{"id":"https://openalex.org/W4416250403","doi":"https://doi.org/10.1109/ijcnn64981.2025.11229061","title":"Style-xLSTM for Facial Age Editing","display_name":"Style-xLSTM for Facial Age Editing","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4416250403","doi":"https://doi.org/10.1109/ijcnn64981.2025.11229061"},"language":null,"primary_location":{"id":"doi:10.1109/ijcnn64981.2025.11229061","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11229061","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-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/A5113272349","display_name":"Mingyuan Li","orcid":"https://orcid.org/0009-0001-3506-6339"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyuan Li","raw_affiliation_strings":["Hebei University of Technology,Tianjin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hebei University of Technology,Tianjin,China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100604665","display_name":"Sheng Xu","orcid":"https://orcid.org/0000-0002-6507-9122"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songcheng Xu","raw_affiliation_strings":["Northeastern University,School of Computer Science and Engineering,Shenyang,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University,School of Computer Science and Engineering,Shenyang,China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116585415","display_name":"Renda Han","orcid":"https://orcid.org/0009-0009-8568-2285"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renda Han","raw_affiliation_strings":["Hainan University,Haikou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hainan University,Haikou,China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000196668","display_name":"Ye Zhu","orcid":"https://orcid.org/0000-0002-6004-9303"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ye Zhu","raw_affiliation_strings":["Hebei University of Technology,Tianjin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hebei University of Technology,Tianjin,China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044290588","display_name":"Yingchun Guo","orcid":"https://orcid.org/0000-0002-3239-3086"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingchun Guo","raw_affiliation_strings":["Hebei University of Technology,Tianjin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hebei University of Technology,Tianjin,China","institution_ids":["https://openalex.org/I184843921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30221446,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9287999868392944,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11448","display_name":"Face recognition and analysis","score":0.9287999868392944,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.027300000190734863,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11118","display_name":"Evolutionary Psychology and Human Behavior","score":0.004600000102072954,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/image-editing","display_name":"Image editing","score":0.503000020980835},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4602000117301941},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4410000145435333},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4041000008583069},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.3564999997615814},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.33570000529289246}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.777400016784668},{"id":"https://openalex.org/C2776674983","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image editing","level":3,"score":0.503000020980835},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4690999984741211},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4602000117301941},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4410000145435333},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4041000008583069},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.3564999997615814},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33959999680519104},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.33570000529289246},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3192000091075897},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.3133000135421753},{"id":"https://openalex.org/C54654163","wikidata":"https://www.wikidata.org/wiki/Q5428359","display_name":"Face hallucination","level":5,"score":0.31200000643730164},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3070000112056732},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.26669999957084656},{"id":"https://openalex.org/C2988504831","wikidata":"https://www.wikidata.org/wiki/Q1192366","display_name":"Text entry","level":2,"score":0.2597000002861023},{"id":"https://openalex.org/C2780310081","wikidata":"https://www.wikidata.org/wiki/Q1154312","display_name":"Video editing","level":2,"score":0.25519999861717224},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.25060001015663147},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2502000033855438}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn64981.2025.11229061","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11229061","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2105026179","https://openalex.org/W2143151905","https://openalex.org/W2239239723","https://openalex.org/W2603777577","https://openalex.org/W2798706078","https://openalex.org/W2962770929","https://openalex.org/W2963391470","https://openalex.org/W2964261768","https://openalex.org/W3034431451","https://openalex.org/W3035574324","https://openalex.org/W3176913662","https://openalex.org/W3181462058","https://openalex.org/W4214545063","https://openalex.org/W4313035047","https://openalex.org/W4385245566","https://openalex.org/W4390872724","https://openalex.org/W4400187665","https://openalex.org/W4403776937","https://openalex.org/W4408521096","https://openalex.org/W4412100053"],"related_works":[],"abstract_inverted_index":{"Face":[0],"age":[1,48,102,126,137,149],"editing":[2,55,103,145,191],"typically":[3],"utilizes":[4],"GAN":[5],"or":[6,14],"StyleGAN":[7],"as":[8],"the":[9,21,29,52,59,63,69,73,80,85,95,100,106,110,131,135,140,144,183],"underlying":[10],"framework,":[11],"employing":[12],"CNN":[13],"Transformer":[15],"to":[16,71,160],"engineer":[17],"sophisticated":[18],"modules":[19],"for":[20,105],"subsequent":[22],"processing":[23],"of":[24,32,54,61,65,97,118,134,147,186],"facial":[25,43,101,119,189],"latent":[26],"codes.":[27],"Notwithstanding":[28],"laudable":[30],"endeavors":[31],"researchers":[33],"in":[34,58,99,139,188],"this":[35,163],"domain,":[36],"these":[37],"methods":[38],"still":[39],"face":[40],"challenges,":[41],"including":[42],"attribute":[44,190],"entanglement":[45],"and":[46,68,166,180],"suboptimal":[47],"modification.":[49],"For":[50],"instance,":[51],"process":[53],"may":[56],"result":[57],"reversal":[60],"gender,":[62],"presence":[64],"discernible":[66],"artifacts,":[67],"inability":[70],"achieve":[72,115],"intended":[74],"effect":[75,146],"regarding":[76],"age.":[77],"To":[78],"address":[79],"aforementioned":[81],"limitations,":[82],"inspired":[83],"by":[84],"newly":[86],"proposed":[87],"Extended":[88],"Long":[89],"Short-Term":[90],"Memory":[91],"(xLSTM),":[92],"we":[93,114,151],"explore":[94],"application":[96],"xLSTM":[98,187],"task":[104],"first":[107],"time.":[108],"With":[109],"well-designed":[111],"Style-mLSTM":[112],"module,":[113],"accurate":[116],"retention":[117],"attributes":[120],"while":[121],"seamlessly":[122],"transitioning":[123],"between":[124],"successive":[125],"modifications.":[127],"In":[128],"addition,":[129],"considering":[130],"negative":[132],"impact":[133],"imbalanced":[136],"distribution":[138],"existing":[141,174],"dataset":[142],"on":[143,176],"different":[148],"groups,":[150],"propose":[152],"a":[153],"Weighted":[154],"Age":[155],"Distribution":[156],"Calibration":[157],"(WADC)":[158],"mechanism":[159],"effectively":[161,181],"mitigate":[162],"problem.":[164],"Qualitative":[165],"quantitative":[167],"experiments":[168],"demonstrate":[169],"that":[170],"our":[171],"approach":[172],"outperforms":[173],"techniques":[175],"several":[177],"evaluation":[178],"metrics":[179],"demonstrates":[182],"great":[184],"potential":[185],"tasks.":[192]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-11-14T00:00:00"}
