{"id":"https://openalex.org/W7160958579","doi":"https://doi.org/10.48550/arxiv.2605.10341","title":"PaperFit: Vision-in-the-Loop Typesetting Optimization for Scientific Documents","display_name":"PaperFit: Vision-in-the-Loop Typesetting Optimization for Scientific Documents","publication_year":2026,"publication_date":"2026-05-11","ids":{"openalex":"https://openalex.org/W7160958579","doi":"https://doi.org/10.48550/arxiv.2605.10341"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.10341","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.10341","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.2605.10341","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5135945693","display_name":"Bihui Yu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yu, Bihui","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135921043","display_name":"Xinglong Xu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu, Xinglong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135961216","display_name":"Junjie Jiang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiang, Junjie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135981086","display_name":"Jiabei Cheng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cheng, Jiabei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135992647","display_name":"Caijun Jia","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jia, Caijun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135992444","display_name":"Siyuan Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Siyuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101615091","display_name":"Conghui He","orcid":"https://orcid.org/0000-0001-8697-695X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"He, Conghui","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101761718","display_name":"Jingxuan Wei","orcid":"https://orcid.org/0000-0001-8520-6347"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wei, Jingxuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5100877979","display_name":"Cheng Tan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tan, Cheng","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/T13523","display_name":"Mathematics, Computing, and Information Processing","score":0.3066999912261963,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T13523","display_name":"Mathematics, Computing, and Information Processing","score":0.3066999912261963,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12377","display_name":"Digital Humanities and Scholarship","score":0.13410000503063202,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10789","display_name":"Interactive and Immersive Displays","score":0.11680000275373459,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/bridging","display_name":"Bridging (networking)","score":0.6007000207901001},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5196999907493591},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5175999999046326},{"id":"https://openalex.org/keywords/forcing","display_name":"Forcing (mathematics)","score":0.4738999903202057},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.4417000114917755},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4235999882221222},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4009999930858612}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8346999883651733},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.6007000207901001},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5196999907493591},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5175999999046326},{"id":"https://openalex.org/C197115733","wikidata":"https://www.wikidata.org/wiki/Q1003136","display_name":"Forcing (mathematics)","level":2,"score":0.4738999903202057},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.4417000114917755},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4235999882221222},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.42289999127388},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4189999997615814},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4009999930858612},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.39570000767707825},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.35569998621940613},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.33980000019073486},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3203999996185303},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.2757999897003174},{"id":"https://openalex.org/C182449105","wikidata":"https://www.wikidata.org/wiki/Q3099732","display_name":"Technical report","level":2,"score":0.2745000123977661},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.263700008392334},{"id":"https://openalex.org/C139571649","wikidata":"https://www.wikidata.org/wiki/Q1156793","display_name":"Program optimization","level":3,"score":0.2581999897956848}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.10341","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.10341","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.2605.10341","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.10341","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":[{"id":"https://metadata.un.org/sdg/1","display_name":"No poverty","score":0.6785645484924316}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"A":[0],"LaTeX":[1,100],"manuscript":[2],"that":[3,132,165,175,189],"compiles":[4],"without":[5],"error":[6],"is":[7],"not":[8],"necessarily":[9],"publication-ready.":[10],"The":[11],"resulting":[12],"PDFs":[13],"frequently":[14],"suffer":[15],"from":[16,179],"misplaced":[17],"floats,":[18],"overflowing":[19],"equations,":[20],"inconsistent":[21],"table":[22],"scaling,":[23],"widow":[24],"and":[25,28,50,112,115,138,155,188],"orphan":[26],"lines,":[27],"poor":[29],"page":[30],"balance,":[31],"forcing":[32],"authors":[33],"into":[34,102],"repetitive":[35],"compile-inspect-edit":[36],"cycles.":[37],"Rule-based":[38],"tools":[39],"are":[40],"blind":[41],"to":[42,60,123,182],"rendered":[43],"visuals,":[44],"operating":[45],"only":[46],"on":[47],"source":[48,181],"code":[49],"log":[51],"files.":[52],"Text-only":[53],"LLMs":[54],"perform":[55],"open-loop":[56],"text":[57],"editing,":[58],"unable":[59],"predict":[61],"or":[62],"verify":[63],"the":[64,94,177,197],"two-dimensional":[65],"layout":[66],"consequences":[67],"of":[68,96,120],"their":[69],"changes.":[70],"Reliable":[71],"typesetting":[72,121],"optimization":[73,187],"therefore":[74],"requires":[75,185],"a":[76,98,103,117,129,171,192],"visual":[77,110],"closed":[78],"loop":[79],"with":[80,148],"verification":[81,111],"after":[82],"every":[83],"edit.":[84],"We":[85,126],"formalize":[86],"this":[87],"problem":[88],"as":[89],"Visual":[90],"Typesetting":[91],"Optimization":[92],"(VTO),":[93],"task":[95],"transforming":[97],"compilable":[99,180],"paper":[101],"visually":[104],"polished,":[105],"page-budget-compliant":[106],"PDF":[107,184],"through":[108],"iterative":[109],"source-level":[113],"revision,":[114],"introduce":[116],"five-category":[118],"taxonomy":[119],"defects":[122],"guide":[124],"diagnosis.":[125],"present":[127],"PaperFit,":[128],"vision-in-the-loop":[130,186],"agent":[131],"iteratively":[133],"renders":[134],"pages,":[135],"diagnoses":[136],"defects,":[137],"applies":[139],"constrained":[140],"repairs.":[141],"To":[142],"benchmark":[143],"VTO,":[144],"we":[145],"construct":[146],"PaperFit-Bench":[147],"200":[149],"papers":[150],"across":[151],"10":[152],"venue":[153],"templates":[154],"13":[156],"defect":[157],"types":[158],"at":[159],"different":[160],"difficulty.":[161],"Extensive":[162],"experiments":[163],"show":[164],"PaperFit":[166],"outperforms":[167],"all":[168],"baselines":[169],"by":[170],"large":[172],"margin,":[173],"establishing":[174],"bridging":[176],"gap":[178],"publication-ready":[183],"VTO":[190],"constitutes":[191],"critical":[193],"missing":[194],"stage":[195],"in":[196],"document":[198],"automation":[199],"pipeline.":[200]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-05-13T00:00:00"}