{"id":"https://openalex.org/W4409474276","doi":"https://doi.org/10.1109/jsac.2025.3560359","title":"Information Compression in the AI Era: Recent Advances and Future Challenges","display_name":"Information Compression in the AI Era: Recent Advances and Future Challenges","publication_year":2025,"publication_date":"2025-04-15","ids":{"openalex":"https://openalex.org/W4409474276","doi":"https://doi.org/10.1109/jsac.2025.3560359"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2025.3560359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2025.3560359","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal on Selected Areas in Communications","raw_type":"journal-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/A5100450217","display_name":"Jun Chen","orcid":"https://orcid.org/0000-0002-8084-9332"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jun Chen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, McMaster University, Hamilton, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0002-8084-9332","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, McMaster University, Hamilton, ON, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025575146","display_name":"Yong Fang","orcid":"https://orcid.org/0000-0002-3345-8259"},"institutions":[{"id":"https://openalex.org/I25355098","display_name":"Chang'an University","ror":"https://ror.org/05mxya461","country_code":"CN","type":"education","lineage":["https://openalex.org/I25355098"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Fang","raw_affiliation_strings":["School of Information Engineering, Chang&#x2019;an University, Xi&#x2019;an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0002-3345-8259","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Chang&#x2019;an University, Xi&#x2019;an, Shaanxi, China","institution_ids":["https://openalex.org/I25355098"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046253142","display_name":"Ashish Khisti","orcid":"https://orcid.org/0000-0002-2331-8965"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ashish Khisti","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0002-2331-8965","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003322209","display_name":"Ayfer \u00d6zg\u00fcr","orcid":"https://orcid.org/0000-0002-4455-4692"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ayfer \u00d6zg\u00fcr","raw_affiliation_strings":["Department of Electrical Engineering, Stanford University, Stanford, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-4455-4692","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012405763","display_name":"Nir Shlezinger","orcid":"https://orcid.org/0000-0003-2234-929X"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Nir Shlezinger","raw_affiliation_strings":["School of Electrical and Computer Engineering, Ben-Gurion University of the Negev, Be&#x2019;er Sheva, Israel"],"raw_orcid":"https://orcid.org/0000-0003-2234-929X","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Ben-Gurion University of the Negev, Be&#x2019;er Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.7392,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.98254974,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"43","issue":"7","first_page":"2333","last_page":"2348"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.4275999963283539,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.4275999963283539,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.7747837901115417},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.4457279145717621},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4313869774341583},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.37063974142074585},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24125799536705017}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7747837901115417},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.4457279145717621},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4313869774341583},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.37063974142074585},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24125799536705017}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsac.2025.3560359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2025.3560359","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal on Selected Areas in Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G3242074819","display_name":null,"funder_award_id":"62350069","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8895241689","display_name":null,"funder_award_id":"62141101","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":132,"referenced_works":["https://openalex.org/W1523411787","https://openalex.org/W1990742913","https://openalex.org/W1993176105","https://openalex.org/W1995875735","https://openalex.org/W2034323860","https://openalex.org/W2042212887","https://openalex.org/W2049285480","https://openalex.org/W2060256514","https://openalex.org/W2089319476","https://openalex.org/W2093011562","https://openalex.org/W2099111195","https://openalex.org/W2107745473","https://openalex.org/W2113158412","https://openalex.org/W2121427778","https://openalex.org/W2122962290","https://openalex.org/W2129344187","https://openalex.org/W2133665775","https://openalex.org/W2134179788","https://openalex.org/W2135771747","https://openalex.org/W2144679335","https://openalex.org/W2152281536","https