{"id":"https://openalex.org/W7155395277","doi":"https://doi.org/10.48550/arxiv.2604.20279","title":"AgentLens: Adaptive Visual Modalities for Human-Agent Interaction in Mobile GUI Agents","display_name":"AgentLens: Adaptive Visual Modalities for Human-Agent Interaction in Mobile GUI Agents","publication_year":2026,"publication_date":"2026-04-22","ids":{"openalex":"https://openalex.org/W7155395277","doi":"https://doi.org/10.48550/arxiv.2604.20279"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.20279","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.20279","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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.2604.20279","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5134408115","display_name":"Jeonghyeon Kim","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kim, Jeonghyeon","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134383939","display_name":"Byeongjun Joung","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joung, Byeongjun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134443320","display_name":"Junwon Lee","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lee, Junwon","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100343835","display_name":"Joohyung Lee","orcid":"https://orcid.org/0000-0002-1866-7896"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lee, Joohyung","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134371832","display_name":"Taehoon Min","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Min, Taehoon","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5101954729","display_name":"Sunjae Lee","orcid":"https://orcid.org/0000-0002-2755-5511"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lee, Sunjae","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/T12607","display_name":"Personal Information Management and User Behavior","score":0.22599999606609344,"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"}},"topics":[{"id":"https://openalex.org/T12607","display_name":"Personal Information Management and User Behavior","score":0.22599999606609344,"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/T10470","display_name":"Usability and User Interface Design","score":0.18330000340938568,"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"}},{"id":"https://openalex.org/T10709","display_name":"Social Robot Interaction and HRI","score":0.1371999979019165,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.682699978351593},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.6341000199317932},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.5879999995231628},{"id":"https://openalex.org/keywords/human-multitasking","display_name":"Human multitasking","score":0.546500027179718},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.5022000074386597},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.482699990272522},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4041000008583069},{"id":"https://openalex.org/keywords/virtual-agent","display_name":"Virtual agent","score":0.3727000057697296}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8033999800682068},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.7437000274658203},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.682699978351593},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6341000199317932},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.5879999995231628},{"id":"https://openalex.org/C107418235","wikidata":"https://www.wikidata.org/wiki/Q1520565","display_name":"Human multitasking","level":2,"score":0.546500027179718},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.5022000074386597},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.482699990272522},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4041000008583069},{"id":"https://openalex.org/C2983409430","wikidata":"https://www.wikidata.org/wiki/Q7935065","display_name":"Virtual agent","level":2,"score":0.3727000057697296},{"id":"https://openalex.org/C37789001","wikidata":"https://www.wikidata.org/wiki/Q782543","display_name":"Graphical user interface","level":2,"score":0.3361000120639801},{"id":"https://openalex.org/C2988145974","wikidata":"https://www.wikidata.org/wiki/Q620615","display_name":"Mobile apps","level":2,"score":0.3197000026702881},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.3149000108242035},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.3100999891757965},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3037000000476837},{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.2971999943256378},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.28600001335144043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28139999508857727},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.27799999713897705},{"id":"https://openalex.org/C158495155","wikidata":"https://www.wikidata.org/wiki/Q2369151","display_name":"Visual search","level":2,"score":0.27469998598098755},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.27250000834465027},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2630000114440918},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.2615000009536743},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.25369998812675476},{"id":"https://openalex.org/C115121344","wikidata":"https://www.wikidata.org/wiki/Q6887140","display_name":"Mobile interaction","level":3,"score":0.25099998712539673}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.20279","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.20279","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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.2604.20279","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.20279","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Mobile":[0],"GUI":[1,83],"agents":[2],"can":[3],"automate":[4],"smartphone":[5],"tasks":[6],"by":[7,76,132],"interacting":[8],"directly":[9],"with":[10,18,61,106,118,126],"app":[11],"interfaces,":[12],"but":[13,35,44,65],"how":[14],"they":[15],"should":[16],"communicate":[17],"users":[19,56],"during":[20,91],"execution":[21,117],"remains":[22],"underexplored.":[23],"Existing":[24],"systems":[25],"rely":[26],"on":[27,72],"two":[28],"extremes:":[29],"foreground":[30],"execution,":[31,40],"which":[32,41],"maximizes":[33],"transparency":[34],"prevents":[36],"multitasking,":[37],"and":[38,98,110,136,144],"background":[39,116],"supports":[42],"multitasking":[43],"provides":[45],"little":[46],"visual":[47,63,89,120],"awareness.":[48],"Through":[49],"iterative":[50],"formative":[51],"studies,":[52],"we":[53,78],"found":[54],"that":[55,85],"prefer":[57],"a":[58,81,102,123],"hybrid":[59],"model":[60],"just-in-time":[62],"interaction,":[64],"the":[66,73,138],"most":[67],"effective":[68],"visualization":[69],"modality":[70],"depends":[71],"task.":[74],"Motivated":[75],"this,":[77],"present":[79],"AgentLens,":[80],"mobile":[82,104],"agent":[84,105],"adaptively":[86],"uses":[87,111],"three":[88],"modalities":[90],"human-agent":[92],"interaction:":[93],"Full":[94],"UI,":[95,97],"Partial":[96],"GenUI.":[99],"AgentLens":[100,129],"extends":[101],"standard":[103],"adaptive":[107],"communication":[108],"actions":[109],"Virtual":[112],"Display":[113],"to":[114],"enable":[115],"selective":[119],"overlays.":[121],"In":[122],"controlled":[124],"study":[125],"21":[127],"participants,":[128],"was":[130],"preferred":[131],"85.7%":[133],"of":[134],"participants":[135],"achieved":[137],"highest":[139],"usability":[140],"(1.94":[141],"Overall":[142],"PSSUQ)":[143],"adoption-intent":[145],"(6.43/7).":[146]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-04-24T00:00:00"}
