{"id":"https://openalex.org/W7166882663","doi":"https://doi.org/10.48550/arxiv.2606.31946","title":"World Narrative Model for Highly Controllable Video Generation: A Paradigm Shift from Pixel Sampling to Physical World Orchestration","display_name":"World Narrative Model for Highly Controllable Video Generation: A Paradigm Shift from Pixel Sampling to Physical World Orchestration","publication_year":2026,"publication_date":"2026-06-30","ids":{"openalex":"https://openalex.org/W7166882663","doi":"https://doi.org/10.48550/arxiv.2606.31946"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.31946","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.31946","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.2606.31946","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5139777116","display_name":"Ye Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Ye","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066592421","display_name":"Xuanhong Chen","orcid":"https://orcid.org/0000-0002-1072-6804"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Xuanhong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102419688","display_name":"Yupeng Zhu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhu, Yupeng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086958508","display_name":"Liming Tan","orcid":"https://orcid.org/0000-0002-7034-0321"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tan, Liming","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124159902","display_name":"Zhewen Wan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wan, Zhewen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139717098","display_name":"Yuxuan Xiong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiong, Yuxuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114417895","display_name":"Tielong Wang","orcid":"https://orcid.org/0000-0003-3912-6412"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Tielong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139788824","display_name":"Jinfan Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Jinfan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139752728","display_name":"Wuze Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Wuze","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089057317","display_name":"Xiongzhen Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Xiongzhen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139792418","display_name":"Feifei Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Feifei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090665711","display_name":"Xiaoman Luo","orcid":"https://orcid.org/0000-0001-9987-1399"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luo, Xianglin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107849883","display_name":"Z. Zhao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhao, Zhehan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087510995","display_name":"Zhifan Zhang","orcid":"https://orcid.org/0000-0001-9733-4979"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Zhifan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139755146","display_name":"Laisheng Kou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kou, Laisheng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139844256","display_name":"Zhujing Liang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liang, Zhujin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001374602","display_name":"Yugang Chen","orcid":"https://orcid.org/0000-0002-1383-0391"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Yugang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123625540","display_name":"Muchun Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Muchun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139800058","display_name":"Xu Miao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Miao, Xu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139760471","display_name":"Yijing Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Yijing","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139743028","display_name":"Xiaojie Sheng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sheng, Xiaojie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139776541","display_name":"Qiang Hu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hu, Qiang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139785331","display_name":"Jialiang Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Jialiang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139734226","display_name":"Weimin Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Weimin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139761816","display_name":"Wenjun Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Wenjun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5139746734","display_name":"Bingbing Ni","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ni, Bingbing","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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.6557999849319458,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.6557999849319458,"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/T12290","display_name":"Human Motion and Animation","score":0.1678999960422516,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.06019999831914902,"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/paradigm-shift","display_name":"Paradigm shift","score":0.5554999709129333},{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.4925999939441681},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.47530001401901245},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.40459999442100525},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.3955000042915344},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.3693999946117401},{"id":"https://openalex.org/keywords/blueprint","display_name":"Blueprint","score":0.3668000102043152},{"id":"https://openalex.org/keywords/content-creation","display_name":"Content creation","score":0.3610999882221222}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.708899974822998},{"id":"https://openalex.org/C43540301","wikidata":"https://www.wikidata.org/wiki/Q689971","display_name":"Paradigm