{"id":"https://openalex.org/W4392902770","doi":"https://doi.org/10.1109/icassp48485.2024.10448010","title":"Multi-Signal Fusion of Social Diffusion Graph with Bi-Directional Semantic Consistency","display_name":"Multi-Signal Fusion of Social Diffusion Graph with Bi-Directional Semantic Consistency","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392902770","doi":"https://doi.org/10.1109/icassp48485.2024.10448010"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10448010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10448010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061012198","display_name":"Huacheng Li","orcid":"https://orcid.org/0000-0002-2943-7463"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huacheng Li","raw_affiliation_strings":["Beihang University,Key Laboratory of Beijing Network Technology","Key Laboratory of Beijing Network Technology, Beihang University"],"affiliations":[{"raw_affiliation_string":"Beihang University,Key Laboratory of Beijing Network Technology","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Key Laboratory of Beijing Network Technology, Beihang University","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035296513","display_name":"Chunhe Xia","orcid":"https://orcid.org/0000-0003-4424-8449"},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunhe Xia","raw_affiliation_strings":["Beihang University,Key Laboratory of Beijing Network Technology","Key Laboratory of Beijing Network Technology, Beihang University","Guangxi Collaborative Innovation Center of Multi-Source Information Integration and Intelligent Processing, Guangxi Normal University"],"affiliations":[{"raw_affiliation_string":"Beihang University,Key Laboratory of Beijing Network Technology","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Key Laboratory of Beijing Network Technology, Beihang University","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Guangxi Collaborative Innovation Center of Multi-Source Information Integration and Intelligent Processing, Guangxi Normal University","institution_ids":["https://openalex.org/I29739308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018085680","display_name":"Tianbo Wang","orcid":"https://orcid.org/0000-0002-0227-9557"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianbo Wang","raw_affiliation_strings":["Beihang University,School of Cyber Science and Technology","Shanghai Key Laboratory of Computer Software Evaluating and Testing, Shanghai","School of Cyber Science and Technology, Beihang University"],"affiliations":[{"raw_affiliation_string":"Beihang University,School of Cyber Science and Technology","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Shanghai Key Laboratory of Computer Software Evaluating and Testing, Shanghai","institution_ids":[]},{"raw_affiliation_string":"School of Cyber Science and Technology, Beihang University","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101319157","display_name":"Wanshuang Lin","orcid":"https://orcid.org/0009-0003-5874-7916"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanshuang Lin","raw_affiliation_strings":["Beihang University,School of Cyber Science and Technology","School of Cyber Science and Technology, Beihang University"],"affiliations":[{"raw_affiliation_string":"Beihang University,School of Cyber Science and Technology","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Cyber Science and Technology, Beihang University","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054910681","display_name":"Changnan Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changnan Jiang","raw_affiliation_strings":["Beihang University,Key Laboratory of Beijing Network Technology","Key Laboratory of Beijing Network Technology, Beihang University"],"affiliations":[{"raw_affiliation_string":"Beihang University,Key Laboratory of Beijing Network Technology","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Key Laboratory of Beijing Network Technology, Beihang University","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100418485","display_name":"Chen Chen","orcid":"https://orcid.org/0000-0002-7099-7905"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Chen","raw_affiliation_strings":["Beihang University,Key Laboratory of Beijing Network Technology","Key Laboratory of Beijing Network Technology, Beihang University"],"affiliations":[{"raw_affiliation_string":"Beihang University,Key Laboratory of Beijing Network Technology","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Key Laboratory of Beijing Network Technology, Beihang University","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085836844","display_name":"Yuan Zhao","orcid":"https://orcid.org/0000-0002-7293-8626"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Zhao","raw_affiliation_strings":["Beihang University,Key Laboratory of Beijing Network Technology","Key Laboratory of Beijing Network Technology, Beihang University"],"affiliations":[{"raw_affiliation_string":"Beihang University,Key Laboratory of Beijing Network Technology","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Key Laboratory of Beijing Network Technology, Beihang