{"id":"https://openalex.org/W4396722529","doi":"https://doi.org/10.1145/3589334.3645682","title":"GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks","display_name":"GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks","publication_year":2024,"publication_date":"2024-05-08","ids":{"openalex":"https://openalex.org/W4396722529","doi":"https://doi.org/10.1145/3589334.3645682"},"language":"en","primary_location":{"id":"doi:10.1145/3589334.3645682","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3589334.3645682","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Web Conference 2024","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048568309","display_name":"Mengmei Zhang","orcid":"https://orcid.org/0000-0002-4581-0977"},"institutions":[{"id":"https://openalex.org/I4210136246","display_name":"China Telecom (China)","ror":"https://ror.org/03jgnzt20","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210136246"]},{"id":"https://openalex.org/I4387153335","display_name":"China Telecom","ror":"https://ror.org/05p67dv18","country_code":null,"type":"company","lineage":["https://openalex.org/I4387153335"]},{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mengmei Zhang","raw_affiliation_strings":["Alibaba Group Holding Limited & China Telecom Bestpay, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4581-0977","affiliations":[{"raw_affiliation_string":"Alibaba Group Holding Limited & China Telecom Bestpay, Hangzhou, China","institution_ids":["https://openalex.org/I45928872","https://openalex.org/I4210136246","https://openalex.org/I4387153335"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mingwei Sun","orcid":"https://orcid.org/0000-0003-4613-244X"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingwei Sun","raw_affiliation_strings":["Alibaba Group Holding Limited, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-4613-244X","affiliations":[{"raw_affiliation_string":"Alibaba Group Holding Limited, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007868298","display_name":"Puying Wang","orcid":"https://orcid.org/0009-0003-7371-3511"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Wang","raw_affiliation_strings":["Alibaba Group Holding Limited, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0003-7371-3511","affiliations":[{"raw_affiliation_string":"Alibaba Group Holding Limited, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010593698","display_name":"Shen Fan","orcid":"https://orcid.org/0009-0002-9099-0679"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shen Fan","raw_affiliation_strings":["Alibaba Group Holding Limited, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0002-9099-0679","affiliations":[{"raw_affiliation_string":"Alibaba Group Holding Limited, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087878498","display_name":"Yanhu Mo","orcid":"https://orcid.org/0000-0001-6576-6005"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanhu Mo","raw_affiliation_strings":["Alibaba Group Holding Limited, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-6576-6005","affiliations":[{"raw_affiliation_string":"Alibaba Group Holding Limited, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114860843","display_name":"Xiaoxiao Xu","orcid":"https://orcid.org/0000-0003-0189-8601"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxiao Xu","raw_affiliation_strings":["Alibaba Group Holding Limited, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0189-8601","affiliations":[{"raw_affiliation_string":"Alibaba Group Holding Limited, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045340396","display_name":"Hong Liu","orcid":"https://orcid.org/0000-0002-8790-7478"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Liu","raw_affiliation_strings":["Alibaba Group Holding Limited, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-8790-7478","affiliations":[{"raw_affiliation_string":"Alibaba Group Holding Limited, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060417049","display_name":"Cheng Yang","orcid":"https://orcid.org/0000-0001-7821-0030"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Yang","raw_affiliation_strings":["Peng Cheng Laboratory, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-7821-0030","affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100705849","display_name":"Chuan Shi","orcid":"https://orcid.org/0000-0002-3734-0266"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuan Shi","raw_affiliation_strings":["Peng Cheng Laboratory, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-3734-0266","affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5048568309"],"corresponding_institution_ids":["https://openalex.org/I4210136246","https://openalex.org/I4387153335","https://openalex.org/I45928872"],"apc_list":null,"apc_paid":null,"fwci":12.9166,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.98979794,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1003","last_page":"1014"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10028","display_name":"Topic