{"id":"https://openalex.org/W4410636337","doi":"https://doi.org/10.1145/3701716.3717558","title":"RelWeb 2025: The International Workshop on Resource-Efficient Learning for the Web","display_name":"RelWeb 2025: The International Workshop on Resource-Efficient Learning for the Web","publication_year":2025,"publication_date":"2025-05-08","ids":{"openalex":"https://openalex.org/W4410636337","doi":"https://doi.org/10.1145/3701716.3717558"},"language":"en","primary_location":{"id":"doi:10.1145/3701716.3717558","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701716.3717558","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701716.3717558","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM on Web Conference 2025","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/10.1145/3701716.3717558","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022275632","display_name":"Chuxu Zhang","orcid":"https://orcid.org/0000-0002-8349-7926"},"institutions":[{"id":"https://openalex.org/I140172145","display_name":"University of Connecticut","ror":"https://ror.org/02der9h97","country_code":"US","type":"education","lineage":["https://openalex.org/I140172145"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chuxu Zhang","raw_affiliation_strings":["University of Connecticut, Storrs, CT, USA"],"affiliations":[{"raw_affiliation_string":"University of Connecticut, Storrs, CT, USA","institution_ids":["https://openalex.org/I140172145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044455276","display_name":"Kaize Ding","orcid":"https://orcid.org/0000-0001-6684-6752"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kaize Ding","raw_affiliation_strings":["Northwestern University, Evanston, IL, USA"],"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029588473","display_name":"Jundong Li","orcid":"https://orcid.org/0000-0002-1878-817X"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jundong Li","raw_affiliation_strings":["University of Virginia, Charlottesville, VA, USA"],"affiliations":[{"raw_affiliation_string":"University of Virginia, Charlottesville, VA, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068433690","display_name":"Dongkuan Xu","orcid":"https://orcid.org/0000-0002-1456-9658"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dongkuan Xu","raw_affiliation_strings":["North Carolina State University, Raleigh, NC, USA"],"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018990800","display_name":"Haoyu Wang","orcid":"https://orcid.org/0000-0001-7485-6213"},"institutions":[{"id":"https://openalex.org/I392282","display_name":"University at Albany, State University of New York","ror":"https://ror.org/012zs8222","country_code":"US","type":"education","lineage":["https://openalex.org/I392282"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haoyu Wang","raw_affiliation_strings":["University at Albany, Albany, NY, USA"],"affiliations":[{"raw_affiliation_string":"University at Albany, Albany, NY, USA","institution_ids":["https://openalex.org/I392282"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055484401","display_name":"Derek Zhiyuan Cheng","orcid":"https://orcid.org/0009-0000-7943-8328"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Derek Zhiyuan Cheng","raw_affiliation_strings":["Google DeepMind, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"Google DeepMind, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100338946","display_name":"Huan Liu","orcid":"https://orcid.org/0000-0002-3264-7904"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huan Liu","raw_affiliation_strings":["Arizona State University, Tempe, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5022275632"],"corresponding_institution_ids":["https://openalex.org/I140172145"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15700328,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2468","last_page":"2471"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9846000075340271,"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/T11122","display_name":"Online Learning and Analytics","score":0.9790999889373779,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/computer-science","display_name":"Computer science","score":0.6871930956840515},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5567337870597839},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.45270392298698425},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3371617794036865},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.05820772051811218}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6871930956840515},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5567337870597839},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.45270392298698425},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3371617794036865},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.05820772051811218}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3701716.3717558","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701716.3717558","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701716.3717558","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3701716.3717558","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701716.3717558","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701716.3717558","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410636337.pdf","grobid_xml":"https://content.openalex.org/works/W4410636337.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W2738327015","https://openalex.org/W2997738974","https://openalex.org/W3036446966","https://openalex.org/W3094624443","https://openalex.org/W3099152386","https://openalex.org/W3099378125","https://openalex.org/W3168125510","https://openalex.org/W3205816523","https://openalex.org/W4226057794","https://openalex.org/W4385567934","https://openalex.org/W4389519995","https://openalex.org/W4389523755","https://openalex.org/W4401857357","https://openalex.org/W4407953149","https://openalex.org/W6600238479","https://openalex.org/W6600336938","https://openalex.org/W6600553734","https://openalex.org/W6601865935"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Deep":[0],"learning":[1,118,220],"techniques,":[2],"such":[3],"as":[4],"large":[5],"language":[6],"models":[7,87],"and":[8,59,68,83,93,104,116,146,153,172,180,191,201,211,221],"graph":[9],"neural":[10,63],"networks,":[11,97],"have":[12],"demonstrated":[13],"impressive":[14],"effectiveness":[15],"across":[16],"various":[17,89],"web":[18,91],"applications.":[19],"Despite":[20],"their":[21,176],"success,":[22],"the":[23,39,46,60,81,134,196],"advancement":[24],"of":[25,41,62,86,198],"these":[26,76,123],"methods":[27],"is":[28,78,109],"frequently":[29],"hampered":[30],"by":[31],"different":[32],"resource":[33,124],"constraint":[34],"challenges.":[35],"Key":[36],"challenges":[37],"include":[38],"scarcity":[40],"labeled":[42],"data":[43],"(data-level":[44],"constraints),":[45,58],"need":[47,112],"for":[48,70,80,133,143,156],"smaller":[49],"model":[50],"sizes":[51],"that":[52,120,193,208],"fit":[53],"real-world":[54,90],"computing":[55],"environments":[56],"(model-level":[57],"integration":[61],"network":[64],"design":[65],"with":[66],"system":[67],"hardware":[69],"energy":[71],"efficiency":[72],"(system-level":[73],"constraints).":[74],"Tackling":[75],"issues":[77],"essential":[79],"effective":[82],"efficient":[84,117],"deployment":[85],"in":[88,183,225],"systems":[92],"applications,":[94],"including":[95],"social":[96],"search":[98],"engines,":[99],"recommender":[100],"systems,":[101],"question":[102],"answering,":[103],"content":[105],"analysis.":[106],"Therefore,":[107],"there":[108],"an":[110,167],"urgent":[111],"to":[113,149,165,187,203],"develop":[114],"innovative":[115,181],"techniques":[119],"can":[121,174,217],"overcome":[122],"limitations.":[125],"The":[126],"proposed":[127],"international":[128],"workshop":[129,160],"on":[130],"''Resource-Efficient":[131],"Learning":[132],"Web":[135],"(RelWeb":[136],"2025)''":[137],"will":[138],"provide":[139],"a":[140,205],"great":[141],"venue":[142],"academic":[144],"researchers":[145],"industrial":[147],"practitioners":[148],"share":[150,175],"challenges,":[151],"solutions,":[152],"future":[154,197,223],"opportunities":[155],"resource-efficient":[157,184,219],"learning.":[158],"Our":[159],"objectives":[161],"are":[162],"threefold:":[163],"(1)":[164],"establish":[166],"engaging":[168],"platform":[169],"where":[170],"experts":[171],"participants":[173],"latest":[177],"research":[178,224],"findings":[179],"practices":[182],"learning;":[185],"(2)":[186],"explore":[188],"emerging":[189],"technologies":[190],"trends":[192],"could":[194],"shape":[195],"this":[199,226],"field;":[200],"(3)":[202],"foster":[204],"collaborative":[206],"environment":[207],"encourages":[209],"partnerships":[210],"exchanges":[212],"among":[213],"participants.":[214],"Together,":[215],"we":[216],"advance":[218],"propel":[222],"area.":[227]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}