{"id":"https://openalex.org/W7151965822","doi":"https://doi.org/10.48550/arxiv.2604.05076","title":"GLANCE: A Global-Local Coordination Multi-Agent Framework for Music-Grounded Non-Linear Video Editing","display_name":"GLANCE: A Global-Local Coordination Multi-Agent Framework for Music-Grounded Non-Linear Video Editing","publication_year":2026,"publication_date":"2026-04-06","ids":{"openalex":"https://openalex.org/W7151965822","doi":"https://doi.org/10.48550/arxiv.2604.05076"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.05076","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.05076","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.2604.05076","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133237509","display_name":"Zihao Lin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lin, Zihao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133193185","display_name":"Haibo Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Haibo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133199310","display_name":"Zhiyang Xu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu, Zhiyang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126922881","display_name":"Siyao Dai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dai, Siyao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133232790","display_name":"Huanjie Dong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dong, Huanjie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133188701","display_name":"Xiaohan Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Xiaohan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133222487","display_name":"Yolo Y. Tang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tang, Yolo Y.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133209562","display_name":"Yixin Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Yixin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133190533","display_name":"Qifan Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Qifan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5133156743","display_name":"Lifu Huang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huang, Lifu","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/T11439","display_name":"Video Analysis and Summarization","score":0.4921000003814697,"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/T11439","display_name":"Video Analysis and Summarization","score":0.4921000003814697,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.09709999710321426,"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/T12720","display_name":"Multimedia Communication and Technology","score":0.07360000163316727,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6266000270843506},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.560699999332428},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5533000230789185},{"id":"https://openalex.org/keywords/timeline","display_name":"Timeline","score":0.5428000092506409},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5396000146865845},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4514000117778778},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.44530001282691956},{"id":"https://openalex.org/keywords/collaborative-editing","display_name":"Collaborative editing","score":0.40639999508857727},{"id":"https://openalex.org/keywords/human-in-the-loop","display_name":"Human-in-the-loop","score":0.3959999978542328},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.3790999948978424}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8427000045776367},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6266000270843506},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.560699999332428},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5533000230789185},{"id":"https://openalex.org/C4438859","wikidata":"https://www.wikidata.org/wiki/Q186117","display_name":"Timeline","level":2,"score":0.5428000092506409},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5396000146865845},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4514000117778778},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.44530001282691956},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4097000062465668},{"id":"https://openalex.org/C2780967703","wikidata":"https://www.wikidata.org/wiki/Q2571389","display_name":"Collaborative editing","level":2,"score":0.40639999508857727},{"id":"https://openalex.org/C2780626000","wikidata":"https://www.wikidata.org/wiki/Q5936775","display_name":"Human-in-the-loop","level":2,"score":0.3959999978542328},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3790999948978424},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.3781999945640564},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.36800000071525574},{"id":"https://openalex.org/C137402728","wikidata":"https://www.wikidata.org/wiki/Q1330119","display_name":"Non-linear editing system","level":5,"score":0.36480000615119934},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.3580000102519989},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.3382999897003174},{"id":"https://openalex.org/C2780310081","wikidata":"https://www.wikidata.org/wiki/Q1154312","display_name":"Video