{"id":"https://openalex.org/W4293733630","doi":"https://doi.org/10.1109/icme52920.2022.9859944","title":"Zero-Shot Scene Graph Generation with Knowledge Graph Completion","display_name":"Zero-Shot Scene Graph Generation with Knowledge Graph Completion","publication_year":2022,"publication_date":"2022-07-18","ids":{"openalex":"https://openalex.org/W4293733630","doi":"https://doi.org/10.1109/icme52920.2022.9859944"},"language":"en","primary_location":{"id":"doi:10.1109/icme52920.2022.9859944","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme52920.2022.9859944","pdf_url":null,"source":{"id":"https://openalex.org/S4363607799","display_name":"2022 IEEE International Conference on Multimedia and Expo (ICME)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2022 IEEE International Conference on Multimedia and Expo (ICME)","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/A5066176083","display_name":"Xiang Yu","orcid":"https://orcid.org/0000-0002-3378-6340"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiang Yu","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering,China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038043062","display_name":"Ruoxin Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruoxin Chen","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering,China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100679241","display_name":"Jie Li","orcid":"https://orcid.org/0000-0002-4974-6116"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Li","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering,China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101709693","display_name":"Jiawei Sun","orcid":"https://orcid.org/0009-0003-1048-5443"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawei Sun","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering,China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016827432","display_name":"Shijing Yuan","orcid":"https://orcid.org/0000-0002-7243-9595"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shijing Yuan","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering,China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002591652","display_name":"Huxiao Ji","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huxiao Ji","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering,China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101690932","display_name":"Xinyu Lu","orcid":"https://orcid.org/0000-0003-4709-6612"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Lu","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering,China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101783501","display_name":"Chentao Wu","orcid":"https://orcid.org/0000-0002-6882-3754"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chentao Wu","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering,China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5066176083"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.2996,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.63232568,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":1.0,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":1.0,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9994000196456909,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.991599977016449,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/predicate","display_name":"Predicate (mathematical logic)","score":0.6194303631782532},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5972844958305359},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5737500190734863},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.533757746219635},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5322335362434387},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5292949676513672},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.49055927991867065},{"id":"https://openalex.org/keywords/single-shot","display_name":"Single shot","score":0.45726853609085083},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40139928460121155},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.29487505555152893}],"concepts":[{"id":"https://openalex.org/C140146324","wikidata":"https://www.wikidata.org/wiki/Q1144319","display_name":"Predicate (mathematical logic)","level":2,"score":0.6194303631782532},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5972844958305359},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5737500190734863},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.533757746219635},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5322335362434387},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5292949676513672},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.49055927991867065},{"id":"https://openalex.org/C3019835501","wikidata":"https://www.wikidata.org/wiki/Q1310130","display_name":"Single shot","level":2,"score":0.45726853609085083},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40139928460121155},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.29487505555152893},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icme52920.2022.9859944","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme52920.2022.9859944","pdf_url":null,"source":{"id":"https://openalex.org/S4363607799","display_name":"2022 IEEE International Conference on Multimedia and Expo (ICME)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2022 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2661725412","display_name":null,"funder_award_id":"2020YFB1806700","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G32218100","display_name":null,"funder_award_id":"61932014,61972246","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6618082628","display_name":null,"funder_award_id":"BE2020026","funder_id":"https://openalex.org/F4320327777","funder_display_name":"Jiangsu Provincial Key Research and Development Program"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327777","display_name":"Jiangsu Provincial Key Research and Development Program","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1533230146","https://openalex.org/W2016089260","https://openalex.org/W2127795553","https://openalex.org/W2432356473","https://openalex.org/W2463781041","https://openalex.org/W2479423890","https://openalex.org/W2579549467","https://openalex.org/W2607855566","https://openalex.org/W2629538667","https://openalex.org/W2728059831","https://openalex.org/W2774837955","https://openalex.org/W2883170015","https://openalex.org/W2886970679","https://openalex.org/W2887029921","https://openalex.org/W2947385066","https://openalex.org/W2949434543","https://openalex.org/W2949972983","https://openalex.org/W2950096400","https://openalex.org/W2952688802","https://openalex.org/W2955988340","https://openalex.org/W2962737704","https://openalex.org/W2962779575","https://openalex.org/W2962811161","https://openalex.org/W2963101956","https://openalex.org/W2963518342","https://openalex.org/W2963536419","https://openalex.org/W2963605190","https://openalex.org/W2963902384","https://openalex.org/W2963938081","https://openalex.org/W2966204614","https://openalex.org/W3035017890","https://openalex.org/W3035316078","https://openalex.org/W3101896416","https://openalex.org/W3104956649","https://openalex.org/W3173181410","https://openalex.org/W3174293538","https://openalex.org/W3181556077","https://openalex.org/W3184370138","https://openalex.org/W3202514640","https://openalex.org/W4295750171","https://openalex.org/W6631964550","https://openalex.org/W6678830454","https://openalex.org/W6718112784","https://openalex.org/W6720061976","https://openalex.org/W6721769334","https://openalex.org/W6739930931","https://openalex.org/W6753998590","https://openalex.org/W6754554023","https://openalex.org/W6754778999","https://openalex.org/W6758075616","https://openalex.org/W6784364625"],"related_works":["https://openalex.org/W3142396426","https://openalex.org/W2471333042","https://openalex.org/W4396643691","https://openalex.org/W4402383816","https://openalex.org/W2955491601","https://openalex.org/W146529714","https://openalex.org/W4402559869","https://openalex.org/W2316500695","https://openalex.org/W2017914143","https://openalex.org/W146242624"],"abstract_inverted_index":{"Limited":[0],"by":[1,74],"the":[2,45,51,54,60,66,90,124,134],"incomprehensive":[3],"training":[4,52],"samples,":[5],"existing":[6],"scene":[7],"graph":[8,78],"generation":[9],"(SGG)":[10],"methods":[11,136],"perform":[12],"poorly":[13],"on":[14,123],"predicting":[15],"zero-shot":[16,34,48,62,70,94,139],"(i.e.,":[17,141],"unseen)":[18],"subject-predicate-object":[19],"triples.":[20],"To":[21],"address":[22],"this":[23],"problem,":[24],"we":[25],"propose":[26],"a":[27,102,111,118],"general":[28],"SGG":[29,147],"framework":[30],"to":[31,43],"improve":[32],"their":[33],"performance.":[35],"The":[36,121],"main":[37],"idea":[38],"of":[39,47,53,69,87,93,114],"our":[40,75,130],"method":[41,132],"is":[42,72,96],"generate":[44],"information":[46,68],"triples":[49,63,71,95],"before":[50],"predicate":[55,91],"classifier":[56],"and":[57,81],"thus":[58],"make":[59],"original":[61],"non-zero-shot.":[64],"Specifically,":[65],"missing":[67,115],"generated":[73],"proposed":[76,131],"knowledge":[77,119],"completion":[79],"strategy":[80],"then":[82],"integrated":[83],"with":[84],"visual":[85,104],"features":[86],"images.":[88],"Therefore,":[89],"classification":[92,105],"no":[97],"longer":[98],"just":[99],"regarded":[100],"as":[101],"single":[103],"task":[106,113],"but":[107],"also":[108],"transformed":[109],"into":[110],"prediction":[112],"links":[116],"in":[117,137],"graph.":[120],"experiments":[122],"dataset":[125],"Visual":[126],"Genome":[127],"demonstrate":[128],"that":[129],"outperforms":[133],"state-of-the-art":[135],"popular":[138,146],"metrics":[140],"zR@N,":[142],"ng-zR@N)":[143],"for":[144],"all":[145],"tasks.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
