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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›Kernel, tree and ensemble methods›kernel embedding›mean embedding topic 3 papers · 13 experts · broader topic added to organise its sub-topics
Experts on mean embedding 13 · 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
Marcus Hutter
dblp:h/MarcusHutter
0.8 12024 126 · 21 since 2021 2026 verified
Mark Rowland 0001
dblp:86/4090
0.8 12024 57 · 36 since 2021 2025 conflict
Arthur Gretton
dblp:56/2574
0.8 12024 140 · 48 since 2021 2025 corroborated
Grégoire Delétang
dblp:277/0588
0.8 12024 8 · 7 since 2021 2024 none
Anian Ruoss
dblp:259/2083
0.8 12024 16 · 15 since 2021 2025 corroborated
Li Kevin Wenliang
dblp:255/7009
0.8 12024 9 · 6 since 2021 2024 none
Matthew Aitchison
dblp:235/5682
0.8 12024 10 · 8 since 2021 2024 none
Guillaume Lecué
dblp:99/500
0.4 12019 13 · 2 since 2021 2024 corroborated
Gerhard Neumann
dblp:60/4878
0.4 12019 116 · 49 since 2021 2026 verified
Timothée Mathieu
dblp:242/3854
0.4 12019 4 · 1 since 2021 2024 unresolved
Maximilian Hüttenrauch
dblp:206/7133
0.4 12019 2 · 1 since 2021 2024 none
Matthieu Lerasle
dblp:119/5672
0.4 12019 8 · 4 since 2021 2026 corroborated
Adrian Sosic
dblp:118/1267
0.4 12019 6 · 0 since 2021 2019 verified
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