editing","level":2,"score":0.3181000053882599},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.30250000953674316},{"id":"https://openalex.org/C2776674983","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image editing","level":3,"score":0.2978000044822693},{"id":"https://openalex.org/C196126337","wikidata":"https://www.wikidata.org/wiki/Q821080","display_name":"Mashup","level":4,"score":0.29499998688697815},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.290800005197525},{"id":"https://openalex.org/C2776544517","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Unexpected events","level":2,"score":0.2888999879360199},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.28369998931884766},{"id":"https://openalex.org/C199776023","wikidata":"https://www.wikidata.org/wiki/Q202875","display_name":"Negotiation","level":2,"score":0.2809999883174896},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.27959999442100525},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.2784000039100647},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.2743000090122223},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.2671000063419342},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2669999897480011},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.26589998602867126},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.2637999951839447},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.2619999945163727},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.25380000472068787}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.05076","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.05076","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.2604.05076","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.05076","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":{"Music-grounded":[0],"mashup":[1],"video":[2,9,76],"creation":[3],"is":[4],"a":[5,13,17,68,80,124,137,147,159],"challenging":[6],"form":[7],"of":[8,23,229,237],"non-linear":[10],"editing,":[11],"where":[12],"system":[14],"must":[15],"compose":[16],"coherent":[18],"timeline":[19],"from":[20],"large":[21],"collections":[22],"source":[24,60],"videos":[25,232],"while":[26],"aligning":[27],"with":[28,129],"music":[29,172],"rhythm,":[30],"user":[31],"intent,":[32],"story":[33],"completeness,":[34],"and":[35,58,93,96,108,115,132,146,171,174,194,216,233],"long-range":[36],"structural":[37],"constraints.":[38],"Existing":[39],"approaches":[40],"typically":[41],"rely":[42],"on":[43,218],"fixed":[44],"pipelines":[45],"or":[46],"simplified":[47],"retrieval-and-concatenation":[48],"paradigms,":[49],"limiting":[50],"their":[51,109],"ability":[52],"to":[53,55],"adapt":[54],"diverse":[56],"prompts":[57],"heterogeneous":[59],"materials.":[61],"In":[62],"this":[63],"paper,":[64],"we":[65,122,156],"present":[66],"GLANCE,":[67],"global-local":[69,126],"coordination":[70,127],"multi-agent":[71],"framework":[72,179],"for":[73,83,104,180],"music-grounded":[74],"nonlinear":[75],"editing.":[77],"GLANCE":[78,188,208],"adopts":[79,100],"bi-loop":[81],"architecture":[82],"better":[84],"editing":[85,106,164],"practice:":[86],"an":[87,97,176],"outer":[88],"loop":[89,99],"performs":[90],"long-horizon":[91],"planning":[92],"task-graph":[94],"construction,":[95],"inner":[98],"the":[101,113,199,206,211,227,230,235,238],"\"Observe-Think-Act-Verify\"":[102],"flow":[103],"segment-wise":[105],"tasks":[107],"refinements.":[110],"To":[111,152],"address":[112],"cross-segment":[114],"global":[116],"conflict":[117,142],"emerging":[118],"after":[119],"subtimelines":[120],"composition,":[121],"introduce":[123],"dedicated":[125],"mechanism":[128],"both":[130],"preventive":[131],"corrective":[133],"components,":[134],"which":[135],"includes":[136],"novelly":[138],"designed":[139],"context":[140],"controller,":[141],"region":[143],"decomposition":[144],"module,":[145],"bottom-up":[148],"dynamic":[149],"negotiation":[150],"mechanism.":[151],"support":[153],"rigorous":[154],"evaluation,":[155],"construct":[157],"MVEBench,":[158],"new":[160],"benchmark":[161],"that":[162,187],"factorizes":[163],"difficulty":[165],"along":[166],"task":[167,220],"type,":[168],"prompt":[169],"specificity,":[170],"length,":[173],"propose":[175],"agent-as-a-judge":[177],"evaluation":[178,224,240],"scalable":[181],"multi-dimensional":[182],"assessment.":[183],"Experimental":[184],"results":[185],"show":[186],"consistently":[189],"outperforms":[190],"prior":[191],"research":[192],"baselines":[193,197],"open-source":[195],"product":[196],"under":[198],"same":[200],"backbone":[201],"models.":[202],"With":[203],"GPT-4o-mini":[204],"as":[205],"backbone,":[207],"improves":[209],"over":[210],"strongest":[212],"baseline":[213],"by":[214],"33.2%":[215],"15.6%":[217],"two":[219],"settings,":[221],"respectively.":[222],"Human":[223],"further":[225],"confirms":[226],"quality":[228],"generated":[231],"validates":[234],"effectiveness":[236],"proposed":[239],"framework.":[241]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-04-09T00:00:00"}
