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VLDB 2026 Research / recruiting

Reviewers in the wild

The CS expert database: 1,777,551 experts · 2,837,695 papers in CCF A–C and ICORE A*–C venues · 10 venue-derived domains · snapshot 2026-09-22.

Recruitment bar

Who qualifies as a reviewer for this venue: pick venues from the rank lists, then set the junior and senior requirements. Each role keeps its own saved bar, which diagnosis and pool planning also use.
Reviewer bar Area-chair bar
Saved reviewer bar: SIGMOD, VLDB, ICDE, PODS, SIGKDD · junior 2+ first-author in 5y or senior 4+ papers in 5y
1Venues the expert should have published in
The top venues whose papers the expertise taxonomy profiles: ranked A by CCF, A* by ICORE or A by TH-CPL. Expertise profiles are built from papers in these venues only.
No venue ticked: any listed venue counts
Computer architecture / parallel and distributed computing / storage systems 19
CCF A
CCF B
Computer networks 14
CCF A
CCF B
Network and information security 10
CCF A
CCF B
Software engineering / systems software / programming languages 15
CCF A
CCF C
Databases / data mining / content retrieval 12
CCF A
CCF B
Theory of computer science 12
CCF A
CCF B
Computer graphics and multimedia 9
CCF A
CCF B
Artificial intelligence 19
CCF A
CCF B
Human-computer interaction and ubiquitous computing 5
CCF A
CCF B
Interdisciplinary / comprehensive / emerging 8
CCF A
CCF B
4601Applied computing 1
ICORE B
4602Artificial intelligence 10
ICORE A*
4603Computer vision and multimedia computation 7
ICORE A*
4604Cybersecurity and privacy 7
ICORE A*
ICORE A
4605Data management and data science 10
ICORE A*
ICORE A
4606Distributed computing and systems software 21
ICORE A*
ICORE A
ICORE B
4607Graphics, augmented reality and games 3
ICORE A*
4608Human-centred computing 8
ICORE A*
ICORE A
4611Machine learning 9
ICORE A*
ICORE A
4612Software engineering 12
ICORE A*
ICORE A
ICORE B
ICORE C
4613Theory of computation 11
ICORE A*
ICORE A
ICORE B
CSEComputer Systems Engineering 8
ICORE A*
ICORE A
Listed are the profiled venues with papers since 2020. A venue under a lower rank here is top-tier in the list named on it. A venue ranked by both catalogues, or filed under several fields, is one entry: ticking any copy ticks them all. Rank labels are the catalogues', not a quality judgement.
2Publication requirement
at least papers as first author in the recent years
at least papers as any author in the recent years
“Recent k years” means papers dated 2026−k+1 or later; 2026 is incomplete in the snapshot and a few journals already date papers 2027. First author = first-listed, not corresponding.

Experts by research domain — the database's own venue-derived domains; a paper can belong to several; active = at least one paper since 2021

Artificial intelligence and machine learning 419,855 active · 726,626 total · 856,312 papers NeurIPS · AAAI · ESWA · CVPR · ICML · EAAI Graphics, computer vision, multimedia, augmented reality and games 220,290 active · 419,218 total · 473,177 papers AAAI · ICASSP · MTA · CVPR · INTERSPEECH · ICCV Applied, interdisciplinary, general and emerging computing 306,612 active · 637,688 total · 436,260 papers TGARS · IGARSS · TITS · TII · CogSci · Bioinformatics Systems, architecture and hardware 148,087 active · 345,638 total · 325,499 papers IROS · ICRA · VTC · ISCAS · TJSC · IECON Computer networks 105,468 active · 214,616 total · 249,845 papers IOT · ICC · GLOBECOM · TWC · TCOM · TMC Databases, data management, data science and information retrieval 134,049 active · 269,256 total · 249,104 papers IEEE BigData · CIKM · SIGKDD · TKDE · AEI · SIGIR Theory of computation 38,447 active · 105,648 total · 202,645 papers TIT · TCS · DAM · SODA · STOC · ICALP Human-computer interaction and ubiquitous computing 114,847 active · 268,055 total · 198,672 papers CHI · SMC · TSMC · SIGCSE · PACMHCI · IJHCI Software engineering, systems software and programming languages 76,605 active · 178,952 total · 173,661 papers DATE · COMPSAC · CoDIT · PACM PL · TSC · JSS Security and privacy 57,527 active · 109,981 total · 102,399 papers TIFS · TDSC · USENIX Security · TrustCom · CCS · JISA

