{"id":"https://openalex.org/W7148303845","doi":"https://doi.org/10.1109/vr67842.2026.00034","title":"Synchronizing with Attentional Sampling: Modality-Specific Flicker Guidance for Gaze and Hand-Eye Interaction in VR","display_name":"Synchronizing with Attentional Sampling: Modality-Specific Flicker Guidance for Gaze and Hand-Eye Interaction in VR","publication_year":2026,"publication_date":"2026-03-21","ids":{"openalex":"https://openalex.org/W7148303845","doi":"https://doi.org/10.1109/vr67842.2026.00034"},"language":null,"primary_location":{"id":"doi:10.1109/vr67842.2026.00034","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vr67842.2026.00034","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5029544757","display_name":"Songyue Yang","orcid":"https://orcid.org/0000-0003-0758-7951"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songyue Yang","raw_affiliation_strings":["Beijing Institute of Technology,Beijing Engineering Research Center of Mixed Reality and Advanced Display, School of Optics and Photonics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology,Beijing Engineering Research Center of Mixed Reality and Advanced Display, School of Optics and Photonics","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132787705","display_name":"Kang Yue","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Yue","raw_affiliation_strings":["China University of Mining and Technology-Beijing,School of Artifical Intelligence"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology-Beijing,School of Artifical Intelligence","institution_ids":["https://openalex.org/I4210100255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106717052","display_name":"Haolin Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haolin Gao","raw_affiliation_strings":["Beijing Institute of Technology,Beijing Engineering Research Center of Mixed Reality and Advanced Display, School of Optics and Photonics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology,Beijing Engineering Research Center of Mixed Reality and Advanced Display, School of Optics and Photonics","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132799542","display_name":"Mei Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mei Guo","raw_affiliation_strings":["Beijing Institute of Technology,Beijing Engineering Research Center of Mixed Reality and Advanced Display, School of Optics and Photonics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology,Beijing Engineering Research Center of Mixed Reality and Advanced Display, School of Optics and Photonics","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033174284","display_name":"Hu Jia","orcid":"https://orcid.org/0000-0001-9671-7791"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoran Jia","raw_affiliation_strings":["Beijing Institute of Technology,Beijing Engineering Research Center of Mixed Reality and Advanced Display, School of Optics and Photonics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology,Beijing Engineering Research Center of Mixed Reality and Advanced Display, School of Optics and Photonics","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101368425","display_name":"Zhonghao Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhonghao Zhu","raw_affiliation_strings":["Beijing Institute of Technology,Beijing Engineering Research Center of Mixed Reality and Advanced Display, School of Optics and Photonics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology,Beijing Engineering Research Center of Mixed Reality and Advanced Display, School of Optics and Photonics","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132739955","display_name":"Fanlu Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fanlu Zeng","raw_affiliation_strings":["Beijing Institute of Technology,Beijing Engineering Research Center of Mixed Reality and Advanced Display, School of Optics and Photonics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology,Beijing Engineering Research Center of Mixed Reality and Advanced Display, School of Optics and Photonics","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5132792521","display_name":"Yue Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Liu","raw_affiliation_strings":["Beijing Institute of Technology,Beijing Engineering Research Center of Mixed Reality and Advanced Display, School of Optics and Photonics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology,Beijing Engineering Research Center of Mixed Reality and Advanced Display, School of Optics and