{"id":"https://openalex.org/W7161188522","doi":"https://doi.org/10.48550/arxiv.2605.13438","title":"CogniFold: Always-On Proactive Memory via Cognitive Folding","display_name":"CogniFold: Always-On Proactive Memory via Cognitive Folding","publication_year":2026,"publication_date":"2026-05-13","ids":{"openalex":"https://openalex.org/W7161188522","doi":"https://doi.org/10.48550/arxiv.2605.13438"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.13438","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.13438","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.2605.13438","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5136131039","display_name":"Suli Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Suli","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059407219","display_name":"Yiqun Duan","orcid":"https://orcid.org/0000-0003-1517-994X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Duan, Yiqun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136125967","display_name":"Yu Deng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Deng, Yu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136182397","display_name":"Rundong Zhao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhao, Rundong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136147526","display_name":"Dai Shi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shi, Dai","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Deng, Minghua","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Deng, Minghua","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Chen, Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Chen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Zhou, Xinliang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhou, Xinliang","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/T10448","display_name":"Memory and Neural Mechanisms","score":0.17710000276565552,"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"}},"topics":[{"id":"https://openalex.org/T10448","display_name":"Memory and Neural Mechanisms","score":0.17710000276565552,"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"}},{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.12890000641345978,"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/T12805","display_name":"Cognitive Science and Mapping","score":0.06859999895095825,"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/cognition","display_name":"Cognition","score":0.5874999761581421},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.5812000036239624},{"id":"https://openalex.org/keywords/prefrontal-cortex","display_name":"Prefrontal cortex","score":0.4738999903202057},{"id":"https://openalex.org/keywords/episodic-memory","display_name":"Episodic memory","score":0.4415999948978424},{"id":"https://openalex.org/keywords/working-memory","display_name":"Working memory","score":0.41100001335144043},{"id":"https://openalex.org/keywords/cognitive-systems","display_name":"Cognitive systems","score":0.3952000141143799},{"id":"https://openalex.org/keywords/associative-property","display_name":"Associative property","score":0.38690000772476196},{"id":"https://openalex.org/keywords/cognitive-model","display_name":"Cognitive model","score":0.3596999943256378}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6547999978065491},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5874999761581421},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.5812000036239624},{"id":"https://openalex.org/C2781195155","wikidata":"https://www.wikidata.org/wiki/Q18680","display_name":"Prefrontal cortex","level":3,"score":0.4738999903202057},{"id":"https://openalex.org/C88576662","wikidata":"https://www.wikidata.org/wiki/Q18646","display_name":"Episodic memory","level":3,"score":0.4415999948978424},{"id":"https://openalex.org/C21963081","wikidata":"https://www.wikidata.org/wiki/Q11337567","display_name":"Working memory","level":3,"score":0.41100001335144043},{"id":"https://openalex.org/C2986342778","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Cognitive systems","level":3,"score":0.3952000141143799},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38769999146461487},{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.38690000772476196},{"id":"https://openalex.org/C161407221","wikidata":"https://www.wikidata.org/wiki/Q4382939","display_name":"Cognitive model","level":3,"score":0.3596999943256378},{"id":"https://openalex.org/C170494330","wikidata":"https://www.wikidata.org/wiki/Q1778434","display_name":"Cognitive