{"id":"https://openalex.org/W4416186453","doi":"https://doi.org/10.1145/3774905.3793109","title":"<scp>TrustResearcher:</scp> Automating Knowledge-Grounded and Transparent Research Ideation with Multi-Agent Collaboration","display_name":"<scp>TrustResearcher:</scp> Automating Knowledge-Grounded and Transparent Research Ideation with Multi-Agent Collaboration","publication_year":2026,"publication_date":"2026-05-28","ids":{"openalex":"https://openalex.org/W4416186453","doi":"https://doi.org/10.1145/3774905.3793109"},"language":null,"primary_location":{"id":"doi:10.1145/3774905.3793109","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3774905.3793109","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2026","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3774905.3793109","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101805947","display_name":"Jiawei Zhou","orcid":"https://orcid.org/0000-0001-5590-6270"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawei Zhou","raw_affiliation_strings":["ACEM, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0004-9182-5223","affiliations":[{"raw_affiliation_string":"ACEM, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ruicheng Zhu","orcid":"https://orcid.org/0009-0000-8653-6460"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruicheng Zhu","raw_affiliation_strings":["ACEM, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0000-8653-6460","affiliations":[{"raw_affiliation_string":"ACEM, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114245244","display_name":"M. Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengshi Chen","raw_affiliation_strings":["ACEM, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0006-8919-0905","affiliations":[{"raw_affiliation_string":"ACEM, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100424795","display_name":"Jianwei Wang","orcid":"https://orcid.org/0000-0003-0678-0012"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jianwei Wang","raw_affiliation_strings":["University of New South Wales, Sydney, Australia"],"raw_orcid":"https://orcid.org/0009-0000-7887-4179","affiliations":[{"raw_affiliation_string":"University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100437058","display_name":"Kai Wang","orcid":"https://orcid.org/0000-0002-8135-2854"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Wang","raw_affiliation_strings":["ACEM, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-3123-2184","affiliations":[{"raw_affiliation_string":"ACEM, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"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":"93","last_page":"96"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.24390000104904175,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.24390000104904175,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.16439999639987946,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.059700001031160355,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.6496999859809875},{"id":"https://openalex.org/keywords/ideation","display_name":"Ideation","score":0.5479000210762024},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.48089998960494995},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.46149998903274536},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3675000071525574},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.36230000853538513},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.34220001101493835}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.741100013256073},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.6496999859809875},{"id":"https://openalex.org/C170477896","wikidata":"https://www.wikidata.org/wiki/Q17039022","display_name":"Ideation","level":2,"score":0.5479000210762024},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.48089998960494995},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4805999994277954},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.46149998903274536},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.41670000553131104},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3675000071525574},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.36230000853538513},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.34220001101493835},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3375000059604645},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3221000134944916},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.28200000524520874},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2750999927520752},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.2662999927997589},{"id":"https://openalex.org/C115925183","wikidata":"https://www.wikidata.org/wiki/Q1412694","display_name":"Knowledge-based systems","level":2,"score":0.26030001044273376},{"id":"https://openalex.org/C31352089","wikidata":"https://www.wikidata.org/wiki/Q3750474","display_name":"Systems design","level":2,"score":0.25850000977516174},{"id":"https://openalex.org/C51929080","wikidata":"https://www.wikidata.org/wiki/Q2425187","display_name":"Codebase","level":3,"score":0.257999986410141},{"id":"https://openalex.org/C527821871","wikidata":"https://www.wikidata.org/wiki/Q228502","display_name":"Access control","level":2,"score":0.25699999928474426},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.2500999867916107}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3774905.3793109","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3774905.3793109","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2026","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2510.20844","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2510.20844","pdf_url":"https://arxiv.org/pdf/2510.20844","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2510.20844","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2510.20844","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.1145/3774905.3793109","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3774905.3793109","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2026","raw_type":"proceedings-article"},"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":{"Agentic":[0],"systems":[1,15],"have":[2],"recently":[3],"emerged":[4],"as":[5],"a":[6,30,47,120],"promising":[7],"tool":[8],"to":[9],"automate":[10],"literature-based":[11],"ideation.":[12,38],"However,":[13],"current":[14],"often":[16],"remain":[17],"black-box,":[18],"with":[19,132],"limited":[20],"transparency":[21],"or":[22],"control":[23],"for":[24,34,86],"researchers.":[25],"Our":[26,96],"work":[27],"introduces":[28],"TrustResearcher,":[29],"multi-agent":[31],"demo":[32,138],"system":[33,74],"knowledge-grounded":[35],"and":[36,62,83,92,134,139],"transparent":[37],"Specifically,":[39],"TrustResearcher":[40,118],"integrates":[41],"meticulously":[42],"designed":[43],"four":[44],"stages":[45],"into":[46],"unified":[48],"framework:":[49],"(A)":[50],"Structured":[51],"Knowledge":[52],"Curation,":[53],"(B)":[54],"Diversified":[55],"Idea":[56,60],"Generation,":[57],"(C)":[58],"Multi-stage":[59],"Selection,":[61],"(D)":[63],"Expert":[64],"Panel":[65],"Review":[66],"&":[67],"Synthesis.":[68],"Different":[69],"from":[70],"prior":[71],"pipelines,":[72],"our":[73],"not":[75],"only":[76],"exposes":[77],"intermediate":[78],"reasoning":[79],"states,":[80],"execution":[81],"logs,":[82],"configurable":[84],"agents":[85],"inspections,":[87],"but":[88],"also":[89,99],"enables":[90],"diverse":[91],"evidence-aligned":[93],"idea":[94],"generation.":[95],"design":[97],"is":[98],"domain-agnostic,":[100],"where":[101,126],"the":[102],"same":[103],"pipeline":[104],"can":[105],"be":[106],"instantiated":[107],"in":[108],"any":[109],"scientific":[110],"field.":[111],"As":[112],"an":[113],"illustrative":[114],"case,":[115],"we":[116],"demonstrate":[117],"on":[119],"graph-mining":[121],"scenario":[122],"(k-truss":[123],"breaking":[124],"problem),":[125],"it":[127],"generates":[128],"distinct,":[129],"plausible":[130],"candidates":[131],"evidence":[133],"critiques.":[135],"A":[136],"live":[137],"source":[140],"code":[141],"are":[142],"available":[143],"at":[144],"https://github.com/valleysprings/TrustResearcher.":[145]},"counts_by_year":[],"updated_date":"2026-07-17T09:13:05.818461","created_date":"2025-10-28T00:00:00"}