://openalex.org/W2163294786","https://openalex.org/W2293423476","https://openalex.org/W2406727662","https://openalex.org/W2522673337","https://openalex.org/W2552465432","https://openalex.org/W2606891064","https://openalex.org/W2611269208","https://openalex.org/W2677572472","https://openalex.org/W2752796333","https://openalex.org/W2784621220","https://openalex.org/W2885907219","https://openalex.org/W2886523564","https://openalex.org/W2911940095","https://openalex.org/W2946889564","https://openalex.org/W2962696932","https://openalex.org/W2962785568","https://openalex.org/W2962844360","https://openalex.org/W2963422939","https://openalex.org/W2964336134","https://openalex.org/W2972482965","https://openalex.org/W2975749214","https://openalex.org/W2992306119","https://openalex.org/W2995022099","https://openalex.org/W3016715915","https://openalex.org/W3035001409","https://openalex.org/W3045608583","https://openalex.org/W3081158896","https://openalex.org/W3081167278","https://openalex.org/W3090695695","https://openalex.org/W3095497211","https://openalex.org/W3102125291","https://openalex.org/W3102984355","https://openalex.org/W3107557773","https://openalex.org/W3112170415","https://openalex.org/W3120529131","https://openalex.org/W3148526481","https://openalex.org/W3160882100","https://openalex.org/W3176668707","https://openalex.org/W3177376120","https://openalex.org/W3216456501","https://openalex.org/W3216777582","https://openalex.org/W4224314722","https://openalex.org/W4224924102","https://openalex.org/W4229574485","https://openalex.org/W4236090179","https://openalex.org/W4249477869","https://openalex.org/W4254197176","https://openalex.org/W4300980131","https://openalex.org/W4312051502","https://openalex.org/W4312271078","https://openalex.org/W4312777148","https://openalex.org/W4312790010","https://openalex.org/W4313455370","https://openalex.org/W4320018486","https://openalex.org/W4367016247","https://openalex.org/W4367018374","https://openalex.org/W4381785967","https://openalex.org/W4385245566","https://openalex.org/W4385485042","https://openalex.org/W4386037851","https://openalex.org/W4386065641","https://openalex.org/W4386075222","https://openalex.org/W4389633760","https://openalex.org/W4393407049","https://openalex.org/W4393407070","https://openalex.org/W4395069557","https://openalex.org/W4401692177","https://openalex.org/W4402571484","https://openalex.org/W4402833556","https://openalex.org/W4404840318","https://openalex.org/W4406168614","https://openalex.org/W4407948572","https://openalex.org/W6634152266","https://openalex.org/W6683504902","https://openalex.org/W6685123235","https://openalex.org/W6694251005","https://openalex.org/W6728975057","https://openalex.org/W6741057705","https://openalex.org/W6745723224","https://openalex.org/W6746200960","https://openalex.org/W6746839373","https://openalex.org/W6748019269","https://openalex.org/W6751862702","https://openalex.org/W6755142261","https://openalex.org/W6758867260","https://openalex.org/W6763621396","https://openalex.org/W6780897730","https://openalex.org/W6784421432","https://openalex.org/W6791271842","https://openalex.org/W6794062782","https://openalex.org/W6795001324","https://openalex.org/W6796173291","https://openalex.org/W6796500398","https://openalex.org/W6796581206","https://openalex.org/W6798454245","https://openalex.org/W6802433570","https://openalex.org/W6810387544","https://openalex.org/W6838892857","https://openalex.org/W6839976848","https://openalex.org/W6851951711","https://openalex.org/W6852985768","https://openalex.org/W6853187832","https://openalex.org/W6853558715","https://openalex.org/W6857419123","https://openalex.org/W6860561392","https://openalex.org/W6860891288","https://openalex.org/W6861628879","https://openalex.org/W6869293229","https://openalex.org/W6872488484","https://openalex.org/W6873291304","https://openalex.org/W6875942147"],"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":{"This":[0],"survey":[1,71],"article":[2],"focuses":[3],"on":[4,46],"the":[5,15,94],"emerging":[6],"connections":[7],"between":[8],"machine":[9,40],"learning":[10,77],"and":[11,35,48,53,57,89],"data":[12,21],"compression.":[13,68,103],"While":[14],"fundamental":[16],"limits":[17],"of":[18,97],"classical":[19],"(lossy)":[20],"compression":[22,54,88],"are":[23],"well-established":[24],"through":[25],"rate-distortion":[26],"theory,":[27,52],"recent":[28,44,72],"advancements":[29],"have":[30,62],"uncovered":[31],"new":[32],"theoretical":[33],"analyses":[34],"application":[36],"areas":[37],"inspired":[38],"by":[39],"learning.":[41],"We":[42],"review":[43],"works":[45],"task-based":[47,80],"goal-oriented":[49,82],"compression,":[50,83],"rate-distortion-perception":[51],"for":[55,67,101],"estimation":[56],"inference.":[58],"Deep":[59],"learning-based":[60],"approaches":[61],"provided":[63],"natural,":[64],"data-driven":[65],"methods":[66],"Accordingly,":[69],"we":[70,92,105],"efforts":[73],"in":[74,110],"applying":[75],"deep":[76],"techniques":[78],"to":[79],"or":[81],"as":[84,86],"well":[85],"image/video":[87],"transmission.":[90],"Additionally,":[91],"discuss":[93],"potential":[95],"use":[96],"large":[98],"language":[99],"models":[100],"text":[102],"Finally,":[104],"outline":[106],"future":[107],"research":[108],"directions":[109],"this":[111],"promising":[112],"field.":[113]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
