{"id":"https://openalex.org/W7162641796","doi":"https://doi.org/10.48550/arxiv.2605.28173","title":"MangaFlow: An End-to-End Agentic Framework for Controllable Story to Manga Generation","display_name":"MangaFlow: An End-to-End Agentic Framework for Controllable Story to Manga Generation","publication_year":2026,"publication_date":"2026-05-27","ids":{"openalex":"https://openalex.org/W7162641796","doi":"https://doi.org/10.48550/arxiv.2605.28173"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.28173","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.28173","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2605.28173","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063526003","display_name":"Muyao Wang","orcid":"https://orcid.org/0009-0001-7817-724X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Muyao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137230878","display_name":"Zeke Xie","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xie, Zeke","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137216320","display_name":"Yanhao Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Yanhao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137271587","display_name":"Lixin Xiu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiu, Lixin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5050229964","display_name":"Hideki Nakayama","orcid":"https://orcid.org/0000-0001-8726-2780"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nakayama, Hideki","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.6819999814033508,"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"}},"topics":[{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.6819999814033508,"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/T12290","display_name":"Human Motion and Animation","score":0.10209999978542328,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.045499999076128006,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/reuse","display_name":"Reuse","score":0.5202000141143799},{"id":"https://openalex.org/keywords/page-layout","display_name":"Page layout","score":0.49559998512268066},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4352000057697296},{"id":"https://openalex.org/keywords/storytelling","display_name":"Storytelling","score":0.41929998993873596},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.3871000111103058},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.3797999918460846},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.37560001015663147},{"id":"https://openalex.org/keywords/character","display_name":"Character (mathematics)","score":0.37049999833106995}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7562999725341797},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.5202000141143799},{"id":"https://openalex.org/C188985296","wikidata":"https://www.wikidata.org/wiki/Q868954","display_name":"Page layout","level":2,"score":0.49559998512268066},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4352000057697296},{"id":"https://openalex.org/C2776538412","wikidata":"https://www.wikidata.org/wiki/Q989963","display_name":"Storytelling","level":3,"score":0.41929998993873596},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.3871000111103058},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.3797999918460846},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.37560001015663147},{"id":"https://openalex.org/C2780861071","wikidata":"https://www.wikidata.org/wiki/Q1062934","display_name":"Character (mathematics)","level":2,"score":0.37049999833106995},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3630000054836273},{"id":"https://openalex.org/C72773152","wikidata":"https://www.wikidata.org/wiki/Q5287629","display_name":"Document layout analysis","level":3,"score":0.3537999987602234},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.34769999980926514},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.3370000123977661},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32679998874664307},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3190000057220459},{"id":"https://openalex.org/C158495155","wikidata":"https://www.wikidata.org/wiki/Q2369151","display_name":"Visual search","level":2,"score":0.31310001015663147},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.30410000681877136},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.2897000014781952},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.27149999141693115},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.26350000500679016}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.28173","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.28173","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2605.28173","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.28173","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"End-to-end":[0],"manga":[1,69,73,106],"generation":[2,70,101,165,179],"is":[3],"a":[4,40,134,156],"structured":[5],"visual":[6,42,51,90,112,162],"storytelling":[7],"task":[8],"that":[9,71,138,169],"requires":[10],"story":[11,135],"decomposition,":[12],"recurring":[13],"character":[14],"and":[15,25,44,53,83,89,102,114,125,146,164,174],"scene":[16],"grounding,":[17,77],"page":[18,23,34],"layout":[19,49,78,88,160,172],"design,":[20],"panel":[21,122],"rendering,":[22,81],"composition,":[24,82],"lettering.":[26],"However,":[27],"existing":[28],"generative":[29],"models":[30],"often":[31],"perform":[32],"direct":[33,178],"synthesis,":[35],"entangling":[36],"these":[37,58],"factors":[38],"in":[39],"single":[41],"output":[43],"limiting":[45],"precise":[46,104],"control":[47],"over":[48,177],"geometry,":[50,123],"references,":[52,124],"cross-panel":[54,175],"consistency.":[55],"To":[56,128],"address":[57],"limitations,":[59],"we":[60],"propose":[61],"MangaFlow,":[62],"an":[63],"agentic":[64],"framework":[65],"for":[66,120,149,158],"controllable":[67],"long-form":[68,130],"decomposes":[72],"creation":[74],"into":[75],"planning,":[76],"construction,":[79],"reference-conditioned":[80],"text":[84,126],"placement.":[85,127],"By":[86],"treating":[87],"references":[91,148],"as":[92,116],"explicit":[93],"intermediate":[94,118],"variables,":[95],"MangaFlow":[96,132,170],"enables":[97],"both":[98],"simple":[99],"text-to-manga":[100],"more":[103],"user-controlled":[105],"creation.":[107],"This":[108],"design":[109],"exposes":[110],"layout,":[111],"assets,":[113],"lettering":[115],"editable":[117],"controls":[119],"refining":[121],"support":[129],"consistency,":[131,163],"introduces":[133],"section":[136,140],"memory":[137],"links":[139],"descriptions":[141],"with":[142],"corresponding":[143],"character,":[144],"scene,":[145],"object":[147],"reuse":[150],"across":[151],"panels.":[152],"We":[153],"further":[154],"present":[155],"meta-benchmark":[157],"evaluating":[159],"controllability,":[161],"quality.":[166],"Experiments":[167],"show":[168],"improves":[171],"adherence":[173],"consistency":[176],"baselines":[180],"while":[181],"supporting":[182],"flexible":[183],"human":[184],"control.":[185]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-05-29T00:00:00"}