{"id":"https://openalex.org/W7164182982","doi":"https://doi.org/10.1109/fccm68464.2026.00078","title":"Reconfigurable Computing Challenge: Transformer for Jet Tagging on Versal AI Engines","display_name":"Reconfigurable Computing Challenge: Transformer for Jet Tagging on Versal AI Engines","publication_year":2026,"publication_date":"2026-05-13","ids":{"openalex":"https://openalex.org/W7164182982","doi":"https://doi.org/10.1109/fccm68464.2026.00078"},"language":null,"primary_location":{"id":"doi:10.1109/fccm68464.2026.00078","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fccm68464.2026.00078","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 34th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2606.17500","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5138368104","display_name":"Gram Koski","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gram Koski","raw_affiliation_strings":["University of California San Diego,Department of Computer Science and Engineering,La Jolla,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California San Diego,Department of Computer Science and Engineering,La Jolla,CA,USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138295813","display_name":"Sean Lipps","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sean Lipps","raw_affiliation_strings":["University of California San Diego,Department of Computer Science and Engineering,La Jolla,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California San Diego,Department of Computer Science and Engineering,La Jolla,CA,USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051497320","display_name":"Zhenghua Ma","orcid":"https://orcid.org/0000-0002-4569-6254"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhenghua Ma","raw_affiliation_strings":["University of California San Diego,Department of Computer Science and Engineering,La Jolla,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California San Diego,Department of Computer Science and Engineering,La Jolla,CA,USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138381309","display_name":"G Abarajithan","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"G Abarajithan","raw_affiliation_strings":["University of California San Diego,Department of Computer Science and Engineering,La Jolla,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California San Diego,Department of Computer Science and Engineering,La Jolla,CA,USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5138332600","display_name":"Ryan Kastner","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ryan Kastner","raw_affiliation_strings":["University of California San Diego,Department of Computer Science and Engineering,La Jolla,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California San Diego,Department of Computer Science and Engineering,La Jolla,CA,USA","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I36258959"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.85598706,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"307","last_page":"310"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10904","display_name":"Embedded Systems Design Techniques","score":0.45190000534057617,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.45190000534057617,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.12319999933242798,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.05559999868273735,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/transformer","display_name":"Transformer","score":0.5626000165939331},{"id":"https://openalex.org/keywords/jet-engine","display_name":"Jet engine","score":0.4586000144481659},{"id":"https://openalex.org/keywords/jet","display_name":"Jet (fluid)","score":0.3522999882698059}],"concepts":[{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5626000165939331},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5461999773979187},{"id":"https://openalex.org/C39643299","wikidata":"https://www.wikidata.org/wiki/Q178777","display_name":"Jet engine","level":2,"score":0.4586000144481659},{"id":"https://openalex.org/C119947313","wikidata":"https://www.wikidata.org/wiki/Q5596635","display_name":"Jet (fluid)","level":2,"score":0.3522999882698059},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32249999046325684},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.29490000009536743},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.26159998774528503},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.258899986743927},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.25429999828338623},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.24959999322891235}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fccm68464.2026.00078","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fccm68464.2026.00078","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 34th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2606.17500","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2606.17500","pdf_url":"https://arxiv.org/pdf/2606.17500","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"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":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2606.17500","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2606.17500","pdf_url":"https://arxiv.org/pdf/2606.17500","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"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":"text"},"sustainable_development_goals":[{"score":0.7419663071632385,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7164182982.pdf","grobid_xml":"https://content.openalex.org/works/W7164182982.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W2963122961"],"related_works":[],"abstract_inverted_index":{"Transformer-based":[0],"models":[1],"achieve":[2],"strong":[3],"performance":[4],"for":[5,32,88],"jet":[6,33],"tagging":[7,34],"at":[8,97],"the":[9,36,72],"CERN":[10],"LHC,":[11],"but":[12],"deploying":[13],"them":[14],"in":[15],"low-latency,":[16],"resource-constrained":[17],"trigger":[18],"systems":[19],"is":[20,55,92],"challenging.":[21],"We":[22],"present":[23],"an":[24],"initial":[25],"implementation":[26],"of":[27],"a":[28,56,78,86],"quantized,":[29],"integer-only":[30],"transformer":[31,62],"on":[35],"AMD":[37],"Versal":[38],"AI":[39],"Engine":[40],"(AIE),":[41],"mapping":[42],"dense":[43],"and":[44,69,91],"multi-head":[45],"attention":[46],"(MHA)":[47],"layers":[48,63],"to":[49],"AIE":[50,66],"tiles.":[51],"The":[52],"main":[53],"contribution":[54],"reusable":[57],"software":[58,96],"framework":[59,84],"that":[60],"represents":[61],"as":[64,94],"composable":[65],"building":[67],"blocks":[68],"automatically":[70],"generates":[71],"corresponding":[73],"Vitis":[74],"graph":[75],"code":[76],"from":[77],"high-level":[79],"Python":[80],"model":[81],"description.":[82],"This":[83],"provides":[85],"foundation":[87],"future":[89],"research":[90],"released":[93],"open-source":[95],"https://github.com/KastnerRG/particle_transformer_aie.":[98]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2026-06-11T00:00:00"}