Experts by expertise

The expertise taxonomy: 90,661 topics extracted from 634,694 papers of 537,692 experts, organised under the ten CCF categories and 168 areas. Pick a category, then narrow down to a topic; every level lists its experts by weight.
Artificial intelligence 231,922 experts · 238,182 papers 33 areas · 23,066 topics Theoretical computer science 84,688 experts · 103,442 papers 15 areas · 12,358 topics Computer architecture, parallel and distributed computing, and storage systems 119,266 experts · 88,175 papers 18 areas · 10,819 topics Computer graphics and multimedia 99,217 experts · 74,150 papers 13 areas · 7,821 topics Computer networks 79,947 experts · 72,281 papers 18 areas · 9,664 topics Databases, data mining, and information retrieval 83,822 experts · 68,869 papers 17 areas · 7,059 topics Network and information security 67,706 experts · 53,290 papers 15 areas · 5,550 topics Interdisciplinary, comprehensive, and emerging computing 111,858 experts · 46,353 papers 9 areas · 5,108 topics Human-computer interaction and pervasive computing 77,670 experts · 43,820 papers 16 areas · 4,757 topics Software engineering, system software, and programming languages 53,122 experts · 40,802 papers 14 areas · 4,459 topics
Artificial intelligence›Machine learning›Deep learning architectures and training›pretraining effects topic 4 papers · 18 experts · placed by the area most of its papers name
Experts on pretraining effects 18 · by weight: papers on the topic counted with recency (1 for a paper about it, 0.3 as context, halved every five years)
ExpertWeight Papers on topicLast on topic All papersLastORCID
Belen Alastruey
dblp:297/3229
 0.8 12024 6 · 6 since 2021 2025 none
Gerard I. Gállego
dblp:277/5071
 0.8 12024 10 · 10 since 2021 2025 none
Marta R. Costa-jussà
dblp:17/2183
 0.8 12024 76 · 28 since 2021 2025 verified
Aaron Mueller
dblp:248/7949
 0.7 12023 31 · 25 since 2021 2026 corroborated
Tal Linzen
dblp:169/3438
 0.7 12023 56 · 30 since 2021 2026 corroborated
Olivier Bousquet
dblp:82/2045
 0.4 12020 49 · 7 since 2021 2023 corroborated
Sylvain Gelly
dblp:75/5974
 0.4 12020 37 · 4 since 2021 2021 none
Hartmut Maennel
dblp:217/3657
 0.4 12020 3 · 1 since 2021 2021 none
Robert J. N. Baldock
dblp:177/1664
 0.4 12020 2 · 1 since 2021 2021 none
Ibrahim Alabdulmohsin
dblp:153/5393
 0.4 12020 30 · 17 since 2021 2025 verified
Ilya O. Tolstikhin
dblp:139/1348
 0.4 12020 15 · 2 since 2021 2023 none
Daniel Keysers
dblp:02/6955
 0.4 12020 36 · 7 since 2021 2024 corroborated
Samy Bengio
dblp:b/SamyBengio
 0.0 12010 149 · 14 since 2021 2025 none
Dumitru Erhan
dblp:97/2914
 0.0 12010 26 · 3 since 2021 2023 verified
Yoshua Bengio
dblp:56/953
 0.0 12010 483 · 150 since 2021 2026 verified
Aaron C. Courville
dblp:56/1688
 0.0 12010 159 · 71 since 2021 2025 verified
Pascal Vincent
dblp:43/861
 0.0 12010 66 · 17 since 2021 2025 none
Pierre-Antoine Manzagol
dblp:04/6947
 0.0 12010 8 · 1 since 2021 2021 unresolved
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