map","level":3,"score":0.35850000381469727},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.3492000102996826},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3483999967575073},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3409000039100647},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.3407000005245209},{"id":"https://openalex.org/C207609745","wikidata":"https://www.wikidata.org/wiki/Q4944086","display_name":"Bootstrapping (finance)","level":2,"score":0.3353999853134155},{"id":"https://openalex.org/C53442348","wikidata":"https://www.wikidata.org/wiki/Q745101","display_name":"Content-addressable memory","level":3,"score":0.3122999966144562},{"id":"https://openalex.org/C20854674","wikidata":"https://www.wikidata.org/wiki/Q4386060","display_name":"Cognitive architecture","level":3,"score":0.30410000681877136},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.28760001063346863},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.2784000039100647},{"id":"https://openalex.org/C2993691153","wikidata":"https://www.wikidata.org/wiki/Q492","display_name":"Memory formation","level":3,"score":0.2694000005722046},{"id":"https://openalex.org/C12186640","wikidata":"https://www.wikidata.org/wiki/Q6815743","display_name":"Memory model","level":3,"score":0.25099998712539673},{"id":"https://openalex.org/C197914299","wikidata":"https://www.wikidata.org/wiki/Q18650","display_name":"Semantic memory","level":3,"score":0.25099998712539673}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.13438","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.13438","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.2605.13438","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.13438","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":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.658776581287384}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Existing":[0],"agent":[1,29],"memory":[2,30,137,156,175],"remains":[3],"predominantly":[4],"reactive":[5],"and":[6,56,91,117,143,159],"retrieval-based,":[7],"lacking":[8],"the":[9,33,82,86,104],"capacity":[10],"to":[11,74],"autonomously":[12],"organize":[13],"experience":[14],"into":[15,45],"persistent":[16],"cognitive":[17,47,99,141,163],"structure.":[18],"Toward":[19],"genuinely":[20],"autonomous":[21],"agents,":[22],"we":[23,166],"introduce":[24],"CogniFold,":[25],"a":[26,77,124],"brain-inspired":[27],"\"always-on\"":[28],"designed":[31],"for":[32],"next":[34],"generation":[35],"of":[36,88],"proactive":[37],"assistants.":[38],"CogniFold":[39,93,134,169],"continuously":[40],"folds":[41],"fragmented":[42],"event":[43],"streams":[44],"self-emerging":[46],"structures,":[48],"bootstrapping":[49],"progressively":[50],"higher-level":[51],"cognition":[52],"from":[53,69],"incoming":[54],"events":[55],"accumulated":[57],"knowledge.":[58],"We":[59,126],"ground":[60],"this":[61,95],"by":[62],"extending":[63],"Complementary":[64],"Learning":[65],"Systems":[66],"(CLS)":[67],"theory":[68],"two":[70,152],"layers":[71],"(hippocampus,":[72],"neocortex)":[73],"three,":[75],"adding":[76],"prefrontal":[78,83],"intent":[79],"layer.":[80],"Emulating":[81],"cortex":[84],"as":[85],"locus":[87],"intentional":[89],"control":[90],"decision-making,":[92],"achieves":[94],"through":[96,114],"graph-topology":[97],"self-organization:":[98],"structures":[100,138],"proactively":[101],"assemble":[102],"under":[103],"stream,":[105],"merge":[106],"when":[107,111,120],"semantically":[108],"similar,":[109],"decay":[110],"stale,":[112],"relink":[113],"associative":[115],"recall,":[116],"surface":[118],"intents":[119],"concept-cluster":[121],"density":[122],"crosses":[123],"threshold.":[125],"evaluate":[127],"structural":[128],"formation":[129],"using":[130],"CogEval-Bench,":[131],"demonstrating":[132],"that":[133,139,168],"uniquely":[135],"produces":[136],"match":[140],"expectations":[142],"concept":[144],"emergence.":[145],"Furthermore,":[146],"across":[147],"eight":[148],"downstream":[149],"benchmarks":[150],"--":[151,165],"probing":[153],"long-term":[154],"conversational":[155],"(LoCoMo,":[157],"LongMemEval)":[158],"six":[160],"spanning":[161],"other":[162],"domains":[164],"validate":[167],"simultaneously":[170],"performs":[171],"robustly":[172],"on":[173],"conventional":[174],"tasks.":[176],"Our":[177],"code":[178],"is":[179],"available":[180],"at":[181],"https://github.com/OpenNorve/CogniFold.":[182]},"counts_by_year":[],"updated_date":"2026-07-21T08:15:58.654021","created_date":"2026-05-15T00:00:00"}