University","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5061012198"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":0.3316,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6100672,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"5450","last_page":"5454"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9994999766349792,"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/T10028","display_name":"Topic Modeling","score":0.9976999759674072,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9958999752998352,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8115468621253967},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.595518946647644},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.5264400243759155},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.5075775384902954},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.45614123344421387},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.4239102602005005},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4189736247062683},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35374733805656433}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8115468621253967},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.595518946647644},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.5264400243759155},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5075775384902954},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.45614123344421387},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.4239102602005005},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4189736247062683},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35374733805656433},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp48485.2024.10448010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10448010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.699999988079071}],"awards":[{"id":"https://openalex.org/G3171365517","display_name":null,"funder_award_id":"61862008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4645851237","display_name":null,"funder_award_id":"U1636208","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6559365115","display_name":null,"funder_award_id":"62272024","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6897205863","display_name":null,"funder_award_id":"61902013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation 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/F4320325559","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1497522841","https://openalex.org/W1973956316","https://openalex.org/W2127492100","https://openalex.org/W2154851992","https://openalex.org/W2803070959","https://openalex.org/W2896457183","https://openalex.org/W2970641574","https://openalex.org/W3085990079","https://openalex.org/W3104097132","https://openalex.org/W3133932448","https://openalex.org/W3173543307","https://openalex.org/W3196754906","https://openalex.org/W3210137333","https://openalex.org/W3211008224","https://openalex.org/W4226460857","https://openalex.org/W4283807147","https://openalex.org/W4367046924","https://openalex.org/W4384819716","https://openalex.org/W6631943919","https://openalex.org/W6637525091","https://openalex.org/W6726873649","https://openalex.org/W6794778083"],"related_works":["https://openalex.org/W3204184292","https://openalex.org/W3176564347","https://openalex.org/W1985458517","https://openalex.org/W2355833770","https://openalex.org/W3031039437","https://openalex.org/W183202219","https://openalex.org/W3095877357","https://openalex.org/W2072565696","https://openalex.org/W2050451745","https://openalex.org/W2932872266"],"abstract_inverted_index":{"Devising":[0],"diffusion":[1,52,106],"graph":[2,70,107,125],"to":[3,64,108],"learn":[4],"user":[5,56],"representations":[6],"is":[7],"a":[8],"crucial":[9],"step":[10],"in":[11,50],"studying":[12],"information":[13],"propagation":[14],"prediction.":[15],"However,":[16],"previous":[17],"works":[18],"mainly":[19],"focused":[20],"on":[21],"structural":[22],"and":[23,36,89],"temporal":[24],"features.":[25,60,77],"To":[26],"better":[27],"incorporate":[28,111],"content":[29,44,59,76],"features,":[30],"we":[31],"introduce":[32],"the":[33,51,74,94,101,105],"Backward":[34],"Decomposition":[35],"Forward":[37],"Preservation":[38],"mechanisms.":[39],"The":[40,61],"former":[41],"involves":[42],"decomposing":[43],"features":[45,57,67,102,112],"for":[46],"initializing":[47],"node":[48,66],"signals":[49],"graph,":[53],"thus":[54],"fusing":[55],"with":[58,73],"latter":[62],"aims":[63],"maintain":[65],"generated":[68,103,123],"by":[69,104,119,124],"encoder":[71],"consistent":[72],"original":[75],"A":[78],"series":[79],"of":[80],"experiments":[81],"demonstrate":[82],"that":[83],"our":[84,98],"model":[85],"outperforms":[86],"state-of-the-art":[87],"models,":[88],"both":[90],"mechanisms":[91],"significantly":[92],"enhance":[93],"prediction":[95],"performance.":[96],"Furthermore,":[97],"methods":[99],"enables":[100],"more":[109],"effectively":[110],"from":[113],"various":[114],"semantic":[115],"spaces,":[116],"whether":[117],"encoded":[118],"language":[120],"models":[121],"or":[122],"embedding":[126],"algorithms.":[127]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-23T09:07:50.710637","created_date":"2025-10-10T00:00:00"}