{"id":"https://openalex.org/W4385568346","doi":"https://doi.org/10.1145/3580305.3599804","title":"Detecting Vulnerable Nodes in Urban Infrastructure Interdependent Network","display_name":"Detecting Vulnerable Nodes in Urban Infrastructure Interdependent Network","publication_year":2023,"publication_date":"2023-08-04","ids":{"openalex":"https://openalex.org/W4385568346","doi":"https://doi.org/10.1145/3580305.3599804"},"language":"en","primary_location":{"id":"doi:10.1145/3580305.3599804","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3580305.3599804","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3580305.3599804","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3580305.3599804","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051273331","display_name":"Jinzhu Mao","orcid":"https://orcid.org/0009-0008-0276-9338"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinzhu Mao","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103010177","display_name":"Liu Cao","orcid":"https://orcid.org/0009-0001-6498-3275"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liu Cao","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078622343","display_name":"Chen Gao","orcid":"https://orcid.org/0000-0002-7561-5646"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Gao","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034129532","display_name":"Huandong Wang","orcid":"https://orcid.org/0000-0002-6382-0861"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huandong Wang","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023355598","display_name":"Haoyang Fan","orcid":"https://orcid.org/0009-0007-1409-8706"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hangyu Fan","raw_affiliation_strings":["Tsingroc Inc., Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsingroc Inc., Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044100655","display_name":"Depeng Jin","orcid":"https://orcid.org/0000-0003-0419-5514"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Depeng Jin","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100355277","display_name":"Yong Li","orcid":"https://orcid.org/0000-0001-5617-1659"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Li","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5051273331"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":1.1432,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.76251404,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"4617","last_page":"4627"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9930999875068665,"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/T11807","display_name":"Infrastructure Resilience and Vulnerability Analysis","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7772845029830933},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.668524444103241},{"id":"https://openalex.org/keywords/interdependence","display_name":"Interdependence","score":0.6574063301086426},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.623790979385376},{"id":"https://openalex.org/keywords/vulnerability-assessment","display_name":"Vulnerability assessment","score":0.5770673751831055},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5244505405426025},{"id":"https://openalex.org/keywords/cascading-failure","display_name":"Cascading failure","score":0.5228239297866821},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.508897066116333},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4693361818790436},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.46520382165908813},{"id":"https://openalex.org/keywords/interdependent-networks","display_name":"Interdependent networks","score":0.45886701345443726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38683536648750305},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3247421383857727},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.31458479166030884},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.3033123016357422},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2818366289138794},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2633170485496521},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18109750747680664},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.1673966944217682}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7772845029830933},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.668524444103241},{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.6574063301086426},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.623790979385376},{"id":"https://openalex.org/C167063184","wikidata":"https://www.wikidata.org/wiki/Q1400839","display_name":"Vulnerability assessment","level":3,"score":0.5770673751831055},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5244505405426025},{"id":"https://openalex.org/C119323957","wikidata":"https://www.wikidata.org/wiki/Q5048226","display_name":"Cascading failure","level":4,"score":0.5228239297866821},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.508897066116333},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4693361818790436},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.46520382165908813},{"id":"https://openalex.org/C101142422","wikidata":"https://www.wikidata.org/wiki/Q17101727","display_name":"Interdependent networks","level":3,"score":0.45886701345443726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38683536648750305},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3247421383857727},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.31458479166030884},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.3033123016357422},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2818366289138794},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2633170485496521},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18109750747680664},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.1673966944217682},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C137176749","wikidata":"https://www.wikidata.org/wiki/Q4105337","display_name":"Psychological