Junshan Han","orcid":"https://orcid.org/0000-0003-4232-038X"},"institutions":[{"id":"https://openalex.org/I2802541053","display_name":"Academy of Military Medical Sciences","ror":"https://ror.org/02bv3c993","country_code":"CN","type":"facility","lineage":["https://openalex.org/I2802541053"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junshan Han","raw_affiliation_strings":["Academy of Military Medical Sciences, Beijing, 100850, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Military Medical Sciences, Beijing, 100850, China","institution_ids":["https://openalex.org/I2802541053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036411139","display_name":"Yong Xu","orcid":"https://orcid.org/0000-0001-6520-8572"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yong Xu","raw_affiliation_strings":["Xiamen Key Laboratory of Intelligent Fishery, Xiamen Ocean Vocational College, Xiamen, 361100, China"],"raw_orcid":"https://orcid.org/0000-0001-6520-8572","affiliations":[{"raw_affiliation_string":"Xiamen Key Laboratory of Intelligent Fishery, Xiamen Ocean Vocational College, Xiamen, 361100, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066879706","display_name":"Kunhong Liu","orcid":"https://orcid.org/0000-0002-1222-8876"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]},{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kunhong Liu","raw_affiliation_strings":["School of Film, Xiamen University, Xiamen, 361000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Film, Xiamen University, Xiamen, 361000, China","institution_ids":["https://openalex.org/I191208505","https://openalex.org/I75867142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077143737","display_name":"Jiang Lu","orcid":"https://orcid.org/0000-0002-2303-6116"},"institutions":[{"id":"https://openalex.org/I2802541053","display_name":"Academy of Military Medical Sciences","ror":"https://ror.org/02bv3c993","country_code":"CN","type":"facility","lineage":["https://openalex.org/I2802541053"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiang Lu","raw_affiliation_strings":["Academy of Military Medical Sciences, Beijing, 100850, China"],"raw_orcid":"https://orcid.org/0000-0002-2303-6116","affiliations":[{"raw_affiliation_string":"Academy of Military Medical Sciences, Beijing, 100850, China","institution_ids":["https://openalex.org/I2802541053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101538439","display_name":"Song He","orcid":"https://orcid.org/0009-0007-3172-1686"},"institutions":[{"id":"https://openalex.org/I2802541053","display_name":"Academy of Military Medical Sciences","ror":"https://ror.org/02bv3c993","country_code":"CN","type":"facility","lineage":["https://openalex.org/I2802541053"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Song He","raw_affiliation_strings":["Academy of Military Medical Sciences, Beijing, 100850, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Military Medical Sciences, Beijing, 100850, China","institution_ids":["https://openalex.org/I2802541053"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102983020","display_name":"Xiaochen Bo","orcid":"https://orcid.org/0000-0003-3490-5812"},"institutions":[{"id":"https://openalex.org/I2802541053","display_name":"Academy of Military Medical Sciences","ror":"https://ror.org/02bv3c993","country_code":"CN","type":"facility","lineage":["https://openalex.org/I2802541053"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaochen Bo","raw_affiliation_strings":["Academy of Military Medical Sciences, Beijing, 100850, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Military Medical Sciences, Beijing, 100850, China","institution_ids":["https://openalex.org/I2802541053"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5066879706","https://openalex.org/A5077143737","https://openalex.org/A5101538439","https://openalex.org/A5102983020"],"corresponding_institution_ids":["https://openalex.org/I191208505","https://openalex.org/I2802541053","https://openalex.org/I75867142"],"apc_list":{"value":4650,"currency":"USD","value_usd":4650},"apc_paid":null,"fwci":1.3257,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81004461,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"122","issue":null,"first_page":"103208","last_page":"103208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":1.0,"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":1.0,"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/T11948","display_name":"Machine Learning in Materials Science","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.9961000084877014,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.811058759689331},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7210307717323303},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.575461745262146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.563720166683197},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3946239650249481}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.811058759689331},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7210307717323303},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.575461745262146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.563720166683197},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3946239650249481},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.inffus.2025.103208","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.inffus.2025.103208","pdf_url":null,"source":{"id":"https://openalex.org/S7560371","display_name":"Information Fusion","issn_l":"1566-2535","issn":["1566-2535","1872-6305"],"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":"Information Fusion","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1868254677","display_name":null,"funder_award_id":"2023YFC2604400","funder_id":"https://openalex.org/F4320335671","funder_display_name":"Academy of Military Medical Sciences"},{"id":"https://openalex.org/G4064169251","display_name":null,"funder_award_id":"2024YFA1307700","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5353367788","display_name":null,"funder_award_id":"3502Z20231043","funder_id":"https://openalex.org/F4320325434","funder_display_name":"Xiamen University"}],"funders":[{"id":"https://openalex.org/F4320325434","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785"},{"id":"https://openalex.org/F4320335671","display_name":"Academy of Military Medical Sciences","ror":"https://ror.org/02bv3c993"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W1875842236","https://openalex.org/W1968019061","https://openalex.org/W1983478747","https://openalex.org/W1988037271","https://openalex.org/W2145339207","https://openalex.org/W2151697120","https://openalex.org/W2154851992","https://openalex.org/W2290847742","https://openalex.org/W2555897561","https://openalex.org/W2594183968","https://openalex.org/W2913351693","https://openalex.org/W2962756421","https://openalex.org/W2962764565","https://openalex.org/W2963521729","https://openalex.org/W2964015378","https://openalex.org/W2965857891","https://openalex.org/W2966357564","https://openalex.org/W2972741532","https://openalex.org/W2987522751","https://openalex.org/W3005552578","https://openalex.org/W3009561768","https://openalex.org/W3026092005","https://openalex.org/W3034516664","https://openalex.org/W3035524453","https://openalex.org/W3042770487","https://openalex.org/W3083024963","https://openalex.org/W3093274308","https://openalex.org/W3095602948","https://openalex.org/W3095883070","https://openalex.org/W3099375322","https://openalex.org/W3100157108","https://openalex.org/W3104097132","https://openalex.org/W3104298728","https://openalex.org/W3104956673","https://openalex.org/W3173985861","https://openalex.org/W3184380725","https://openalex.org/W3188916965","https://openalex.org/W3188982020","https://openalex.org/W3195415198","https://openalex.org/W3212417448","https://openalex.org/W4214717370","https://openalex.org/W4214868967","https://openalex.org/W4233840023","https://openalex.org/W4286910387","https://openalex.org/W4287812705","https://openalex.org/W4288275971","https://openalex.org/W4294558607","https://openalex.org/W4296262915","https://openalex.org/W4297951436","https://openalex.org/W4319166021","https://openalex.org/W4381679608","https://openalex.org/W6677916085","https://openalex.org/W6730323794","https://openalex.org/W6736685754","https://openalex.org/W6738964360","https://openalex.org/W6751455638","https://openalex.org/W6755573351","https://openalex.org/W6770257887","https://openalex.org/W6774314701","https://openalex.org/W6776700526","https://openalex.org/W6777179611","https://openalex.org/W6778102432","https://openalex.org/W6779533173","https://openalex.org/W6780409856","https://openalex.org/W6784614190","https://openalex.org/W6784694379","https://openalex.org/W6788172410"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-02-22T13:39:03.778224","created_date":"2025-10-10T00:00:00"}