Modeling","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9595999717712402,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8461974263191223},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5292180180549622},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.5002555847167969},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.48280608654022217},{"id":"https://openalex.org/keywords/dilemma","display_name":"Dilemma","score":0.42662250995635986},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34091275930404663},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3352086544036865}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8461974263191223},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5292180180549622},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.5002555847167969},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.48280608654022217},{"id":"https://openalex.org/C2778496695","wikidata":"https://www.wikidata.org/wiki/Q254128","display_name":"Dilemma","level":2,"score":0.42662250995635986},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34091275930404663},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3352086544036865},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3589334.3645682","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3589334.3645682","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Web Conference 2024","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2154851992","https://openalex.org/W2604942799","https://openalex.org/W2970929262","https://openalex.org/W3104097132","https://openalex.org/W3133702157","https://openalex.org/W4290877635","https://openalex.org/W4367046771","https://openalex.org/W4383468961","https://openalex.org/W4385568277"],"related_works":["https://openalex.org/W2350209916","https://openalex.org/W2475524763","https://openalex.org/W2363851383","https://openalex.org/W2354517252","https://openalex.org/W2387460998","https://openalex.org/W2356631479","https://openalex.org/W2386467653","https://openalex.org/W1811296007","https://openalex.org/W2482596426","https://openalex.org/W4386266213"],"abstract_inverted_index":{"Large":[0],"language":[1,164,206],"models":[2,41],"(LLMs)":[3],"like":[4],"ChatGPT,":[5],"exhibit":[6],"powerful":[7,39],"zero-shot":[8,186],"and":[9,69,95,112,146,173],"instruction-following":[10],"capabilities,":[11],"have":[12,59],"catalyzed":[13],"a":[14,49,75,81,98,132,167,199],"revolutionary":[15],"transformation":[16],"across":[17,198],"diverse":[18],"fields,":[19],"especially":[20],"for":[21,124,170],"open-ended":[22,70,122,174,203],"tasks.":[23,175],"While":[24],"the":[25,31,35,67,92,108,114,137,179],"idea":[26],"is":[27,210],"less":[28],"explored":[29],"in":[30,48],"graph":[32,40,190],"domain,":[33],"despite":[34],"availability":[36],"of":[37,117,135,181,202],"numerous":[38],"(GMs),":[42],"they":[43,62],"are":[44],"restricted":[45],"to":[46,57,64,90,103,106,119,159],"tasks":[47,110,123,204],"pre-defined":[50,68,109,172],"form.":[51],"Although":[52],"several":[53],"methods":[54],"applying":[55],"LLMs":[56,118],"graphs":[58],"been":[60],"proposed,":[61],"fail":[63],"simultaneously":[65],"handle":[66,107],"tasks,":[71],"with":[72],"LLM":[73,96,158],"as":[74,80],"node":[76,142,151,187],"feature":[77],"enhancer":[78],"or":[79],"standalone":[82],"predictor.":[83],"To":[84,126],"break":[85],"this":[86],"dilemma,":[87],"we":[88,130],"propose":[89,131],"bridge":[91],"pretrained":[93],"GM":[94,105],"by":[97],"Translator,":[99,129],"named":[100],"GraphTranslator,":[101],"aiming":[102],"leverage":[104],"effectively":[111],"utilize":[113],"extended":[115],"interface":[116],"offer":[120],"various":[121],"GM.":[125],"train":[127],"such":[128],"Producer":[133],"capable":[134],"constructing":[136],"graph-text":[138],"alignment":[139],"data":[140],"along":[141],"information,":[143],"neighbor":[144],"information":[145],"model":[147],"information.":[148],"By":[149],"translating":[150],"representation":[152],"into":[153],"tokens,":[154],"GraphTranslator":[155,184,196],"empowers":[156],"an":[157],"make":[160],"predictions":[161],"based":[162],"on":[163,185],"instructions,":[165],"providing":[166],"unified":[168],"perspective":[169],"both":[171],"Extensive":[176],"results":[177],"demonstrate":[178],"effectiveness":[180],"our":[182,195],"proposed":[183],"classification.":[188],"The":[189],"question":[191],"answering":[192],"experiments":[193],"reveal":[194],"potential":[197],"broad":[200],"spectrum":[201],"through":[205],"instructions.":[207],"Our":[208],"code":[209],"available":[211],"at:":[212],"https://github.com/alibaba/GraphTranslator":[213]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":31},{"year":2024,"cited_by_count":3}],"updated_date":"2026-05-08T15:41:06.802602","created_date":"2025-10-10T00:00:00"}