{"id":"https://openalex.org/W7151358428","doi":"https://doi.org/10.48550/arxiv.2604.04905","title":"ClickAIXR: On-Device Multimodal Vision-Language Interaction with Real-World Objects in Extended Reality","display_name":"ClickAIXR: On-Device Multimodal Vision-Language Interaction with Real-World Objects in Extended Reality","publication_year":2026,"publication_date":"2026-04-06","ids":{"openalex":"https://openalex.org/W7151358428","doi":"https://doi.org/10.48550/arxiv.2604.04905"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.04905","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.04905","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.2604.04905","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031175155","display_name":"Dawar Khan","orcid":"https://orcid.org/0000-0001-5864-1888"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Khan, Dawar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023845888","display_name":"Alexandre Kouyoumdjian","orcid":"https://orcid.org/0009-0005-0915-369X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kouyoumdjian, Alexandre","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133076422","display_name":"Xinyu Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Xinyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133068694","display_name":"Omar Mena","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mena, Omar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133082115","display_name":"Dominik Engel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Engel, Dominik","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5022294742","display_name":"Ivan Viola","orcid":"https://orcid.org/0000-0003-4248-6574"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Viola, Ivan","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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.507099986076355,"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"}},"topics":[{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.507099986076355,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.13989999890327454,"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/T12128","display_name":"AI in Service Interactions","score":0.05400000140070915,"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/ambiguity","display_name":"Ambiguity","score":0.6064000129699707},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5235999822616577},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5142999887466431},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.4927000105381012},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.46799999475479126},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4632999897003174},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.43849998712539673},{"id":"https://openalex.org/keywords/augmented-reality","display_name":"Augmented reality","score":0.39259999990463257}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8003000020980835},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.6064000129699707},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6003000140190125},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5235999822616577},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5142999887466431},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.4927000105381012},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.46799999475479126},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4632999897003174},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.454800009727478},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.43849998712539673},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.39259999990463257},{"id":"https://openalex.org/C135641252","wikidata":"https://www.wikidata.org/wiki/Q738567","display_name":"Multimodal interaction","level":2,"score":0.3517000079154968},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.3416999876499176},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.321399986743927},{"id":"https://openalex.org/C2777704519","wikidata":"https://www.wikidata.org/wiki/Q45732","display_name":"MAGIC (telescope)","level":2,"score":0.3140000104904175},{"id":"https://openalex.org/C122783720","wikidata":"https://www.wikidata.org/wiki/Q183065","display_name":"Interpreter","level":2,"score":0.2928999960422516},{"id":"https://openalex.org/C174252522","wikidata":"https://www.wikidata.org/wiki/Q3816772","display_name":"Natural language user interface","level":3,"score":0.28700000047683716},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.28679999709129333},{"id":"https://openalex.org/C3019973339","wikidata":"https://www.wikidata.org/wiki/Q899523","display_name":"Object based","level":3,"score":0.2851000130176544},{"id":"https://openalex.org/C20894473","wikidata":"https://www.wikidata.org/wiki/Q1116105","display_name":"Object model","level":3,"score":0.2782999873161316},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2728999853134155},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.2721000015735626},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.2689000070095062},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.259799987077713}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.04905","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.04905","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.2604.04905","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.04905","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"We":[0,101,116],"present":[1],"ClickAIXR,":[2],"a":[3,40,118],"novel":[4],"on-device":[5,35,158],"framework":[6],"for":[7],"multimodal":[8],"vision-language":[9,36],"interaction":[10,78],"with":[11,39,111,123,157],"objects":[12,52],"in":[13,53,82,104],"extended":[14],"reality":[15],"(XR).":[16],"Unlike":[17],"prior":[18],"systems":[19],"that":[20,138],"rely":[21],"on":[22,50],"cloud-based":[23],"AI":[24,159],"(e.g.,":[25,30],"ChatGPT)":[26],"or":[27,84],"gaze-based":[28],"selection":[29,43,155],"GazePointAR),":[31],"ClickAIXR":[32,103,122],"integrates":[33],"an":[34],"model":[37],"(VLM)":[38],"controller-based":[41],"object":[42,58,154],"paradigm,":[44],"enabling":[45],"users":[46],"to":[47,66,160],"precisely":[48],"click":[49],"real-world":[51],"XR.":[54],"Once":[55],"selected,":[56],"the":[57,64,105,150],"image":[59],"is":[60,140,145],"processed":[61],"locally":[62],"by":[63,90],"VLM":[65,114],"answer":[67],"natural":[68],"language":[69],"questions":[70],"through":[71],"both":[72],"text":[73],"and":[74,87,99,127,133,142,169],"speech.":[75],"This":[76],"object-centered":[77],"reduces":[79],"ambiguity":[80],"inherent":[81],"gaze-":[83],"voice-only":[85],"interfaces":[86],"improves":[88],"transparency":[89],"performing":[91],"all":[92],"inference":[93],"on-device,":[94],"addressing":[95],"concerns":[96],"around":[97],"privacy":[98],"latency.":[100],"implemented":[102],"Magic":[106],"Leap":[107],"SDK":[108],"(C":[109],"API)":[110],"ONNX-based":[112],"local":[113],"inference.":[115],"conducted":[117],"user":[119,134,143],"study":[120],"comparing":[121],"Gemini":[124],"2.5":[125],"Flash":[126],"ChatGPT":[128],"5,":[129],"evaluating":[130],"usability,":[131],"trust,":[132],"satisfaction.":[135],"Results":[136],"show":[137],"latency":[139],"moderate":[141],"experience":[144],"acceptable.":[146],"Our":[147],"findings":[148],"demonstrate":[149],"potential":[151],"of":[152],"click-based":[153],"combined":[156],"advance":[161],"trustworthy,":[162],"privacy-preserving":[163],"XR":[164],"interactions.":[165],"The":[166],"source":[167],"code":[168],"supplementary":[170],"materials":[171],"are":[172],"available":[173],"at:":[174],"nanovis.org/ClickAIXR.html":[175]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-04-08T00:00:00"}