{"id":"https://openalex.org/W4408354446","doi":"https://doi.org/10.1109/icassp49660.2025.10888013","title":"Generate E-commerce Product Background by Integrating Category Commonality and Personalized Style","display_name":"Generate E-commerce Product Background by Integrating Category Commonality and Personalized Style","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408354446","doi":"https://doi.org/10.1109/icassp49660.2025.10888013"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10888013","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888013","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"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/A5101892838","display_name":"Haohan Wang","orcid":"https://orcid.org/0000-0003-3451-6884"},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haohan Wang","raw_affiliation_strings":["JD.COM,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JD.COM,Beijing,China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100721881","display_name":"Wei Feng","orcid":"https://orcid.org/0000-0003-3809-1086"},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Feng","raw_affiliation_strings":["JD.COM,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JD.COM,Beijing,China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111099255","display_name":"Yaoyu Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaoyu Li","raw_affiliation_strings":["JD.COM,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JD.COM,Beijing,China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100459168","display_name":"Zheng Zhang","orcid":"https://orcid.org/0000-0003-1470-6998"},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Zhang","raw_affiliation_strings":["JD.COM,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JD.COM,Beijing,China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002723402","display_name":"Jingjing Lv","orcid":"https://orcid.org/0000-0003-0337-449X"},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingjing Lv","raw_affiliation_strings":["JD.COM,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JD.COM,Beijing,China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101692053","display_name":"Junjie Shen","orcid":"https://orcid.org/0009-0008-6983-5213"},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie Shen","raw_affiliation_strings":["JD.COM,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JD.COM,Beijing,China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009831083","display_name":"Zhangang Lin","orcid":"https://orcid.org/0000-0003-1379-5044"},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhangang Lin","raw_affiliation_strings":["JD.COM,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JD.COM,Beijing,China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001629337","display_name":"Jingping Shao","orcid":"https://orcid.org/0000-0001-8555-2020"},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingping Shao","raw_affiliation_strings":["JD.COM,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JD.COM,Beijing,China","institution_ids":["https://openalex.org/I4210103986"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210103986"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12601","display_name":"Web Applications and Data Management","score":0.9302999973297119,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12601","display_name":"Web Applications and Data Management","score":0.9302999973297119,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9180999994277954,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6793738007545471},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.6314600110054016},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.5928318500518799},{"id":"https://openalex.org/keywords/product-category","display_name":"Product category","score":0.45193493366241455},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.43152570724487305},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10248121619224548},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07082533836364746}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6793738007545471},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.6314600110054016},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.5928318500518799},{"id":"https://openalex.org/C147101817","wikidata":"https://www.wikidata.org/wiki/Q13443840","display_name":"Product category","level":3,"score":0.45193493366241455},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.43152570724487305},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10248121619224548},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07082533836364746},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10888013","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888013","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1981257616","https://openalex.org/W2767522004","https://openalex.org/W2951838614","https://openalex.org/W2963399969","https://openalex.org/W2964409998","https://openalex.org/W3093496541","https://openalex.org/W3135723262","https://openalex.org/W3175062020","https://openalex.org/W3199003182","https://openalex.org/W3216352822","https://openalex.org/W4281731230","https://openalex.org/W4283689921","https://openalex.org/W4312933868","https://openalex.org/W4312973165","https://openalex.org/W4320006359","https://openalex.org/W4379382471","https://openalex.org/W4385271281","https://openalex.org/W4385663299","https://openalex.org/W4386071604","https://openalex.org/W4386072096","https://openalex.org/W4386083141","https://openalex.org/W4390873054","https://openalex.org/W6622415086","https://openalex.org/W6765779288","https://openalex.org/W6809885388","https://openalex.org/W6810940779","https://openalex.org/W6846007759","https://openalex.org/W6851932778","https://openalex.org/W6854511533"],"related_works":["https://openalex.org/W3156248312","https://openalex.org/W1983135191","https://openalex.org/W3213037365","https://openalex.org/W1516703085","https://openalex.org/W2602193642","https://openalex.org/W2061983162","https://openalex.org/W2008878004","https://openalex.org/W2479418427","https://openalex.org/W3016541524","https://openalex.org/W880015732"],"abstract_inverted_index":{"The":[0],"state-of-the-art":[1],"methods":[2],"for":[3,34,68,102,139,182],"e-commerce":[4,154],"product":[5,155,167],"background":[6,62,89,156,189],"generation":[7,63,157],"suffer":[8],"from":[9,124,169],"the":[10,19,24,44,69,76,88,98,151,187],"inefficiency":[11],"of":[12,26,191],"designing":[13],"product-wise":[14],"prompts":[15],"when":[16,30],"scaling":[17],"up":[18],"production,":[20],"as":[21,23],"well":[22],"ineffectiveness":[25],"describing":[27],"fine-grained":[28,107],"styles":[29],"customizing":[31],"personalized":[32,48,121,188],"backgrounds":[33,181],"some":[35],"specific":[36,105],"brands.":[37],"To":[38,145],"address":[39],"these":[40],"obstacles,":[41],"we":[42,54],"integrate":[43],"category":[45],"commonality":[46],"and":[47,106,132,185],"style":[49,122,190],"into":[50],"diffusion":[51],"models.":[52],"Concretely,":[53],"propose":[55],"a":[56,91,113,125,136],"Category-Wise":[57],"Generator":[58,115],"to":[59,80,96,118,128],"enable":[60],"large-scale":[61,153],"with":[64,104],"only":[65],"one":[66],"model":[67],"first":[70,152],"time.":[71],"A":[72],"unique":[73],"identifier":[74],"in":[75,109,135,148],"prompt":[77],"is":[78,85,116,133,160],"assigned":[79],"each":[81],"category,":[82],"whose":[83],"attention":[84,94],"located":[86],"on":[87],"by":[90],"mask-guided":[92],"cross":[93],"layer":[95],"learn":[97,119],"category-wise":[99],"style.":[100],"Furthermore,":[101],"products":[103],"requirements":[108],"layout,":[110],"elements,":[111],"etc,":[112],"Personality-Wise":[114],"devised":[117],"such":[120],"directly":[123],"reference":[126,192],"image":[127],"resolve":[129],"textual":[130],"ambiguities,":[131],"trained":[134],"self-supervised":[137],"manner":[138],"more":[140,164],"efficient":[141],"training":[142],"data":[143],"usage.":[144],"advance":[146],"research":[147],"this":[149],"field,":[150],"dataset":[158],"BG60k":[159,194],"constructed,":[161],"which":[162],"covers":[163],"than":[165],"60k":[166],"images":[168],"over":[170],"2k":[171],"categories.":[172],"Experiments":[173],"demonstrate":[174],"that":[175],"our":[176],"method":[177],"could":[178],"generate":[179],"high-quality":[180],"different":[183],"categories,":[184],"maintain":[186],"images.":[193],"will":[195],"be":[196],"available":[197],"at":[198],"https://github.com/Whileherham/BG60k.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}