{"id":"https://openalex.org/W7162560069","doi":"https://doi.org/10.48550/arxiv.2605.26149","title":"AnySurf: Any Surface Generation with Directed Edge","display_name":"AnySurf: Any Surface Generation with Directed Edge","publication_year":2026,"publication_date":"2026-05-23","ids":{"openalex":"https://openalex.org/W7162560069","doi":"https://doi.org/10.48550/arxiv.2605.26149"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.26149","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.26149","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.2605.26149","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5134408687","display_name":"Wenda Shi","orcid":"https://orcid.org/0009-0007-5725-756X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shi, Wenda","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137135945","display_name":"Chenyuan Pan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pan, Chenyuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137165860","display_name":"Dengming Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Dengming","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137151441","display_name":"Yiren Song","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Song, Yiren","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137130738","display_name":"Biao Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Biao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5137088331","display_name":"Xingxing Zou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zou, Xingxing","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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9789000153541565,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9789000153541565,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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":0.014700000174343586,"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"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.0024999999441206455,"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/polygon-mesh","display_name":"Polygon mesh","score":0.6711999773979187},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.6711000204086304},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6394000053405762},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.6238999962806702},{"id":"https://openalex.org/keywords/mesh-generation","display_name":"Mesh generation","score":0.5795000195503235},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5410000085830688},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5062999725341797},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.45260000228881836},{"id":"https://openalex.org/keywords/3d-printing","display_name":"3D printing","score":0.43560001254081726}],"concepts":[{"id":"https://openalex.org/C31487907","wikidata":"https://www.wikidata.org/wiki/Q1154597","display_name":"Polygon mesh","level":2,"score":0.6711999773979187},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.6711000204086304},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6394000053405762},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.6238999962806702},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6177999973297119},{"id":"https://openalex.org/C181145010","wikidata":"https://www.wikidata.org/wiki/Q4418033","display_name":"Mesh generation","level":3,"score":0.5795000195503235},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5410000085830688},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5062999725341797},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.49399998784065247},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.45260000228881836},{"id":"https://openalex.org/C524769229","wikidata":"https://www.wikidata.org/wiki/Q229367","display_name":"3D printing","level":2,"score":0.43560001254081726},{"id":"https://openalex.org/C108882727","wikidata":"https://www.wikidata.org/wiki/Q2991685","display_name":"Solid modeling","level":2,"score":0.43290001153945923},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.40869998931884766},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3686999976634979},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.352400004863739},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.34630000591278076},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.3440000116825104},{"id":"https://openalex.org/C104065381","wikidata":"https://www.wikidata.org/wiki/Q1002535","display_name":"Geometric modeling","level":2,"score":0.3384000062942505},{"id":"https://openalex.org/C194401833","wikidata":"https://www.wikidata.org/wiki/Q3456889","display_name":"Triangle mesh","level":3,"score":0.2964000105857849},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.2955000102519989},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.28949999809265137},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.2879999876022339},{"id":"https://openalex.org/C29123130","wikidata":"https://www.wikidata.org/wiki/Q874709","display_name":"Computational geometry","level":2,"score":0.28360000252723694},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.27880001068115234},{"id":"https://openalex.org/C2777897806","wikidata":"https://www.wikidata.org/wiki/Q568742","display_name":"3D modeling","level":2,"score":0.27549999952316284},{"id":"https://openalex.org/C2187777","wikidata":"https://www.wikidata.org/wiki/Q1071743","display_name":"Parametric surface","level":3,"score":0.2750999927520752},{"id":"https://openalex.org/C2983843516","wikidata":"https://www.wikidata.org/wiki/Q11828862","display_name":"Clothing industry","level":3,"score":0.26910001039505005},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2687999904155731},{"id":"https://openalex.org/C2779521785","wikidata":"https://www.wikidata.org/wiki/Q5535529","display_name":"Geometry processing","level":3,"score":0.2687000036239624},{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.2606000006198883},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2563000023365021},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2542000114917755},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.2513999938964844}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.26149","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.26149","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.2605.26149","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.26149","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/9","display_name":"Industry, innovation and infrastructure","score":0.4297839403152466}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Open":[0],"surface":[1,23,79],"components":[2],"prevail":[3],"in":[4],"real":[5],"industrial":[6,151],"3D":[7,41,57,98,164],"content":[8],"and":[9,14,37,48,53,62,84,96,127,153,173],"support":[10],"rendering,":[11],"physical":[12],"simulation":[13],"geometric":[15],"editing.":[16],"Garments":[17],"serve":[18],"as":[19],"a":[20,90,128,162],"typical":[21],"open":[22,70,78],"type,":[24],"with":[25,100,131],"numerous":[26],"existing":[27],"generation":[28,143,165],"methods":[29],"leveraging":[30],"sewing":[31],"patterns":[32],"to":[33,51,64],"generate":[34],"2D":[35],"panels":[36],"stitch":[38],"them":[39],"into":[40,161],"shapes.":[42],"Such":[43],"domain-specific":[44],"designs":[45],"lack":[46],"scalability":[47],"cannot":[49],"generalize":[50],"shoes":[52],"accessories.":[54,155],"Common":[55],"field-based":[56],"generators":[58],"prioritize":[59],"watertight":[60],"meshes":[61],"tend":[63],"create":[65],"flawed":[66],"double-layer":[67],"structures":[68],"on":[69,105],"surfaces.":[71],"Though":[72],"Trellis2":[73],"adopts":[74],"field-free":[75],"representation,":[76],"its":[77],"results":[80,168],"still":[81],"contain":[82],"normal":[83,115],"topology":[85],"errors.":[86],"We":[87,122,145],"present":[88],"AnySurf,":[89],"unified":[91],"framework":[92],"generating":[93],"open,":[94],"closed":[95,154],"hybrid":[97],"surfaces":[99],"accurate":[101],"face":[102],"orientation.":[103],"Built":[104],"directed-edge":[106],"enhanced":[107],"Flexible":[108],"Dual":[109],"Grid":[110],"(FDG-D),":[111],"our":[112],"representation":[113],"retains":[114],"direction":[116],"information":[117],"via":[118],"oriented":[119],"grid":[120],"edges.":[121],"also":[123],"propose":[124],"ROS-FT":[125],"post-training":[126],"lightweight":[129],"DE-Adapter":[130],"merely":[132],"1%":[133],"extra":[134],"parameters,":[135],"facilitating":[136],"directed":[137],"edge":[138],"learning":[139],"while":[140],"preserving":[141],"original":[142],"performance.":[144],"further":[146],"construct":[147],"Outfit3D":[148],"dataset":[149],"containing":[150],"garments":[152],"Our":[156],"work":[157],"transforms":[158],"garment":[159],"modeling":[160],"universal":[163],"task.":[166],"Experimental":[167],"demonstrate":[169],"superior":[170],"mesh":[171],"quality":[172],"better":[174],"practicality":[175],"for":[176],"downstream":[177],"applications.":[178]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-05-28T00:00:00"}