{"id":"https://openalex.org/W7169845013","doi":"https://doi.org/10.48550/arxiv.2607.16269","title":"From Intent to Infrastructure: LLM-Driven Agent Compilers for ISAC Networks","display_name":"From Intent to Infrastructure: LLM-Driven Agent Compilers for ISAC Networks","publication_year":2026,"publication_date":"2026-07-07","ids":{"openalex":"https://openalex.org/W7169845013","doi":"https://doi.org/10.48550/arxiv.2607.16269"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2607.16269","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.16269","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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.2607.16269","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116840789","display_name":"Lijie Zheng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zheng, Lijie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5141301750","display_name":"Xudong Zhong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhong, Xudong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5141237532","display_name":"Baoquan Ren","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ren, Baoquan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123573658","display_name":"X Z Gong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gong, Xiangwu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101897083","display_name":"Xi Zhu","orcid":"https://orcid.org/0000-0001-6817-8663"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhu, Xinghui","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5141290101","display_name":"Ji He","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"He, Ji","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/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.18219999969005585,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.18219999969005585,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.09040000289678574,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.06509999930858612,"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/executable","display_name":"Executable","score":0.7889000177383423},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.6542999744415283},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5809000134468079},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5400999784469604},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4823000133037567},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.46549999713897705},{"id":"https://openalex.org/keywords/verifiable-secret-sharing","display_name":"Verifiable secret sharing","score":0.44209998846054077},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.3917999863624573},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.3749000132083893}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8327999711036682},{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.7889000177383423},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.6542999744415283},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5809000134468079},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5400999784469604},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4823000133037567},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.46549999713897705},{"id":"https://openalex.org/C85847156","wikidata":"https://www.wikidata.org/wiki/Q59015987","display_name":"Verifiable secret sharing","level":3,"score":0.44209998846054077},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39250001311302185},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.3917999863624573},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.3749000132083893},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.36419999599456787},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.36160001158714294},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.3610999882221222},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.35760000348091125},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3431999981403351},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.32179999351501465},{"id":"https://openalex.org/C16311509","wikidata":"https://www.wikidata.org/wiki/Q4148050","display_name":"Dependency graph","level":3,"score":0.31949999928474426},{"id":"https://openalex.org/C51332947","wikidata":"https://www.wikidata.org/wiki/Q1172305","display_name":"Shared resource","level":2,"score":0.31360000371932983},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.3061999976634979},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.29600000381469727},{"id":"https://openalex.org/C2777062904","wikidata":"https://www.wikidata.org/wiki/Q545406","display_name":"Toolchain","level":3,"score":0.29600000381469727},{"id":"https://openalex.org/C2779639559","wikidata":"https://www.wikidata.org/wiki/Q7661178","display_name":"Symbolic execution","level":3,"score":0.29510000348091125},{"id":"https://openalex.org/C200833197","wikidata":"https://www.wikidata.org/wiki/Q333707","display_name":"Compile time","level":3,"score":0.2825999855995178},{"id":"https://openalex.org/C141141315","wikidata":"https://www.wikidata.org/wiki/Q2379942","display_name":"Guard (computer science)","level":2,"score":0.2671999931335449},{"id":"https://openalex.org/C44616089","wikidata":"https://www.wikidata.org/wiki/Q30158686","display_name":"Constraint satisfaction","level":3,"score":0.2597000002861023},{"id":"https://openalex.org/C2776834041","wikidata":"https://www.wikidata.org/wiki/Q25346349","display_name":"Execution model","level":2,"score":0.2547999918460846},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.2540999948978424},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.25}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2607.16269","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.16269","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2607.16269","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.16269","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4491415023803711}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Integrated":[0],"sensing":[1,18,38],"and":[2,19,24,43,82,101,124,139,189],"communications":[3],"(ISAC)":[4],"is":[5,49,147],"moving":[6],"from":[7],"proof-of-concept":[8],"demonstrations":[9],"to":[10,53,192],"system-level":[11],"deployment":[12,44],"in":[13,91,163],"sixth-generation":[14],"(6G)":[15],"networks.":[16],"Because":[17],"communication":[20],"share":[21],"hardware,":[22],"spectrum,":[23],"waveform":[25,36],"resources,":[26],"ISAC":[27,84,112],"design":[28,47,145],"now":[29],"involves":[30],"many":[31],"tightly":[32],"coupled":[33],"choices,":[34],"including":[35,182],"selection,":[37],"algorithm":[39],"setup,":[40],"resource":[41],"scheduling,":[42],"planning.":[45],"This":[46,62],"space":[48],"already":[50],"too":[51],"large":[52,69],"manage":[54],"well":[55],"through":[56],"manual":[57],"tuning":[58],"or":[59],"isolated":[60],"optimizers.":[61],"article":[63],"introduces":[64],"the":[65,111,121,151,164,173],"\\textit{Agent":[66],"Compiler},":[67],"a":[68,106],"language":[70],"model":[71],"(LLM)-enabled":[72],"compilation":[73,175,183],"layer":[74],"that":[75],"translates":[76],"high-level":[77],"engineering":[78],"intent":[79,94],"into":[80],"complete":[81],"executable":[83],"system":[85],"configurations.":[86],"The":[87,143],"Agent":[88],"Compiler":[89],"works":[90],"four":[92],"stages:":[93],"parsing,":[95],"task":[96],"decomposition,":[97],"policy":[98],"graph":[99],"synthesis,":[100],"infrastructure":[102],"mapping.":[103],"It":[104],"produces":[105],"verifiable":[107],"intermediate":[108],"representation":[109],"called":[110],"Policy":[113],"Graph":[114],"(IPG).":[115],"A":[116,167],"runtime":[117],"engine":[118],"then":[119],"deploys":[120],"compiled":[122],"configuration":[123],"supports":[125],"closed-loop":[126],"adaptation":[127],"at":[128],"three":[129],"levels:":[130],"fast":[131,165],"parameter":[132],"updates,":[133],"partial":[134],"recompilation":[135],"of":[136],"affected":[137],"subgraphs,":[138],"full":[140,174],"workflow":[141],"recompilation.":[142],"core":[144],"principle":[146],"strict":[148],"time-scale":[149],"separation:":[150],"LLM":[152],"handles":[153],"slow-loop":[154],"strategic":[155],"decisions,":[156],"while":[157],"proven":[158],"algorithms":[159],"retain":[160],"real-time":[161],"control":[162],"loop.":[166],"UAV-assisted":[168],"disaster":[169],"rescue":[170],"example":[171],"illustrates":[172],"process.":[176],"We":[177],"also":[178],"discuss":[179],"open":[180],"issues,":[181],"latency,":[184],"output":[185],"reliability,":[186],"constraint":[187],"verification,":[188],"pipeline":[190],"security,":[191],"guide":[193],"future":[194],"research.":[195]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-07-22T00:00:00"}
