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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.

Experts who meet the recruitment bar

The bar is a setting of the venue, one per role; it is edited on its own page.
Reviewer bar: SIGMOD, VLDB, ICDE, PODS, SIGKDD · junior 2+ first-author in 5y or senior 4+ papers in 5y · change the bar
List the experts who meet it

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

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›Machine learning›Learning theory›online learning›prediction with expert advice›mixability topic 6 papers · 12 experts · broader topic added to organise its sub-topics
Experts on mixability 12 · 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
Robert C. Williamson
dblp:29/5199
0.8 42018 98 · 6 since 2021 2025 verified
Mark D. Reid
dblp:59/6954
0.4 22015 24 · 0 since 2021 2016 none
Zakaria Mhammedi
dblp:192/1360
0.3 12018 25 · 16 since 2021 2026 none
Nishant A. Mehta
dblp:87/8143
0.2 12015 28 · 10 since 2021 2026 verified
Rafael M. Frongillo
dblp:62/10262
0.2 12015 51 · 20 since 2021 2026 verified
Peter Grünwald
dblp:g/PGrunwald
0.1 12012 53 · 8 since 2021 2026 verified
Tim van Erven
dblp:82/1868
0.1 12012 32 · 14 since 2021 2025 verified
Vladimir Vovk
dblp:v/VolodyaVovk
0.1 12008 99 · 9 since 2021 2026 verified
Fedor Zhdanov
dblp:83/904
0.1 12008 11 · 1 since 2021 2022 none
Parameswaran Kamalaruban
dblp:164/7413
0.1 12015 18 · 12 since 2021 2025 corroborated
Michael V. Vyugin
dblp:66/6041
0.0 12002 19 · 0 since 2021 2014 none
Yuri Kalnishkan
dblp:35/4365
0.0 12002 32 · 4 since 2021 2026 verified
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