{"id":"https://openalex.org/W4311032311","doi":"https://doi.org/10.1587/transinf.2022edl8050","title":"GRAPHULY: GRAPH U-Nets-Based Multi-Level Graph LaYout","display_name":"GRAPHULY: GRAPH U-Nets-Based Multi-Level Graph LaYout","publication_year":2022,"publication_date":"2022-11-30","ids":{"openalex":"https://openalex.org/W4311032311","doi":"https://doi.org/10.1587/transinf.2022edl8050"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2022edl8050","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2022edl8050","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E105.D/12/E105.D_2022EDL8050/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/E105.D/12/E105.D_2022EDL8050/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054181879","display_name":"Kai Yan","orcid":"https://orcid.org/0000-0002-4960-7108"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kai YAN","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101661008","display_name":"Tiejun Zhao","orcid":"https://orcid.org/0000-0003-4659-4935"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiejun ZHAO","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108053327","display_name":"Muyun Yang","orcid":"https://orcid.org/0000-0002-5940-0266"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muyun YANG","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5054181879"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11396038,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"E105.D","issue":"12","first_page":"2135","last_page":"2138"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":1.0,"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/T10799","display_name":"Data Visualization and Analytics","score":1.0,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9915000200271606,"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/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9745000004768372,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7776519060134888},{"id":"https://openalex.org/keywords/graph-layout","display_name":"Graph Layout","score":0.6448508501052856},{"id":"https://openalex.org/keywords/graph-drawing","display_name":"Graph drawing","score":0.5674654841423035},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5426604747772217},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4646539092063904},{"id":"https://openalex.org/keywords/butterfly-graph","display_name":"Butterfly graph","score":0.4415217936038971},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4365554451942444},{"id":"https://openalex.org/keywords/null-graph","display_name":"Null graph","score":0.42375072836875916},{"id":"https://openalex.org/keywords/voltage-graph","display_name":"Voltage graph","score":0.32845938205718994},{"id":"https://openalex.org/keywords/line-graph","display_name":"Line graph","score":0.28820645809173584},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21607956290245056}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7776519060134888},{"id":"https://openalex.org/C2911174283","wikidata":"https://www.wikidata.org/wiki/Q739462","display_name":"Graph Layout","level":4,"score":0.6448508501052856},{"id":"https://openalex.org/C112953755","wikidata":"https://www.wikidata.org/wiki/Q739462","display_name":"Graph drawing","level":3,"score":0.5674654841423035},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5426604747772217},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4646539092063904},{"id":"https://openalex.org/C18819970","wikidata":"https://www.wikidata.org/wiki/Q3035340","display_name":"Butterfly graph","level":5,"score":0.4415217936038971},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4365554451942444},{"id":"https://openalex.org/C17169500","wikidata":"https://www.wikidata.org/wiki/Q3033506","display_name":"Null graph","level":5,"score":0.42375072836875916},{"id":"https://openalex.org/C22149727","wikidata":"https://www.wikidata.org/wiki/Q7940747","display_name":"Voltage graph","level":4,"score":0.32845938205718994},{"id":"https://openalex.org/C203776342","wikidata":"https://www.wikidata.org/wiki/Q1378376","display_name":"Line graph","level":3,"score":0.28820645809173584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21607956290245056}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.2022edl8050","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2022edl8050","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E105.D/12/E105.D_2022EDL8050/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2022edl8050","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2022edl8050","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E105.D/12/E105.D_2022EDL8050/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4311032311.pdf","grobid_xml":"https://content.openalex.org/works/W4311032311.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1504716054","https://openalex.org/W2075220720","https://openalex.org/W2107139603","https://openalex.org/W2129084377","https://openalex.org/W2519887557","https://openalex.org/W2755988167","https://openalex.org/W2937799102","https://openalex.org/W2969225252","https://openalex.org/W3169575312","https://openalex.org/W3180152445","https://openalex.org/W3199723057","https://openalex.org/W4206237030"],"related_works":["https://openalex.org/W2954009223","https://openalex.org/W2793949464","https://openalex.org/W1999761254","https://openalex.org/W2186620206","https://openalex.org/W3134586934","https://openalex.org/W2389503661","https://openalex.org/W2065459306","https://openalex.org/W1964926519","https://openalex.org/W2014355235","https://openalex.org/W3014299506"],"abstract_inverted_index":{"Graph":[0],"layout":[1,21,28,55],"is":[2],"a":[3,13,47,62,66],"critical":[4],"component":[5],"in":[6,78],"graph":[7,14,20,27,33,67,79],"visualization.":[8,80],"This":[9],"paper":[10],"proposes":[11],"GRAPHULY,":[12],"u-nets-based":[15],"neural":[16],"network,":[17],"for":[18],"end-to-end":[19],"generation.":[22],"GRAPHULY":[23,77],"learns":[24],"the":[25,54,59,72],"multi-level":[26,48],"process":[29],"and":[30,46,65,70,74],"can":[31],"generate":[32],"layouts":[34],"without":[35],"iterative":[36],"calculation.":[37],"We":[38,57],"also":[39],"propose":[40],"to":[41,52],"use":[42],"Laplacian":[43],"positional":[44],"encoding":[45],"loss":[49],"fusion":[50],"strategy":[51],"improve":[53],"learning.":[56],"evaluate":[58],"model":[60],"with":[61],"random":[63],"dataset":[64,69],"drawing":[68],"showcase":[71],"effectiveness":[73],"efficiency":[75],"of":[76]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