resilience","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3580305.3599804","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3580305.3599804","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3580305.3599804","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3580305.3599804","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3580305.3599804","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3580305.3599804","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2082826544","display_name":null,"funder_award_id":"Postdoctoral","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2586968141","display_name":null,"funder_award_id":"U22B2057, 62171260, 62272262","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3294422068","display_name":null,"funder_award_id":"2022M710","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7415205322","display_name":null,"funder_award_id":"62171260","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8047082324","display_name":null,"funder_award_id":"U22B2057","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G876154893","display_name":null,"funder_award_id":"2021TQ0027 and 2022M710006","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G949793273","display_name":null,"funder_award_id":"2022YFF0606904","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320329777","display_name":"Beijing National Research Center For Information Science And Technology","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385568346.pdf","grobid_xml":"https://content.openalex.org/works/W4385568346.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W2005641459","https://openalex.org/W2024982571","https://openalex.org/W2043847715","https://openalex.org/W2076376395","https://openalex.org/W2097844290","https://openalex.org/W2117618130","https://openalex.org/W2144475703","https://openalex.org/W2145339207","https://openalex.org/W2153207204","https://openalex.org/W2276747974","https://openalex.org/W2327083405","https://openalex.org/W2501008340","https://openalex.org/W2562576330","https://openalex.org/W2761873684","https://openalex.org/W2962756421","https://openalex.org/W2994598354","https://openalex.org/W3047863327","https://openalex.org/W3098140555","https://openalex.org/W3104667978","https://openalex.org/W3120502492","https://openalex.org/W3196792588","https://openalex.org/W4214717370","https://openalex.org/W4299401133","https://openalex.org/W4309457799","https://openalex.org/W4309651816","https://openalex.org/W4315977496"],"related_works":["https://openalex.org/W1966811395","https://openalex.org/W2886332682","https://openalex.org/W3194863767","https://openalex.org/W2326620087","https://openalex.org/W2308728076","https://openalex.org/W2797576442","https://openalex.org/W2372184322","https://openalex.org/W3204651252","https://openalex.org/W2044566076","https://openalex.org/W2075683121"],"abstract_inverted_index":{"Understanding":[0],"and":[1,21,42,56,59,66,89,126,141,165,174],"characterizing":[2],"the":[3,11,16,26,49,82,110,113,128,136,155,168],"vulnerability":[4,58,111],"of":[5,19,28,31,112,138,145,158,167],"urban":[6],"infrastructures,":[7],"which":[8,101,131],"refers":[9],"to":[10,34,48,108,124,134],"engineering":[12],"facilities":[13,41],"essential":[14],"for":[15],"regular":[17],"running":[18],"cities":[20],"that":[22,178],"exist":[23],"naturally":[24],"in":[25,72,184],"form":[27],"networks,":[29],"is":[30],"great":[32],"value":[33],"us.":[35],"Potential":[36],"applications":[37],"include":[38],"protecting":[39],"fragile":[40],"designing":[43],"robust":[44],"topologies,":[45],"etc.":[46],"Due":[47],"strong":[50],"correlation":[51],"between":[52],"different":[53],"topological":[54],"characteristics":[55],"infrastructure":[57],"their":[60],"complicated":[61],"evolution":[62],"mechanisms,":[63],"some":[64],"heuristic":[65],"machine":[67],"assisted":[68],"analysis":[69],"fall":[70],"short":[71],"addressing":[73],"such":[74],"a":[75,86,91],"scenario.":[76],"In":[77],"this":[78,185,191],"paper,":[79],"we":[80],"model":[81],"interdependent":[83],"network":[84,97],"as":[85],"heterogeneous":[87,129],"graph":[88,95],"propose":[90],"system":[92,115,119,160],"based":[93],"on":[94,105],"neural":[96],"with":[98,149],"reinforcement":[99],"learning,":[100],"can":[102,179],"be":[103],"trained":[104],"real-world":[106],"data,":[107],"characterize":[109],"city":[114],"accurately.":[116],"The":[117],"presented":[118],"leverages":[120],"deep":[121],"learning":[122],"techniques":[123],"understand":[125],"analyze":[127],"graph,":[130],"enables":[132],"us":[133],"capture":[135],"risk":[137],"cascade":[139],"failure":[140],"discover":[142],"vulnerable":[143],"infrastructures":[144],"cities.":[146],"Extensive":[147],"experiments":[148],"various":[150],"requests":[151],"demonstrate":[152],"not":[153],"only":[154],"expressive":[156],"power":[157],"our":[159],"but":[161],"also":[162],"transferring":[163],"ability":[164],"necessity":[166],"specific":[169],"components.":[170],"All":[171],"source":[172],"codes":[173],"models":[175],"including":[176],"those":[177],"reproduce":[180],"all":[181],"figures":[182],"analyzed":[183],"work":[186],"are":[187],"publicly":[188],"available":[189],"at":[190],"link:":[192],"https://github.com/tsinghua-fib-lab/KDD2023-ID546-UrbanInfra.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
