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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
Computer graphics and multimedia›Image and video processing›image restoration›image denoising›sparse representation based denoising topic 10 papers · 22 experts
Sub-topics 1 · with their number of papers; shaded topics divide further
dictionary learning-based denoising 11
Experts on sparse representation based denoising 22 · 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
Michael Elad
dblp:e/MichaelElad
 0.9 52021 140 · 30 since 2021 2025 verified
Peyman Milanfar
dblp:48/6882
 0.5 12021 127 · 32 since 2021 2025 verified
Meyer Scetbon
dblp:249/8054
 0.5 12021 18 · 15 since 2021 2025 reported
Lei Zhang 0006
dblp:64/5666-6
 0.5 22018 510 · 177 since 2021 2026 conflict
M. Omair Ahmad
dblp:93/346
 0.4 12019 212 · 41 since 2021 2026 conflict
M. N. S. Swamy 0001
dblp:64/320
 0.4 12019 247 · 33 since 2021 2026 conflict
Ahlad Kumar
dblp:169/5623
 0.4 12019 10 · 5 since 2021 2024 corroborated
David Zhang 0001
dblp:z/DavidZhang
 0.3 12018 543 · 112 since 2021 2026 conflict
Jun Xu 0019
dblp:90/514-19
 0.3 12018 55 · 31 since 2021 2026 conflict
Jing Han 0009
dblp:90/2562-9
 0.2 12015 30 · 12 since 2021 2027 conflict
Yi Zhang 0036
dblp:64/6544-36
 0.2 12015 19 · 2 since 2021 2025 conflict
Lianfa Bai
dblp:19/213
 0.2 12015 30 · 9 since 2021 2027 corroborated
Jiang Yue 0001
dblp:04/4015-1
 0.2 12015 2 · 0 since 2021 2015 verified
Raja Giryes
dblp:50/7998
 0.2 12014 110 · 60 since 2021 2026 corroborated
Guillermo Sapiro
dblp:82/5175
 0.1 12012 265 · 14 since 2021 2025 verified
Mona Mahmoudi
dblp:04/3623
 0.1 12012 5 · 0 since 2021 2012 corroborated
Guangming Shi
dblp:97/3742
 0.1 12011 392 · 203 since 2021 2026 conflict
Xin Li 0005
dblp:09/1365-5
 0.1 12011 178 · 93 since 2021 2026 conflict
Weisheng Dong
dblp:03/5833
 0.1 12011 167 · 111 since 2021 2026 corroborated
Matan Protter
dblp:21/6689
 0.1 12009 7 · 1 since 2021 2021 none
Irad Yavneh
dblp:14/3174
 0.1 12009 13 · 0 since 2021 2020 corroborated
Michal Aharon
dblp:27/2725
 0.1 12006 14 · 0 since 2021 2020 none
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