{"id":"https://openalex.org/W7148456774","doi":"https://doi.org/10.1109/hipcw66559.2025.00078","title":"Inductive Memory Networks for Dynamic PageRank","display_name":"Inductive Memory Networks for Dynamic PageRank","publication_year":2025,"publication_date":"2025-12-17","ids":{"openalex":"https://openalex.org/W7148456774","doi":"https://doi.org/10.1109/hipcw66559.2025.00078"},"language":null,"primary_location":{"id":"doi:10.1109/hipcw66559.2025.00078","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hipcw66559.2025.00078","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 32nd International Conference on High Performance Computing, Data and Analytics Workshop (HiPCW)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5069075293","display_name":"Sahil Narkhede","orcid":null},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sahil Narkhede","raw_affiliation_strings":["Indian Institute of Technology,Department of Computer Science and Engineering,Jodhpur,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology,Department of Computer Science and Engineering,Jodhpur,India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048603009","display_name":"Ankit Kumar","orcid":"https://orcid.org/0000-0002-7945-4616"},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ankit Kumar","raw_affiliation_strings":["Indian Institute of Technology,Department of Computer Science and Engineering,Jodhpur,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology,Department of Computer Science and Engineering,Jodhpur,India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016369592","display_name":"Debmalya Bhattacharya","orcid":null},"institutions":[{"id":"https://openalex.org/I187761245","display_name":"National Institute of Technology Jamshedpur","ror":"https://ror.org/01sebzx27","country_code":"IN","type":"education","lineage":["https://openalex.org/I187761245"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Debmalya Bhattacharya","raw_affiliation_strings":["National Institute of Technology,Department of Mechanical Engineering,Jamshedpur,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Department of Mechanical Engineering,Jamshedpur,India","institution_ids":["https://openalex.org/I187761245"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002481103","display_name":"Dip Sankar Banerjee","orcid":"https://orcid.org/0000-0002-0476-1224"},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dip Sankar Banerjee","raw_affiliation_strings":["Indian Institute of Technology,Department of Computer Science and Engineering,Jodhpur,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology,Department of Computer Science and Engineering,Jodhpur,India","institution_ids":["https://openalex.org/I154549908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":"247","last_page":"248"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.17900000512599945,"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":0.17900000512599945,"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/T10320","display_name":"Neural Networks and Applications","score":0.08879999816417694,"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/T12676","display_name":"Machine Learning and ELM","score":0.049800001084804535,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pagerank","display_name":"PageRank","score":0.743399977684021},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.6412000060081482},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5169000029563904},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.451200008392334},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.3747999966144562},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.3693999946117401}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8127999901771545},{"id":"https://openalex.org/C2779172887","wikidata":"https://www.wikidata.org/wiki/Q184316","display_name":"PageRank","level":2,"score":0.743399977684021},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.6412000060081482},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5249000191688538},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5169000029563904},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.451200008392334},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.3747999966144562},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3734000027179718},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.3693999946117401},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34689998626708984},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.33709999918937683},{"id":"https://openalex.org/C80899671","wikidata":"https://www.wikidata.org/wiki/Q1304193","display_name":"Vertex (graph theory)","level":3,"score":0.32749998569488525},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3262999951839447},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.28630000352859497},{"id":"https://openalex.org/C13540734","wikidata":"https://www.wikidata.org/wiki/Q5318996","display_name":"Dynamic network analysis","level":2,"score":0.27489998936653137},{"id":"https://openalex.org/C99580578","wikidata":"https://www.wikidata.org/wiki/Q5319002","display_name":"Dynamic problem","level":2,"score":0.27070000767707825},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.2662000060081482},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.26460000872612}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hipcw66559.2025.00078","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hipcw66559.2025.00078","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 32nd International Conference on High Performance Computing, Data and Analytics Workshop (HiPCW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2035080386","https://openalex.org/W3159248921"],"related_works":[],"abstract_inverted_index":{"PageRank":[0],"is":[1,17],"a":[2,41,55,63],"widely":[3],"used":[4],"vertex":[5],"ranking":[6],"measure,":[7],"but":[8],"maintaining":[9],"it":[10],"in":[11,93],"dynamic":[12,21,73,103],"graphs":[13],"with":[14],"frequent":[15],"updates":[16],"computationally":[18],"expensive.":[19],"Existing":[20],"PR":[22,48,96,104],"algorithms":[23],"often":[24],"incur":[25],"high":[26],"costs":[27],"and":[28,71,98],"fail":[29],"to":[30,80,90],"scale":[31],"under":[32],"rapid":[33],"graph":[34],"evolution.":[35],"To":[36],"address":[37],"this,":[38,60],"we":[39,61],"develop":[40],"Graph":[42],"Neural":[43],"Network(GNN)-based":[44],"model":[45,65,87],"that":[46,66,85],"learns":[47],"scores":[49],"inductively":[50],"for":[51],"unseen":[52],"nodes,":[53],"establishing":[54],"strong":[56],"baseline.":[57],"Building":[58],"on":[59],"introduce":[62],"memory-augmented":[64],"captures":[67],"both":[68],"structural":[69],"evolution":[70],"the":[72],"behavior":[74],"of":[75],"PR,":[76],"enabling":[77],"efficient":[78],"adaptation":[79],"large-scale":[81],"updates.":[82],"Experiments":[83],"show":[84],"our":[86],"achieves":[88],"up":[89],"97%":[91],"accuracy":[92],"predicting":[94],"top-k%":[95],"nodes":[97],"delivers":[99],"20.8\u00d7":[100],"speedup":[101],"over":[102],"algorithms.":[105]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-04-03T00:00:00"}