Photonics","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"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":"109","last_page":"119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.48899999260902405,"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":0.48899999260902405,"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/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.14630000293254852,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.06340000033378601,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/synchronizing","display_name":"Synchronizing","score":0.838100016117096},{"id":"https://openalex.org/keywords/flicker","display_name":"Flicker","score":0.657800018787384},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.5742999911308289},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.34700000286102295}],"concepts":[{"id":"https://openalex.org/C162932704","wikidata":"https://www.wikidata.org/wiki/Q1058791","display_name":"Synchronizing","level":3,"score":0.838100016117096},{"id":"https://openalex.org/C19743564","wikidata":"https://www.wikidata.org/wiki/Q25378119","display_name":"Flicker","level":2,"score":0.657800018787384},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.5742999911308289},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5626999735832214},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4535999894142151},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38510000705718994},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3756999969482422},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.34700000286102295},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.3285999894142151},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.28139999508857727},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.2741999924182892}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vr67842.2026.00034","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vr67842.2026.00034","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1919405046","https://openalex.org/W1973656456","https://openalex.org/W1974598846","https://openalex.org/W1985746608","https://openalex.org/W2037954726","https://openalex.org/W2048939758","https://openalex.org/W2049012614","https://openalex.org/W2094860966","https://openalex.org/W2095004279","https://openalex.org/W2105286705","https://openalex.org/W2119494621","https://openalex.org/W2123067394","https://openalex.org/W2126174171","https://openalex.org/W2170478537","https://openalex.org/W2738873271","https://openalex.org/W2755638531","https://openalex.org/W2791237780","https://openalex.org/W2888238712","https://openalex.org/W2906197736","https://openalex.org/W2923559924","https://openalex.org/W2946834573","https://openalex.org/W3012177892","https://openalex.org/W3110151578","https://openalex.org/W3127169998","https://openalex.org/W3128450652","https://openalex.org/W3140972161","https://openalex.org/W4205288334","https://openalex.org/W4210747120","https://openalex.org/W4221078466","https://openalex.org/W4224298125","https://openalex.org/W4310639186","https://openalex.org/W4321488069","https://openalex.org/W4366590838","https://openalex.org/W4381887929","https://openalex.org/W4388486788","https://openalex.org/W4390639663","https://openalex.org/W4391994092","https://openalex.org/W4394825408","https://openalex.org/W4396833338","https://openalex.org/W4405267127","https://openalex.org/W4407230909","https://openalex.org/W4408178195","https://openalex.org/W4410639358","https://openalex.org/W4412108554","https://openalex.org/W4413814197"],"related_works":[],"abstract_inverted_index":{"Current":[0],"attentional":[1,48],"guidance":[2,37],"systems":[3],"in":[4,53,140],"Virtual":[5],"Reality":[6],"(VR)":[7],"typically":[8],"treat":[9],"the":[10,25,45,69,78,84,90,99,122,156,179],"user":[11],"as":[12],"a":[13,115,128,164],"static":[14],"receiver,":[15],"employing":[16],"fixed":[17],"visual":[18],"cues":[19],"that":[20,35,61,113],"fail":[21],"to":[22,42,81,89,133],"account":[23],"for":[24,102,120,168],"fluctuating":[26],"cognitive":[27,153],"state.":[28,183],"We":[29],"address":[30],"this":[31,62,161],"limitation":[32],"by":[33,174],"positing":[34],"effective":[36],"requires":[38,127],"modulating":[39],"external":[40,103],"stimuli":[41],"correspond":[43],"with":[44,178],"brain\u2019s":[46],"intrinsic":[47],"sampling":[49,63],"mechanism.":[50],"Using":[51],"EEG":[52],"an":[54],"immersive":[55],"environment,":[56],"we":[57,111],"provide":[58],"direct":[59],"evidence":[60],"periodicity":[64],"is":[65],"not":[66],"fixed;":[67],"specifically,":[68],"intensified":[70],"sensorimotor":[71,182],"integration":[72],"load":[73],"of":[74,159],"hand-eye":[75],"coordination":[76,125],"drives":[77],"endogenous":[79],"rhythm":[80],"decelerate":[82],"from":[83],"alpha":[85],"band":[86,92],"(\u223c8":[87],"Hz)":[88,131],"theta":[91],"(\u223c4":[93],"Hz).":[94],"This":[95],"neural":[96],"adaptation":[97],"dictates":[98],"temporal":[100,136],"requirements":[101],"guidance:":[104],"identifying":[105],"optimal":[106],"parameters":[107],"via":[108],"Pareto":[109],"optimization,":[110],"demonstrate":[112],"while":[114],"4":[116],"Hz":[117],"cue":[118,132],"suffices":[119],"gaze,":[121],"computationally":[123],"demanding":[124],"task":[126],"higher-frequency":[129],"(7":[130],"ensure":[134],"sufficient":[135],"signal":[137],"density.":[138],"Validated":[139],"ecological":[141],"VR":[142],"scenarios,":[143],"our":[144],"adaptive":[145],"strategy":[146],"significantly":[147],"enhanced":[148],"interaction":[149],"efficiency":[150],"without":[151],"increasing":[152],"load.":[154],"Beyond":[155],"specific":[157],"implementation":[158],"flicker,":[160],"work":[162],"establishes":[163],"critical":[165],"design":[166],"principle":[167],"next-generation":[169],"attention-aware":[170],"interfaces:":[171],"maximizing":[172],"performance":[173],"synchronizing":[175],"information":[176],"presentation":[177],"user\u2019s":[180],"task-induced":[181]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-04-03T00:00:00"}