{"id":"https://openalex.org/W7129433167","doi":"https://doi.org/10.48550/arxiv.2602.13480","title":"MELT: A Behavioral Trace Dataset for High-Risk Memecoin Launch Detection","display_name":"MELT: A Behavioral Trace Dataset for High-Risk Memecoin Launch Detection","publication_year":2026,"publication_date":"2026-02-13","ids":{"openalex":"https://openalex.org/W7129433167","doi":"https://doi.org/10.48550/arxiv.2602.13480"},"language":null,"primary_location":{"id":"pmh:doi:10.48550/arxiv.2602.13480","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101301243","display_name":"Sihao Hu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hu, Sihao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053032757","display_name":"Selim Furkan Tekin","orcid":"https://orcid.org/0000-0002-8662-3609"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tekin, Selim Furkan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126192537","display_name":"Yichang Xu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu, Yichang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5126219763","display_name":"Ling Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Ling","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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.390500009059906,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.390500009059906,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.21279999613761902,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.020800000056624413,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7348999977111816},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5608000159263611},{"id":"https://openalex.org/keywords/security-token","display_name":"Security token","score":0.5309000015258789},{"id":"https://openalex.org/keywords/financial-transaction","display_name":"Financial transaction","score":0.41339999437332153},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.25920000672340393}],"concepts":[{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7348999977111816},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5608000159263611},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5422999858856201},{"id":"https://openalex.org/C48145219","wikidata":"https://www.wikidata.org/wiki/Q1335365","display_name":"Security token","level":2,"score":0.5309000015258789},{"id":"https://openalex.org/C164516710","wikidata":"https://www.wikidata.org/wiki/Q1166072","display_name":"Financial transaction","level":3,"score":0.41339999437332153},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.38370001316070557},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.3490999937057495},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3001999855041504},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.25920000672340393},{"id":"https://openalex.org/C2778775528","wikidata":"https://www.wikidata.org/wiki/Q5135432","display_name":"Closing (real estate)","level":2,"score":0.2506999969482422}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:doi:10.48550/arxiv.2602.13480","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Article"},{"id":"doi:10.48550/arxiv.2602.13480","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.13480","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":"pmh:doi:10.48550/arxiv.2602.13480","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6495057940483093}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Launchpads":[0],"have":[1],"become":[2],"the":[3,59,106,127,160],"dominant":[4],"mechanism":[5],"for":[6,64],"issuing":[7],"memecoins,":[8],"exposing":[9],"investors":[10],"to":[11],"a":[12,122,151,169],"new":[13],"class":[14],"of":[15,114,136],"high-risk":[16,68,161],"launches":[17,70,77],"that":[18,27,35,86,101,125,179],"existing":[19],"rug-pull":[20],"detection":[21,163],"methods":[22],"cannot":[23],"capture.":[24],"We":[25,154],"argue":[26],"detecting":[28,67],"these":[29,137],"threats":[30],"requires":[31],"structured":[32],"behavioral":[33,61,84,142,180],"traces":[34,181],"underlie":[36],"raw":[37],"heterogeneous":[38],"blockchain":[39],"data,":[40],"i.e.,":[41],"how":[42],"insiders":[43],"accumulate,":[44],"coordinate,":[45],"and":[46,66,92,144,190],"unwind":[47],"positions.":[48],"To":[49],"enable":[50],"such":[51],"analysis,":[52],"we":[53],"introduce":[54],"MELT":[55,73,97,139],"(MEmecoin":[56],"Launch":[57],"Trace,":[58],"first":[60],"trace":[62],"dataset":[63,189],"analyzing":[65],"memecoin":[69,76,171],"on":[71,111,159],"Solana.":[72],"covers":[74],"41k+":[75],"with":[78],"200M+":[79],"transactions":[80],"parsed":[81],"into":[82,168,185],"typed":[83],"records":[85],"distinguish":[87],"swaps,":[88],"wash":[89],"trades,":[90],"transfers,":[91],"mints.":[93],"Beyond":[94],"per-account":[95],"behaviors,":[96],"contributes":[98],"bundle-trace":[99],"data":[100],"links":[102],"accounts":[103],"controlled":[104],"by":[105,119],"same":[107],"entity,":[108],"revealing":[109],"that,":[110],"average,":[112],"36.5%":[113],"token":[115],"supply":[116],"is":[117,192],"held":[118],"coordinated":[120],"accounts,":[121],"concealment":[123],"strategy":[124,173],"disguises":[126],"true":[128],"ownership":[129],"concentration":[130],"from":[131],"unsuspecting":[132],"buyers.":[133],"On":[134],"top":[135],"traces,":[138],"provides":[140],"122":[141],"features":[143],"risk-level":[145],"annotations,":[146],"enabling":[147],"supervised":[148],"learning":[149],"at":[150,194],"population":[152],"scale.":[153],"benchmark":[155],"representative":[156],"ML":[157],"models":[158],"launch":[162],"task.":[164],"Integrating":[165],"their":[166],"predictions":[167],"simple":[170],"selection":[172],"reduces":[174],"investment":[175],"loss":[176],"significantly,":[177],"demonstrating":[178],"can":[182],"be":[183],"translated":[184],"risk":[186],"mitigation.":[187],"Our":[188],"code":[191],"available":[193],"https://github.com/git-disl/MELT.":[195]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-02-18T00:00:00"}