shift","level":2,"score":0.5554999709129333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5130000114440918},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.4925999939441681},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.47530001401901245},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41929998993873596},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.40459999442100525},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.39980000257492065},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.3955000042915344},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.390500009059906},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.3693999946117401},{"id":"https://openalex.org/C155911762","wikidata":"https://www.wikidata.org/wiki/Q422321","display_name":"Blueprint","level":2,"score":0.3668000102043152},{"id":"https://openalex.org/C2776509796","wikidata":"https://www.wikidata.org/wiki/Q5276056","display_name":"Content creation","level":2,"score":0.3610999882221222},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.35580000281333923},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.3544999957084656},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34860000014305115},{"id":"https://openalex.org/C146044194","wikidata":"https://www.wikidata.org/wiki/Q5157334","display_name":"Computational photography","level":4,"score":0.34610000252723694},{"id":"https://openalex.org/C2776650193","wikidata":"https://www.wikidata.org/wiki/Q264661","display_name":"Obstacle","level":2,"score":0.2978000044822693},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.29019999504089355},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.2815999984741211},{"id":"https://openalex.org/C33499554","wikidata":"https://www.wikidata.org/wiki/Q1417134","display_name":"Dashboard","level":2,"score":0.27390000224113464},{"id":"https://openalex.org/C147494362","wikidata":"https://www.wikidata.org/wiki/Q2078905","display_name":"Troubleshooting","level":2,"score":0.27309998869895935},{"id":"https://openalex.org/C68389820","wikidata":"https://www.wikidata.org/wiki/Q932586","display_name":"Filmmaking","level":3,"score":0.26260000467300415},{"id":"https://openalex.org/C29081049","wikidata":"https://www.wikidata.org/wiki/Q1364242","display_name":"Image stitching","level":2,"score":0.26190000772476196},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.2581000030040741},{"id":"https://openalex.org/C151211776","wikidata":"https://www.wikidata.org/wiki/Q2778015","display_name":"Video capture","level":3,"score":0.257099986076355}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.31946","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.31946","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.2606.31946","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.31946","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,223],"fundamental":[1],"obstacle":[2],"to":[3,51,80,90,164,240],"industrial":[4],"grade":[5],"video":[6,16,156],"generation":[7,95,187],"is":[8,225],"the":[9,24,52,70,83,93,169],"lack":[10],"of":[11],"controllability:":[12],"existing":[13,155],"models":[14],"treat":[15],"as":[17,148,233],"a":[18,46,75,122,149,173],"pixel":[19,94],"distribution":[20],"sampling":[21,101],"problem,":[22],"bypassing":[23],"explicit,":[25],"instance":[26],"level":[27],"$4D$":[28,104],"$(3D":[29],"+":[30],"T)$":[31],"physical":[32,85],"world.":[33],"Consequently,":[34],"content":[35,59],"creators":[36],"cannot":[37],"specify":[38],"geometry,":[39,129],"motion,":[40,134,137,216],"camera":[41,136],"parameters,":[42],"or":[43,161],"lighting":[44,139],"in":[45],"deterministic,":[47],"quantitative":[48],"way,":[49],"leading":[50],"infamous":[53],"''gacha''":[54],"loop":[55],"that":[56,77,153,204],"makes":[57],"professional":[58,192],"creation":[60],"prohibitively":[61],"inefficient":[62],"and":[63,119,138,188,211,217,227,238],"expensive.":[64],"To":[65],"address":[66],"this,":[67],"we":[68],"introduce":[69],"World":[71],"Narrative":[72],"Model":[73],"(WNM),":[74],"paradigm":[76],"decouples":[78],"what":[79],"render":[81,91,165],"--":[82,87,92],"structured":[84],"narrative":[86],"from":[88],"how":[89],"process.":[96],"WNM":[97,205],"replaces":[98],"end-to-end":[99],"black-box":[100],"with":[102,127,191],"orchestrated":[103],"pre-visualization":[105,189],"for":[106],"media":[107],"generation.":[108],"Collaborative":[109],"agents":[110],"translate":[111],"sparse":[112],"multimodal":[113],"inputs,":[114],"including":[115],"text,":[116],"reference":[117],"videos,":[118],"sketches,":[120],"into":[121,172],"fully":[123],"editable":[124],"world":[125,186,234],"representation":[126,146],"scene":[128],"object":[130],"layouts,":[131],"character/animal":[132],"skeleton":[133],"trajectories,":[135],"at":[140],"quantitative,":[141],"physically":[142],"meaningful":[143],"granularity.":[144],"This":[145],"acts":[147],"deterministic":[150],"structural":[151],"blueprint":[152],"drives":[154],"foundation":[157],"models,":[158],"either":[159],"frozen":[160],"lightly":[162],"adapted,":[163],"final":[166],"footage,":[167],"turning":[168],"base":[170],"model":[171],"faithful":[174],"neural":[175],"shader.":[176],"Built":[177],"on":[178],"this":[179],"engine,":[180],"our":[181],"human-AI":[182],"platform":[183],"supports":[184],"automatic":[185],"aligned":[190],"filmmaking":[193],"pipelines,":[194],"while":[195],"director":[196],"consoles":[197],"enable":[198],"seamless":[199],"human":[200],"refinement.":[201],"Experiments":[202],"show":[203],"greatly":[206],"reduces":[207],"probabilistic":[208],"``gacha''":[209],"calls":[210],"produces":[212],"videos":[213],"whose":[214],"layout,":[215],"cinematography":[218],"closely":[219],"follow":[220],"creator":[221],"intent.":[222],"framework":[224],"open":[226],"modular,":[228],"allowing":[229],"each":[230],"component,":[231],"such":[232],"representation,":[235],"control":[236],"agents,":[237],"adapters,":[239],"be":[241],"independently":[242],"improved.":[243],"Project":[244],"website:":[245],"https://glassroom.sjtu.edu.cn/WNM/.":[246]},"counts_by_year":[],"updated_date":"2026-07-16T05:54:29.318815","created_date":"2026-07-02T00:00:00"}
